diff --git a/causy/graph.html b/causy/graph.html index cd48329..5500623 100644 --- a/causy/graph.html +++ b/causy/graph.html @@ -2247,7 +2247,7 @@
Returns
- pool: <bound method BaseContext.Pool of <multiprocessing.context.DefaultContext object at 0x1073a5e10>> + pool: <bound method BaseContext.Pool of <multiprocessing.context.DefaultContext object at 0x10a2f5a10>>
diff --git a/causy/interfaces.html b/causy/interfaces.html index 1215072..bc5ef7c 100644 --- a/causy/interfaces.html +++ b/causy/interfaces.html @@ -1357,7 +1357,7 @@
Inherited Members
- pool: <bound method BaseContext.Pool of <multiprocessing.context.DefaultContext object at 0x1073a5e10>> + pool: <bound method BaseContext.Pool of <multiprocessing.context.DefaultContext object at 0x10a2f5a10>>
diff --git a/search.js b/search.js index 2223ed0..9ca9022 100644 --- a/search.js +++ b/search.js @@ -1,6 +1,6 @@ window.pdocSearch = (function(){ /** elasticlunr - http://weixsong.github.io * Copyright (C) 2017 Oliver Nightingale * Copyright (C) 2017 Wei Song * MIT Licensed */!function(){function e(e){if(null===e||"object"!=typeof e)return e;var t=e.constructor();for(var n in e)e.hasOwnProperty(n)&&(t[n]=e[n]);return t}var t=function(e){var n=new t.Index;return n.pipeline.add(t.trimmer,t.stopWordFilter,t.stemmer),e&&e.call(n,n),n};t.version="0.9.5",lunr=t,t.utils={},t.utils.warn=function(e){return function(t){e.console&&console.warn&&console.warn(t)}}(this),t.utils.toString=function(e){return void 0===e||null===e?"":e.toString()},t.EventEmitter=function(){this.events={}},t.EventEmitter.prototype.addListener=function(){var e=Array.prototype.slice.call(arguments),t=e.pop(),n=e;if("function"!=typeof t)throw new TypeError("last argument must be a function");n.forEach(function(e){this.hasHandler(e)||(this.events[e]=[]),this.events[e].push(t)},this)},t.EventEmitter.prototype.removeListener=function(e,t){if(this.hasHandler(e)){var n=this.events[e].indexOf(t);-1!==n&&(this.events[e].splice(n,1),0==this.events[e].length&&delete this.events[e])}},t.EventEmitter.prototype.emit=function(e){if(this.hasHandler(e)){var t=Array.prototype.slice.call(arguments,1);this.events[e].forEach(function(e){e.apply(void 0,t)},this)}},t.EventEmitter.prototype.hasHandler=function(e){return e in this.events},t.tokenizer=function(e){if(!arguments.length||null===e||void 0===e)return[];if(Array.isArray(e)){var n=e.filter(function(e){return null===e||void 0===e?!1:!0});n=n.map(function(e){return t.utils.toString(e).toLowerCase()});var i=[];return n.forEach(function(e){var n=e.split(t.tokenizer.seperator);i=i.concat(n)},this),i}return e.toString().trim().toLowerCase().split(t.tokenizer.seperator)},t.tokenizer.defaultSeperator=/[\s\-]+/,t.tokenizer.seperator=t.tokenizer.defaultSeperator,t.tokenizer.setSeperator=function(e){null!==e&&void 0!==e&&"object"==typeof e&&(t.tokenizer.seperator=e)},t.tokenizer.resetSeperator=function(){t.tokenizer.seperator=t.tokenizer.defaultSeperator},t.tokenizer.getSeperator=function(){return t.tokenizer.seperator},t.Pipeline=function(){this._queue=[]},t.Pipeline.registeredFunctions={},t.Pipeline.registerFunction=function(e,n){n in t.Pipeline.registeredFunctions&&t.utils.warn("Overwriting existing registered function: "+n),e.label=n,t.Pipeline.registeredFunctions[n]=e},t.Pipeline.getRegisteredFunction=function(e){return e in t.Pipeline.registeredFunctions!=!0?null:t.Pipeline.registeredFunctions[e]},t.Pipeline.warnIfFunctionNotRegistered=function(e){var n=e.label&&e.label in this.registeredFunctions;n||t.utils.warn("Function is not registered with pipeline. This may cause problems when serialising the index.\n",e)},t.Pipeline.load=function(e){var n=new t.Pipeline;return e.forEach(function(e){var i=t.Pipeline.getRegisteredFunction(e);if(!i)throw new Error("Cannot load un-registered function: "+e);n.add(i)}),n},t.Pipeline.prototype.add=function(){var e=Array.prototype.slice.call(arguments);e.forEach(function(e){t.Pipeline.warnIfFunctionNotRegistered(e),this._queue.push(e)},this)},t.Pipeline.prototype.after=function(e,n){t.Pipeline.warnIfFunctionNotRegistered(n);var i=this._queue.indexOf(e);if(-1===i)throw new Error("Cannot find existingFn");this._queue.splice(i+1,0,n)},t.Pipeline.prototype.before=function(e,n){t.Pipeline.warnIfFunctionNotRegistered(n);var i=this._queue.indexOf(e);if(-1===i)throw new Error("Cannot find existingFn");this._queue.splice(i,0,n)},t.Pipeline.prototype.remove=function(e){var t=this._queue.indexOf(e);-1!==t&&this._queue.splice(t,1)},t.Pipeline.prototype.run=function(e){for(var t=[],n=e.length,i=this._queue.length,o=0;n>o;o++){for(var r=e[o],s=0;i>s&&(r=this._queue[s](r,o,e),void 0!==r&&null!==r);s++);void 0!==r&&null!==r&&t.push(r)}return t},t.Pipeline.prototype.reset=function(){this._queue=[]},t.Pipeline.prototype.get=function(){return this._queue},t.Pipeline.prototype.toJSON=function(){return this._queue.map(function(e){return t.Pipeline.warnIfFunctionNotRegistered(e),e.label})},t.Index=function(){this._fields=[],this._ref="id",this.pipeline=new t.Pipeline,this.documentStore=new t.DocumentStore,this.index={},this.eventEmitter=new t.EventEmitter,this._idfCache={},this.on("add","remove","update",function(){this._idfCache={}}.bind(this))},t.Index.prototype.on=function(){var e=Array.prototype.slice.call(arguments);return this.eventEmitter.addListener.apply(this.eventEmitter,e)},t.Index.prototype.off=function(e,t){return this.eventEmitter.removeListener(e,t)},t.Index.load=function(e){e.version!==t.version&&t.utils.warn("version mismatch: current "+t.version+" importing "+e.version);var n=new this;n._fields=e.fields,n._ref=e.ref,n.documentStore=t.DocumentStore.load(e.documentStore),n.pipeline=t.Pipeline.load(e.pipeline),n.index={};for(var i in e.index)n.index[i]=t.InvertedIndex.load(e.index[i]);return n},t.Index.prototype.addField=function(e){return this._fields.push(e),this.index[e]=new t.InvertedIndex,this},t.Index.prototype.setRef=function(e){return this._ref=e,this},t.Index.prototype.saveDocument=function(e){return this.documentStore=new t.DocumentStore(e),this},t.Index.prototype.addDoc=function(e,n){if(e){var n=void 0===n?!0:n,i=e[this._ref];this.documentStore.addDoc(i,e),this._fields.forEach(function(n){var o=this.pipeline.run(t.tokenizer(e[n]));this.documentStore.addFieldLength(i,n,o.length);var r={};o.forEach(function(e){e in r?r[e]+=1:r[e]=1},this);for(var s in r){var u=r[s];u=Math.sqrt(u),this.index[n].addToken(s,{ref:i,tf:u})}},this),n&&this.eventEmitter.emit("add",e,this)}},t.Index.prototype.removeDocByRef=function(e){if(e&&this.documentStore.isDocStored()!==!1&&this.documentStore.hasDoc(e)){var t=this.documentStore.getDoc(e);this.removeDoc(t,!1)}},t.Index.prototype.removeDoc=function(e,n){if(e){var n=void 0===n?!0:n,i=e[this._ref];this.documentStore.hasDoc(i)&&(this.documentStore.removeDoc(i),this._fields.forEach(function(n){var o=this.pipeline.run(t.tokenizer(e[n]));o.forEach(function(e){this.index[n].removeToken(e,i)},this)},this),n&&this.eventEmitter.emit("remove",e,this))}},t.Index.prototype.updateDoc=function(e,t){var t=void 0===t?!0:t;this.removeDocByRef(e[this._ref],!1),this.addDoc(e,!1),t&&this.eventEmitter.emit("update",e,this)},t.Index.prototype.idf=function(e,t){var n="@"+t+"/"+e;if(Object.prototype.hasOwnProperty.call(this._idfCache,n))return this._idfCache[n];var i=this.index[t].getDocFreq(e),o=1+Math.log(this.documentStore.length/(i+1));return this._idfCache[n]=o,o},t.Index.prototype.getFields=function(){return this._fields.slice()},t.Index.prototype.search=function(e,n){if(!e)return[];e="string"==typeof e?{any:e}:JSON.parse(JSON.stringify(e));var i=null;null!=n&&(i=JSON.stringify(n));for(var o=new t.Configuration(i,this.getFields()).get(),r={},s=Object.keys(e),u=0;u0&&t.push(e);for(var i in n)"docs"!==i&&"df"!==i&&this.expandToken(e+i,t,n[i]);return t},t.InvertedIndex.prototype.toJSON=function(){return{root:this.root}},t.Configuration=function(e,n){var e=e||"";if(void 0==n||null==n)throw new Error("fields should not be null");this.config={};var i;try{i=JSON.parse(e),this.buildUserConfig(i,n)}catch(o){t.utils.warn("user configuration parse failed, will use default configuration"),this.buildDefaultConfig(n)}},t.Configuration.prototype.buildDefaultConfig=function(e){this.reset(),e.forEach(function(e){this.config[e]={boost:1,bool:"OR",expand:!1}},this)},t.Configuration.prototype.buildUserConfig=function(e,n){var i="OR",o=!1;if(this.reset(),"bool"in e&&(i=e.bool||i),"expand"in e&&(o=e.expand||o),"fields"in e)for(var r in e.fields)if(n.indexOf(r)>-1){var s=e.fields[r],u=o;void 0!=s.expand&&(u=s.expand),this.config[r]={boost:s.boost||0===s.boost?s.boost:1,bool:s.bool||i,expand:u}}else t.utils.warn("field name in user configuration not found in index instance fields");else this.addAllFields2UserConfig(i,o,n)},t.Configuration.prototype.addAllFields2UserConfig=function(e,t,n){n.forEach(function(n){this.config[n]={boost:1,bool:e,expand:t}},this)},t.Configuration.prototype.get=function(){return this.config},t.Configuration.prototype.reset=function(){this.config={}},lunr.SortedSet=function(){this.length=0,this.elements=[]},lunr.SortedSet.load=function(e){var t=new this;return t.elements=e,t.length=e.length,t},lunr.SortedSet.prototype.add=function(){var e,t;for(e=0;e1;){if(r===e)return o;e>r&&(t=o),r>e&&(n=o),i=n-t,o=t+Math.floor(i/2),r=this.elements[o]}return r===e?o:-1},lunr.SortedSet.prototype.locationFor=function(e){for(var t=0,n=this.elements.length,i=n-t,o=t+Math.floor(i/2),r=this.elements[o];i>1;)e>r&&(t=o),r>e&&(n=o),i=n-t,o=t+Math.floor(i/2),r=this.elements[o];return r>e?o:e>r?o+1:void 0},lunr.SortedSet.prototype.intersect=function(e){for(var t=new lunr.SortedSet,n=0,i=0,o=this.length,r=e.length,s=this.elements,u=e.elements;;){if(n>o-1||i>r-1)break;s[n]!==u[i]?s[n]u[i]&&i++:(t.add(s[n]),n++,i++)}return t},lunr.SortedSet.prototype.clone=function(){var e=new lunr.SortedSet;return e.elements=this.toArray(),e.length=e.elements.length,e},lunr.SortedSet.prototype.union=function(e){var t,n,i;this.length>=e.length?(t=this,n=e):(t=e,n=this),i=t.clone();for(var o=0,r=n.toArray();o

\n"}, "causy.algorithms": {"fullname": "causy.algorithms", "modulename": "causy.algorithms", "kind": "module", "doc": "

\n"}, "causy.algorithms.PC": {"fullname": "causy.algorithms.PC", "modulename": "causy.algorithms", "qualname": "PC", "kind": "variable", "doc": "

\n", "default_value": "<class 'causy.graph.graph_model_factory.<locals>.GraphModel'>"}, "causy.algorithms.ParallelPC": {"fullname": "causy.algorithms.ParallelPC", "modulename": "causy.algorithms", "qualname": "ParallelPC", "kind": "variable", "doc": "

\n", "default_value": "<class 'causy.graph.graph_model_factory.<locals>.GraphModel'>"}, "causy.cli": {"fullname": "causy.cli", "modulename": "causy.cli", "kind": "module", "doc": "

\n"}, "causy.cli.app": {"fullname": "causy.cli.app", "modulename": "causy.cli", "qualname": "app", "kind": "variable", "doc": "

\n", "default_value": "<typer.main.Typer object>"}, "causy.cli.load_json": {"fullname": "causy.cli.load_json", "modulename": "causy.cli", "qualname": "load_json", "kind": "function", "doc": "

\n", "signature": "(pipeline_file: str):", "funcdef": "def"}, "causy.cli.load_algorithm": {"fullname": "causy.cli.load_algorithm", "modulename": "causy.cli", "qualname": "load_algorithm", "kind": "function", "doc": "

\n", "signature": "(algorithm: str):", "funcdef": "def"}, "causy.cli.create_pipeline": {"fullname": "causy.cli.create_pipeline", "modulename": "causy.cli", "qualname": "create_pipeline", "kind": "function", "doc": "

\n", "signature": "(pipeline_config: dict):", "funcdef": "def"}, "causy.cli.MyJSONEncoder": {"fullname": "causy.cli.MyJSONEncoder", "modulename": "causy.cli", "qualname": "MyJSONEncoder", "kind": "class", "doc": "

Extensible JSON https://json.org encoder for Python data structures.

\n\n

Supports the following objects and types by default:

\n\n

+-------------------+---------------+\n| Python | JSON |\n+===================+===============+\n| dict | object |\n+-------------------+---------------+\n| list, tuple | array |\n+-------------------+---------------+\n| str | string |\n+-------------------+---------------+\n| int, float | number |\n+-------------------+---------------+\n| True | true |\n+-------------------+---------------+\n| False | false |\n+-------------------+---------------+\n| None | null |\n+-------------------+---------------+

\n\n

To extend this to recognize other objects, subclass and implement a\n.default() method with another method that returns a serializable\nobject for o if possible, otherwise it should call the superclass\nimplementation (to raise TypeError).

\n", "bases": "json.encoder.JSONEncoder"}, "causy.cli.MyJSONEncoder.default": {"fullname": "causy.cli.MyJSONEncoder.default", "modulename": "causy.cli", "qualname": "MyJSONEncoder.default", "kind": "function", "doc": "

Implement this method in a subclass such that it returns\na serializable object for o, or calls the base implementation\n(to raise a TypeError).

\n\n

For example, to support arbitrary iterators, you could\nimplement default like this::

\n\n
def default(self, o):\n    try:\n        iterable = iter(o)\n    except TypeError:\n        pass\n    else:\n        return list(iterable)\n    # Let the base class default method raise the TypeError\n    return JSONEncoder.default(self, o)\n
\n", "signature": "(self, obj):", "funcdef": "def"}, "causy.cli.eject": {"fullname": "causy.cli.eject", "modulename": "causy.cli", "qualname": "eject", "kind": "function", "doc": "

\n", "signature": "(algorithm: str, output_file: str):", "funcdef": "def"}, "causy.cli.execute": {"fullname": "causy.cli.execute", "modulename": "causy.cli", "qualname": "execute", "kind": "function", "doc": "

\n", "signature": "(\tdata_file: str,\tpipeline: str = None,\talgorithm: str = None,\toutput_file: str = None,\trender_save_file: str = None,\tlog_level: str = 'ERROR'):", "funcdef": "def"}, "causy.cli.visualize": {"fullname": "causy.cli.visualize", "modulename": "causy.cli", "qualname": "visualize", "kind": "function", "doc": "

\n", "signature": "(output: str):", "funcdef": "def"}, "causy.exit_conditions": {"fullname": "causy.exit_conditions", "modulename": "causy.exit_conditions", "kind": "module", "doc": "

\n"}, "causy.exit_conditions.ExitOnNoActions": {"fullname": "causy.exit_conditions.ExitOnNoActions", "modulename": "causy.exit_conditions", "qualname": "ExitOnNoActions", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.ExitConditionInterface"}, "causy.exit_conditions.ExitOnNoActions.check": {"fullname": "causy.exit_conditions.ExitOnNoActions.check", "modulename": "causy.exit_conditions", "qualname": "ExitOnNoActions.check", "kind": "function", "doc": "

Check if there are no actions taken in the last iteration and if so, break the loop\nIf it is the first iteration, do not break the loop (we need to execute the first step)

\n\n
Parameters
\n\n
    \n
  • graph: the graph
    • \n
  • graph_model_instance_: the graph model instance
    • \n
  • actions_taken: the actions taken in the last iteration
    • \n
  • iteration: iteration number
    • \n
\n\n
Returns
\n\n
\n

True if you want to break an iteration, False otherwise

\n
\n", "signature": "(self, graph, graph_model_instance_, actions_taken, iteration):", "funcdef": "def"}, "causy.generators": {"fullname": "causy.generators", "modulename": "causy.generators", "kind": "module", "doc": "

\n"}, "causy.generators.logger": {"fullname": "causy.generators.logger", "modulename": "causy.generators", "qualname": "logger", "kind": "variable", "doc": "

\n", "default_value": "<Logger causy.generators (WARNING)>"}, "causy.generators.AllCombinationsGenerator": {"fullname": "causy.generators.AllCombinationsGenerator", "modulename": "causy.generators", "qualname": "AllCombinationsGenerator", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.GeneratorInterface"}, "causy.generators.AllCombinationsGenerator.generate": {"fullname": "causy.generators.AllCombinationsGenerator.generate", "modulename": "causy.generators", "qualname": "AllCombinationsGenerator.generate", "kind": "function", "doc": "

\n", "signature": "(\tself,\tgraph: causy.interfaces.BaseGraphInterface,\tgraph_model_instance_: causy.interfaces.GraphModelInterface):", "funcdef": "def"}, "causy.generators.PairsWithNeighboursGenerator": {"fullname": "causy.generators.PairsWithNeighboursGenerator", "modulename": "causy.generators", "qualname": "PairsWithNeighboursGenerator", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.GeneratorInterface"}, "causy.generators.PairsWithNeighboursGenerator.__init__": {"fullname": "causy.generators.PairsWithNeighboursGenerator.__init__", "modulename": "causy.generators", "qualname": "PairsWithNeighboursGenerator.__init__", "kind": "function", "doc": "

\n", "signature": "(\tcomparison_settings: causy.interfaces.ComparisonSettings,\tchunked: bool = None,\tshuffle_combinations: bool = None)"}, "causy.generators.PairsWithNeighboursGenerator.shuffle_combinations": {"fullname": "causy.generators.PairsWithNeighboursGenerator.shuffle_combinations", "modulename": "causy.generators", "qualname": "PairsWithNeighboursGenerator.shuffle_combinations", "kind": "variable", "doc": "

\n", "default_value": "True"}, "causy.generators.PairsWithNeighboursGenerator.chunked": {"fullname": "causy.generators.PairsWithNeighboursGenerator.chunked", "modulename": "causy.generators", "qualname": "PairsWithNeighboursGenerator.chunked", "kind": "variable", "doc": "

\n", "default_value": "True"}, "causy.generators.PairsWithNeighboursGenerator.to_dict": {"fullname": "causy.generators.PairsWithNeighboursGenerator.to_dict", "modulename": "causy.generators", "qualname": "PairsWithNeighboursGenerator.to_dict", "kind": "function", "doc": "

\n", "signature": "(self):", "funcdef": "def"}, "causy.generators.PairsWithNeighboursGenerator.generate": {"fullname": "causy.generators.PairsWithNeighboursGenerator.generate", "modulename": "causy.generators", "qualname": "PairsWithNeighboursGenerator.generate", "kind": "function", "doc": "

\n", "signature": "(\tself,\tgraph: causy.interfaces.BaseGraphInterface,\tgraph_model_instance_: causy.interfaces.GraphModelInterface):", "funcdef": "def"}, "causy.graph": {"fullname": "causy.graph", "modulename": "causy.graph", "kind": "module", "doc": "

\n"}, "causy.graph.logger": {"fullname": "causy.graph.logger", "modulename": "causy.graph", "qualname": "logger", "kind": "variable", "doc": "

\n", "default_value": "<Logger causy.graph (WARNING)>"}, "causy.graph.Node": {"fullname": "causy.graph.Node", "modulename": "causy.graph", "qualname": "Node", "kind": "class", "doc": "

\n", "bases": "causy.interfaces.NodeInterface"}, "causy.graph.Node.__init__": {"fullname": "causy.graph.Node.__init__", "modulename": "causy.graph", "qualname": "Node.__init__", "kind": "function", "doc": "

\n", "signature": "(name: str, id: str, values: torch.Tensor)"}, "causy.graph.Node.name": {"fullname": "causy.graph.Node.name", "modulename": "causy.graph", "qualname": "Node.name", "kind": "variable", "doc": "

\n", "annotation": ": str"}, "causy.graph.Node.id": {"fullname": "causy.graph.Node.id", "modulename": "causy.graph", "qualname": "Node.id", "kind": "variable", "doc": "

\n", "annotation": ": str"}, "causy.graph.Node.values": {"fullname": "causy.graph.Node.values", "modulename": "causy.graph", "qualname": "Node.values", "kind": "variable", "doc": "

\n", "annotation": ": torch.Tensor"}, "causy.graph.UndirectedGraphError": {"fullname": "causy.graph.UndirectedGraphError", "modulename": "causy.graph", "qualname": "UndirectedGraphError", "kind": "class", "doc": "

Common base class for all non-exit exceptions.

\n", "bases": "builtins.Exception"}, "causy.graph.UndirectedGraph": {"fullname": "causy.graph.UndirectedGraph", "modulename": "causy.graph", "qualname": "UndirectedGraph", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.BaseGraphInterface"}, "causy.graph.UndirectedGraph.nodes": {"fullname": "causy.graph.UndirectedGraph.nodes", "modulename": "causy.graph", "qualname": "UndirectedGraph.nodes", "kind": "variable", "doc": "

\n", "annotation": ": Dict[str, causy.graph.Node]"}, "causy.graph.UndirectedGraph.edges": {"fullname": "causy.graph.UndirectedGraph.edges", "modulename": "causy.graph", "qualname": "UndirectedGraph.edges", "kind": "variable", "doc": "

\n", "annotation": ": Dict[str, Dict[str, Dict]]"}, "causy.graph.UndirectedGraph.edge_history": {"fullname": "causy.graph.UndirectedGraph.edge_history", "modulename": "causy.graph", "qualname": "UndirectedGraph.edge_history", "kind": "variable", "doc": "

\n", "annotation": ": Dict[Tuple[str, str], List[causy.interfaces.TestResult]]"}, "causy.graph.UndirectedGraph.action_history": {"fullname": "causy.graph.UndirectedGraph.action_history", "modulename": "causy.graph", "qualname": "UndirectedGraph.action_history", "kind": "variable", "doc": "

\n", "annotation": ": List[Dict[str, List[causy.interfaces.TestResult]]]"}, "causy.graph.UndirectedGraph.add_edge": {"fullname": "causy.graph.UndirectedGraph.add_edge", "modulename": "causy.graph", "qualname": "UndirectedGraph.add_edge", "kind": "function", "doc": "

Add an edge to the graph

\n\n
Parameters
\n\n
    \n
  • u: u node
    • \n
  • v: v node
    • \n
\n\n
Returns
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node, value: Dict):", "funcdef": "def"}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"fullname": "causy.graph.UndirectedGraph.retrieve_edge_history", "modulename": "causy.graph", "qualname": "UndirectedGraph.retrieve_edge_history", "kind": "function", "doc": "

Retrieve the edge history

\n\n
Parameters
\n\n
    \n
  • u:
    • \n
  • v:
    • \n
  • action:
    • \n
\n\n
Returns
\n", "signature": "(\tself,\tu,\tv,\taction: causy.interfaces.TestResultAction = None) -> List[causy.interfaces.TestResult]:", "funcdef": "def"}, "causy.graph.UndirectedGraph.add_edge_history": {"fullname": "causy.graph.UndirectedGraph.add_edge_history", "modulename": "causy.graph", "qualname": "UndirectedGraph.add_edge_history", "kind": "function", "doc": "

\n", "signature": "(self, u, v, action: causy.interfaces.TestResultAction):", "funcdef": "def"}, "causy.graph.UndirectedGraph.remove_edge": {"fullname": "causy.graph.UndirectedGraph.remove_edge", "modulename": "causy.graph", "qualname": "UndirectedGraph.remove_edge", "kind": "function", "doc": "

Remove an edge from the graph

\n\n
Parameters
\n\n
    \n
  • u: u node
    • \n
  • v: v node
    • \n
\n\n
Returns
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node):", "funcdef": "def"}, "causy.graph.UndirectedGraph.remove_directed_edge": {"fullname": "causy.graph.UndirectedGraph.remove_directed_edge", "modulename": "causy.graph", "qualname": "UndirectedGraph.remove_directed_edge", "kind": "function", "doc": "

Remove an edge from the graph

\n\n
Parameters
\n\n
    \n
  • u: u node
    • \n
  • v: v node
    • \n
\n\n
Returns
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node):", "funcdef": "def"}, "causy.graph.UndirectedGraph.update_edge": {"fullname": "causy.graph.UndirectedGraph.update_edge", "modulename": "causy.graph", "qualname": "UndirectedGraph.update_edge", "kind": "function", "doc": "

Update an edge in the graph

\n\n
Parameters
\n\n
    \n
  • u: u node
    • \n
  • v: v node
    • \n
\n\n
Returns
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node, value: Dict):", "funcdef": "def"}, "causy.graph.UndirectedGraph.update_directed_edge": {"fullname": "causy.graph.UndirectedGraph.update_directed_edge", "modulename": "causy.graph", "qualname": "UndirectedGraph.update_directed_edge", "kind": "function", "doc": "

Update an edge in the graph

\n\n
Parameters
\n\n
    \n
  • u: u node
    • \n
  • v: v node
    • \n
\n\n
Returns
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node, value: Dict):", "funcdef": "def"}, "causy.graph.UndirectedGraph.edge_exists": {"fullname": "causy.graph.UndirectedGraph.edge_exists", "modulename": "causy.graph", "qualname": "UndirectedGraph.edge_exists", "kind": "function", "doc": "

Check if any edge exists between u and v. Cases: u -> v, u <-> v, u <- v

\n\n
Parameters
\n\n
    \n
  • u: node u
    • \n
  • v: node v
    • \n
\n\n
Returns
\n\n
\n

True if any edge exists, False otherwise

\n
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node):", "funcdef": "def"}, "causy.graph.UndirectedGraph.directed_edge_exists": {"fullname": "causy.graph.UndirectedGraph.directed_edge_exists", "modulename": "causy.graph", "qualname": "UndirectedGraph.directed_edge_exists", "kind": "function", "doc": "

Check if a directed edge exists between u and v. Cases: u -> v, u <-> v

\n\n
Parameters
\n\n
    \n
  • u: node u
    • \n
  • v: node v
    • \n
\n\n
Returns
\n\n
\n

True if a directed edge exists, False otherwise

\n
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node):", "funcdef": "def"}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"fullname": "causy.graph.UndirectedGraph.only_directed_edge_exists", "modulename": "causy.graph", "qualname": "UndirectedGraph.only_directed_edge_exists", "kind": "function", "doc": "

Check if a directed edge exists between u and v, but no directed edge exists between v and u. Case: u -> v

\n\n
Parameters
\n\n
    \n
  • u: node u
    • \n
  • v: node v
    • \n
\n\n
Returns
\n\n
\n

True if only directed edge exists, False otherwise

\n
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node):", "funcdef": "def"}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"fullname": "causy.graph.UndirectedGraph.undirected_edge_exists", "modulename": "causy.graph", "qualname": "UndirectedGraph.undirected_edge_exists", "kind": "function", "doc": "

Check if an undirected edge exists between u and v. Note: currently, an undirected edges is implemented just as\na directed edge. However, they are two functions as they mean different things in different algorithms.\nCurrently, this function is used in the PC algorithm, where an undirected edge is an edge which could not be\noriented in any direction by orientation rules.\nLater, a cohersive naming scheme should be implemented.

\n\n
Parameters
\n\n
    \n
  • u: node u
    • \n
  • v: node v
    • \n
\n\n
Returns
\n\n
\n

True if an undirected edge exists, False otherwise

\n
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node):", "funcdef": "def"}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"fullname": "causy.graph.UndirectedGraph.bidirected_edge_exists", "modulename": "causy.graph", "qualname": "UndirectedGraph.bidirected_edge_exists", "kind": "function", "doc": "

Check if a bidirected edge exists between u and v. Note: currently, a bidirected edges is implemented just as\nan undirected edge. However, they are two functions as they mean different things in different algorithms.\nThis function will be used for the FCI algorithm for now, where a bidirected edge is an edge between two nodes\nthat have been identified to have a common cause by orientation rules.\nLater, a cohersive naming scheme should be implemented.

\n\n
Parameters
\n\n
    \n
  • u: node u
    • \n
  • v: node v
    • \n
\n\n
Returns
\n\n
\n

True if a bidirected edge exists, False otherwise

\n
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node):", "funcdef": "def"}, "causy.graph.UndirectedGraph.edge_value": {"fullname": "causy.graph.UndirectedGraph.edge_value", "modulename": "causy.graph", "qualname": "UndirectedGraph.edge_value", "kind": "function", "doc": "

\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node):", "funcdef": "def"}, "causy.graph.UndirectedGraph.add_node": {"fullname": "causy.graph.UndirectedGraph.add_node", "modulename": "causy.graph", "qualname": "UndirectedGraph.add_node", "kind": "function", "doc": "

Add a node to the graph

\n\n
Parameters
\n\n
    \n
  • name: name of the node
    • \n
  • values: values of the node
    • \n
  • id_: id_ of the node\n:param : node
    • \n
\n\n
Returns
\n", "signature": "(self, name: str, values: List[float], id_: str = None):", "funcdef": "def"}, "causy.graph.UndirectedGraph.directed_path_exists": {"fullname": "causy.graph.UndirectedGraph.directed_path_exists", "modulename": "causy.graph", "qualname": "UndirectedGraph.directed_path_exists", "kind": "function", "doc": "

Check if a directed path from u to v exists

\n\n
Parameters
\n\n
    \n
  • u: node u
    • \n
  • v: node v
    • \n
\n\n
Returns
\n\n
\n

True if a directed path exists, False otherwise

\n
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node):", "funcdef": "def"}, "causy.graph.UndirectedGraph.directed_paths": {"fullname": "causy.graph.UndirectedGraph.directed_paths", "modulename": "causy.graph", "qualname": "UndirectedGraph.directed_paths", "kind": "function", "doc": "

Return all directed paths from u to v

\n\n
Parameters
\n\n
    \n
  • u: node u
    • \n
  • v: node v
    • \n
\n\n
Returns
\n\n
\n

list of directed paths

\n
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node):", "funcdef": "def"}, "causy.graph.UndirectedGraph.inducing_path_exists": {"fullname": "causy.graph.UndirectedGraph.inducing_path_exists", "modulename": "causy.graph", "qualname": "UndirectedGraph.inducing_path_exists", "kind": "function", "doc": "

Check if an inducing path from u to v exists.\nAn inducing path from u to v is a directed path from u to v on which all mediators are colliders.

\n\n
Parameters
\n\n
    \n
  • u: node u
    • \n
  • v: node v
    • \n
\n\n
Returns
\n\n
\n

True if an inducing path exists, False otherwise

\n
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node):", "funcdef": "def"}, "causy.graph.unpack_run": {"fullname": "causy.graph.unpack_run", "modulename": "causy.graph", "qualname": "unpack_run", "kind": "function", "doc": "

\n", "signature": "(args):", "funcdef": "def"}, "causy.graph.AbstractGraphModel": {"fullname": "causy.graph.AbstractGraphModel", "modulename": "causy.graph", "qualname": "AbstractGraphModel", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.GraphModelInterface, abc.ABC"}, "causy.graph.AbstractGraphModel.__init__": {"fullname": "causy.graph.AbstractGraphModel.__init__", "modulename": "causy.graph", "qualname": "AbstractGraphModel.__init__", "kind": "function", "doc": "

\n", "signature": "(\tgraph=None,\tpipeline_steps: Optional[List[causy.interfaces.IndependenceTestInterface]] = None)"}, "causy.graph.AbstractGraphModel.pipeline_steps": {"fullname": "causy.graph.AbstractGraphModel.pipeline_steps", "modulename": "causy.graph", "qualname": "AbstractGraphModel.pipeline_steps", "kind": "variable", "doc": "

\n", "annotation": ": List[causy.interfaces.IndependenceTestInterface]"}, "causy.graph.AbstractGraphModel.graph": {"fullname": "causy.graph.AbstractGraphModel.graph", "modulename": "causy.graph", "qualname": "AbstractGraphModel.graph", "kind": "variable", "doc": "

\n", "annotation": ": causy.interfaces.BaseGraphInterface"}, "causy.graph.AbstractGraphModel.pool": {"fullname": "causy.graph.AbstractGraphModel.pool", "modulename": "causy.graph", "qualname": "AbstractGraphModel.pool", "kind": "variable", "doc": "

\n", "annotation": ": <bound method BaseContext.Pool of <multiprocessing.context.DefaultContext object at 0x1073a5e10>>"}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"fullname": "causy.graph.AbstractGraphModel.create_graph_from_data", "modulename": "causy.graph", "qualname": "AbstractGraphModel.create_graph_from_data", "kind": "function", "doc": "

Create a graph from data

\n\n
Parameters
\n\n
    \n
  • data: is a list of dictionaries
    • \n
\n\n
Returns
\n", "signature": "(self, data: List[Dict[str, float]]):", "funcdef": "def"}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"fullname": "causy.graph.AbstractGraphModel.create_all_possible_edges", "modulename": "causy.graph", "qualname": "AbstractGraphModel.create_all_possible_edges", "kind": "function", "doc": "

Create all possible nodes

\n\n
Returns
\n", "signature": "(self):", "funcdef": "def"}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"fullname": "causy.graph.AbstractGraphModel.execute_pipeline_steps", "modulename": "causy.graph", "qualname": "AbstractGraphModel.execute_pipeline_steps", "kind": "function", "doc": "

Execute all pipeline_steps

\n\n
Returns
\n\n
\n

the steps taken during the step execution

\n
\n", "signature": "(self):", "funcdef": "def"}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"fullname": "causy.graph.AbstractGraphModel.execute_pipeline_step", "modulename": "causy.graph", "qualname": "AbstractGraphModel.execute_pipeline_step", "kind": "function", "doc": "

Filter the graph

\n\n
Parameters
\n\n
    \n
  • test_fn: the test function
    • \n
  • threshold: the threshold
    • \n
\n\n
Returns
\n", "signature": "(self, test_fn: causy.interfaces.IndependenceTestInterface):", "funcdef": "def"}, "causy.graph.graph_model_factory": {"fullname": "causy.graph.graph_model_factory", "modulename": "causy.graph", "qualname": "graph_model_factory", "kind": "function", "doc": "

Create a graph model

\n\n
Parameters
\n\n
    \n
  • pipeline_steps: a list of pipeline_steps which should be applied to the graph
    • \n
\n\n
Returns
\n\n
\n

the graph model

\n
\n", "signature": "(\tpipeline_steps: Optional[List[causy.interfaces.IndependenceTestInterface]] = None) -> type[causy.graph.AbstractGraphModel]:", "funcdef": "def"}, "causy.graph.Loop": {"fullname": "causy.graph.Loop", "modulename": "causy.graph", "qualname": "Loop", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.LogicStepInterface"}, "causy.graph.Loop.__init__": {"fullname": "causy.graph.Loop.__init__", "modulename": "causy.graph", "qualname": "Loop.__init__", "kind": "function", "doc": "

\n", "signature": "(\tpipeline_steps: Optional[List[causy.interfaces.IndependenceTestInterface]] = None,\texit_condition: causy.interfaces.ExitConditionInterface = None)"}, "causy.graph.Loop.execute": {"fullname": "causy.graph.Loop.execute", "modulename": "causy.graph", "qualname": "Loop.execute", "kind": "function", "doc": "

\n", "signature": "(\tself,\tgraph: causy.interfaces.BaseGraphInterface,\tgraph_model_instance_: causy.interfaces.GraphModelInterface):", "funcdef": "def"}, "causy.graph.Loop.pipeline_steps": {"fullname": "causy.graph.Loop.pipeline_steps", "modulename": "causy.graph", "qualname": "Loop.pipeline_steps", "kind": "variable", "doc": "

\n"}, "causy.graph.Loop.exit_condition": {"fullname": "causy.graph.Loop.exit_condition", "modulename": "causy.graph", "qualname": "Loop.exit_condition", "kind": "variable", "doc": "

\n"}, "causy.graph.Loop.serialize": {"fullname": "causy.graph.Loop.serialize", "modulename": "causy.graph", "qualname": "Loop.serialize", "kind": "function", "doc": "

\n", "signature": "(self) -> dict:", "funcdef": "def"}, "causy.independence_tests": {"fullname": "causy.independence_tests", "modulename": "causy.independence_tests", "kind": "module", "doc": "

\n"}, "causy.independence_tests.logger": {"fullname": "causy.independence_tests.logger", "modulename": "causy.independence_tests", "qualname": "logger", "kind": "variable", "doc": "

\n", "default_value": "<Logger causy.independence_tests (WARNING)>"}, "causy.independence_tests.CalculateCorrelations": {"fullname": "causy.independence_tests.CalculateCorrelations", "modulename": "causy.independence_tests", "qualname": "CalculateCorrelations", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.IndependenceTestInterface"}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"fullname": "causy.independence_tests.CalculateCorrelations.GENERATOR", "modulename": "causy.independence_tests", "qualname": "CalculateCorrelations.GENERATOR", "kind": "variable", "doc": "

\n", "default_value": "<causy.generators.AllCombinationsGenerator object>"}, "causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"fullname": "causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING", "modulename": "causy.independence_tests", "qualname": "CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING", "kind": "variable", "doc": "

\n", "default_value": "1"}, "causy.independence_tests.CalculateCorrelations.PARALLEL": {"fullname": "causy.independence_tests.CalculateCorrelations.PARALLEL", "modulename": "causy.independence_tests", "qualname": "CalculateCorrelations.PARALLEL", "kind": "variable", "doc": "

\n", "default_value": "False"}, "causy.independence_tests.CalculateCorrelations.test": {"fullname": "causy.independence_tests.CalculateCorrelations.test", "modulename": "causy.independence_tests", "qualname": "CalculateCorrelations.test", "kind": "function", "doc": "

Calculate the correlation between each pair of nodes and store it to the respective edge.

\n\n
Parameters
\n\n
    \n
  • nodes: list of nodes
    • \n
\n\n
Returns
\n\n
\n

A TestResult with the action to take

\n
\n", "signature": "(\tself,\tnodes: Tuple[str],\tgraph: causy.interfaces.BaseGraphInterface) -> causy.interfaces.TestResult:", "funcdef": "def"}, "causy.independence_tests.CorrelationCoefficientTest": {"fullname": "causy.independence_tests.CorrelationCoefficientTest", "modulename": "causy.independence_tests", "qualname": "CorrelationCoefficientTest", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.IndependenceTestInterface"}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"fullname": "causy.independence_tests.CorrelationCoefficientTest.GENERATOR", "modulename": "causy.independence_tests", "qualname": "CorrelationCoefficientTest.GENERATOR", "kind": "variable", "doc": "

\n", "default_value": "<causy.generators.AllCombinationsGenerator object>"}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"fullname": "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING", "modulename": "causy.independence_tests", "qualname": "CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING", "kind": "variable", "doc": "

\n", "default_value": "1"}, "causy.independence_tests.CorrelationCoefficientTest.PARALLEL": {"fullname": "causy.independence_tests.CorrelationCoefficientTest.PARALLEL", "modulename": "causy.independence_tests", "qualname": "CorrelationCoefficientTest.PARALLEL", "kind": "variable", "doc": "

\n", "default_value": "False"}, "causy.independence_tests.CorrelationCoefficientTest.test": {"fullname": "causy.independence_tests.CorrelationCoefficientTest.test", "modulename": "causy.independence_tests", "qualname": "CorrelationCoefficientTest.test", "kind": "function", "doc": "

Test if x and y are independent and delete edge in graph if they are.

\n\n
Parameters
\n\n
    \n
  • nodes: list of nodes
    • \n
\n\n
Returns
\n\n
\n

A TestResult with the action to take

\n
\n", "signature": "(\tself,\tnodes: List[str],\tgraph: causy.interfaces.BaseGraphInterface) -> Optional[causy.interfaces.TestResult]:", "funcdef": "def"}, "causy.independence_tests.PartialCorrelationTest": {"fullname": "causy.independence_tests.PartialCorrelationTest", "modulename": "causy.independence_tests", "qualname": "PartialCorrelationTest", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.IndependenceTestInterface"}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"fullname": "causy.independence_tests.PartialCorrelationTest.GENERATOR", "modulename": "causy.independence_tests", "qualname": "PartialCorrelationTest.GENERATOR", "kind": "variable", "doc": "

\n", "default_value": "<causy.generators.AllCombinationsGenerator object>"}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"fullname": "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING", "modulename": "causy.independence_tests", "qualname": "PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING", "kind": "variable", "doc": "

\n", "default_value": "1"}, "causy.independence_tests.PartialCorrelationTest.PARALLEL": {"fullname": "causy.independence_tests.PartialCorrelationTest.PARALLEL", "modulename": "causy.independence_tests", "qualname": "PartialCorrelationTest.PARALLEL", "kind": "variable", "doc": "

\n", "default_value": "False"}, "causy.independence_tests.PartialCorrelationTest.test": {"fullname": "causy.independence_tests.PartialCorrelationTest.test", "modulename": "causy.independence_tests", "qualname": "PartialCorrelationTest.test", "kind": "function", "doc": "

Test if nodes x,y are independent given node z based on a partial correlation test.\nWe use this test for all combinations of 3 nodes because it is faster than the extended test (which supports combinations of n nodes). We can\nuse it to remove edges between nodes which are not independent given another node and so reduce the number of combinations for the extended test.

\n\n
Parameters
\n\n
    \n
  • nodes: the nodes to test
    • \n
\n\n
Returns
\n\n
\n

A TestResult with the action to take

\n
\n\n

TODO: we are testing (C and E given B) and (E and C given B), we just need one of these, remove redundant tests.

\n", "signature": "(\tself,\tnodes: Tuple[str],\tgraph: causy.interfaces.BaseGraphInterface) -> Optional[List[causy.interfaces.TestResult]]:", "funcdef": "def"}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"fullname": "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression", "modulename": "causy.independence_tests", "qualname": "ExtendedPartialCorrelationTestLinearRegression", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.IndependenceTestInterface"}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"fullname": "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR", "modulename": "causy.independence_tests", "qualname": "ExtendedPartialCorrelationTestLinearRegression.GENERATOR", "kind": "variable", "doc": "

\n", "default_value": "<causy.generators.AllCombinationsGenerator object>"}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"fullname": "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING", "modulename": "causy.independence_tests", "qualname": "ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING", "kind": "variable", "doc": "

\n", "default_value": "1000"}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.PARALLEL": {"fullname": "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.PARALLEL", "modulename": "causy.independence_tests", "qualname": "ExtendedPartialCorrelationTestLinearRegression.PARALLEL", "kind": "variable", "doc": "

\n", "default_value": "True"}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"fullname": "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test", "modulename": "causy.independence_tests", "qualname": "ExtendedPartialCorrelationTestLinearRegression.test", "kind": "function", "doc": "

Test if nodes x,y are independent given Z (set of nodes) based on partial correlation using linear regression and a correlation test on the residuals.\nWe use this test for all combinations of more than 3 nodes because it is slower.

\n\n
Parameters
\n\n
    \n
  • nodes: the nodes to test
    • \n
\n\n
Returns
\n\n
\n

A TestResult with the action to take

\n
\n\n

TODO: Does not run in reasonable time yet.

\n", "signature": "(\tself,\tnodes: List[str],\tgraph: causy.interfaces.BaseGraphInterface) -> Optional[List[causy.interfaces.TestResult]]:", "funcdef": "def"}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"fullname": "causy.independence_tests.ExtendedPartialCorrelationTestMatrix", "modulename": "causy.independence_tests", "qualname": "ExtendedPartialCorrelationTestMatrix", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.IndependenceTestInterface"}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"fullname": "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR", "modulename": "causy.independence_tests", "qualname": "ExtendedPartialCorrelationTestMatrix.GENERATOR", "kind": "variable", "doc": "

\n", "default_value": "<causy.generators.PairsWithNeighboursGenerator object>"}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"fullname": "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING", "modulename": "causy.independence_tests", "qualname": "ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING", "kind": "variable", "doc": "

\n", "default_value": "1000"}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.PARALLEL": {"fullname": "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.PARALLEL", "modulename": "causy.independence_tests", "qualname": "ExtendedPartialCorrelationTestMatrix.PARALLEL", "kind": "variable", "doc": "

\n", "default_value": "False"}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"fullname": "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test", "modulename": "causy.independence_tests", "qualname": "ExtendedPartialCorrelationTestMatrix.test", "kind": "function", "doc": "

Test if nodes x,y are independent given Z (set of nodes) based on partial correlation using the inverted covariance matrix (precision matrix).\nhttps://en.wikipedia.org/wiki/Partial_correlation#Using_matrix_inversion\nWe use this test for all combinations of more than 3 nodes because it is slower.

\n\n
Parameters
\n\n
    \n
  • nodes: the nodes to test
    • \n
\n\n
Returns
\n\n
\n

A TestResult with the action to take

\n
\n", "signature": "(\tself,\tnodes: List[str],\tgraph: causy.interfaces.BaseGraphInterface) -> Optional[causy.interfaces.TestResult]:", "funcdef": "def"}, "causy.independence_tests.PlaceholderTest": {"fullname": "causy.independence_tests.PlaceholderTest", "modulename": "causy.independence_tests", "qualname": "PlaceholderTest", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.IndependenceTestInterface"}, "causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"fullname": "causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS", "modulename": "causy.independence_tests", "qualname": "PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS", "kind": "variable", "doc": "

\n", "default_value": "2"}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"fullname": "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING", "modulename": "causy.independence_tests", "qualname": "PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING", "kind": "variable", "doc": "

\n", "default_value": "10"}, "causy.independence_tests.PlaceholderTest.PARALLEL": {"fullname": "causy.independence_tests.PlaceholderTest.PARALLEL", "modulename": "causy.independence_tests", "qualname": "PlaceholderTest.PARALLEL", "kind": "variable", "doc": "

\n", "default_value": "False"}, "causy.independence_tests.PlaceholderTest.test": {"fullname": "causy.independence_tests.PlaceholderTest.test", "modulename": "causy.independence_tests", "qualname": "PlaceholderTest.test", "kind": "function", "doc": "

Placeholder test for testing purposes

\n\n
Parameters
\n\n
    \n
  • nodes:
    • \n
  • graph:
    • \n
\n\n
Returns
\n", "signature": "(\tself,\tnodes: Tuple[str],\tgraph: causy.interfaces.BaseGraphInterface) -> Union[List[causy.interfaces.TestResult], causy.interfaces.TestResult]:", "funcdef": "def"}, "causy.interfaces": {"fullname": "causy.interfaces", "modulename": "causy.interfaces", "kind": "module", "doc": "

\n"}, "causy.interfaces.logger": {"fullname": "causy.interfaces.logger", "modulename": "causy.interfaces", "qualname": "logger", "kind": "variable", "doc": "

\n", "default_value": "<Logger causy.interfaces (WARNING)>"}, "causy.interfaces.DEFAULT_THRESHOLD": {"fullname": "causy.interfaces.DEFAULT_THRESHOLD", "modulename": "causy.interfaces", "qualname": "DEFAULT_THRESHOLD", "kind": "variable", "doc": "

\n", "default_value": "0.01"}, "causy.interfaces.AS_MANY_AS_FIELDS": {"fullname": "causy.interfaces.AS_MANY_AS_FIELDS", "modulename": "causy.interfaces", "qualname": "AS_MANY_AS_FIELDS", "kind": "variable", "doc": "

\n", "default_value": "0"}, "causy.interfaces.ComparisonSettings": {"fullname": "causy.interfaces.ComparisonSettings", "modulename": "causy.interfaces", "qualname": "ComparisonSettings", "kind": "class", "doc": "

\n"}, "causy.interfaces.ComparisonSettings.__init__": {"fullname": "causy.interfaces.ComparisonSettings.__init__", "modulename": "causy.interfaces", "qualname": "ComparisonSettings.__init__", "kind": "function", "doc": "

\n", "signature": "(min: int = 2, max: int = 0)"}, "causy.interfaces.ComparisonSettings.min": {"fullname": "causy.interfaces.ComparisonSettings.min", "modulename": "causy.interfaces", "qualname": "ComparisonSettings.min", "kind": "variable", "doc": "

\n", "annotation": ": int", "default_value": "2"}, "causy.interfaces.ComparisonSettings.max": {"fullname": "causy.interfaces.ComparisonSettings.max", "modulename": "causy.interfaces", "qualname": "ComparisonSettings.max", "kind": "variable", "doc": "

\n", "annotation": ": int", "default_value": "0"}, "causy.interfaces.ComparisonSettings.serialize": {"fullname": "causy.interfaces.ComparisonSettings.serialize", "modulename": "causy.interfaces", "qualname": "ComparisonSettings.serialize", "kind": "function", "doc": "

\n", "signature": "(self):", "funcdef": "def"}, "causy.interfaces.NodeInterface": {"fullname": "causy.interfaces.NodeInterface", "modulename": "causy.interfaces", "qualname": "NodeInterface", "kind": "class", "doc": "

\n"}, "causy.interfaces.NodeInterface.name": {"fullname": "causy.interfaces.NodeInterface.name", "modulename": "causy.interfaces", "qualname": "NodeInterface.name", "kind": "variable", "doc": "

\n", "annotation": ": str"}, "causy.interfaces.NodeInterface.id": {"fullname": "causy.interfaces.NodeInterface.id", "modulename": "causy.interfaces", "qualname": "NodeInterface.id", "kind": "variable", "doc": "

\n", "annotation": ": str"}, "causy.interfaces.NodeInterface.values": {"fullname": "causy.interfaces.NodeInterface.values", "modulename": "causy.interfaces", "qualname": "NodeInterface.values", "kind": "variable", "doc": "

\n", "annotation": ": List[float]"}, "causy.interfaces.NodeInterface.to_dict": {"fullname": "causy.interfaces.NodeInterface.to_dict", "modulename": "causy.interfaces", "qualname": "NodeInterface.to_dict", "kind": "function", "doc": "

\n", "signature": "(self):", "funcdef": "def"}, "causy.interfaces.TestResultAction": {"fullname": "causy.interfaces.TestResultAction", "modulename": "causy.interfaces", "qualname": "TestResultAction", "kind": "class", "doc": "

Enum where members are also (and must be) strings

\n", "bases": "enum.StrEnum"}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"fullname": "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED", "modulename": "causy.interfaces", "qualname": "TestResultAction.REMOVE_EDGE_UNDIRECTED", "kind": "variable", "doc": "

\n", "default_value": "<TestResultAction.REMOVE_EDGE_UNDIRECTED: 'REMOVE_EDGE_UNDIRECTED'>"}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"fullname": "causy.interfaces.TestResultAction.UPDATE_EDGE", "modulename": "causy.interfaces", "qualname": "TestResultAction.UPDATE_EDGE", "kind": "variable", "doc": "

\n", "default_value": "<TestResultAction.UPDATE_EDGE: 'UPDATE_EDGE'>"}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"fullname": "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED", "modulename": "causy.interfaces", "qualname": "TestResultAction.UPDATE_EDGE_DIRECTED", "kind": "variable", "doc": "

\n", "default_value": "<TestResultAction.UPDATE_EDGE_DIRECTED: 'UPDATE_EDGE_DIRECTED'>"}, "causy.interfaces.TestResultAction.DO_NOTHING": {"fullname": "causy.interfaces.TestResultAction.DO_NOTHING", "modulename": "causy.interfaces", "qualname": "TestResultAction.DO_NOTHING", "kind": "variable", "doc": "

\n", "default_value": "<TestResultAction.DO_NOTHING: 'DO_NOTHING'>"}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"fullname": "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED", "modulename": "causy.interfaces", "qualname": "TestResultAction.REMOVE_EDGE_DIRECTED", "kind": "variable", "doc": "

\n", "default_value": "<TestResultAction.REMOVE_EDGE_DIRECTED: 'REMOVE_EDGE_DIRECTED'>"}, "causy.interfaces.TestResult": {"fullname": "causy.interfaces.TestResult", "modulename": "causy.interfaces", "qualname": "TestResult", "kind": "class", "doc": "

\n"}, "causy.interfaces.TestResult.__init__": {"fullname": "causy.interfaces.TestResult.__init__", "modulename": "causy.interfaces", "qualname": "TestResult.__init__", "kind": "function", "doc": "

\n", "signature": "(\tx: causy.interfaces.NodeInterface,\ty: causy.interfaces.NodeInterface,\taction: causy.interfaces.TestResultAction,\tdata: Optional[Dict] = None)"}, "causy.interfaces.TestResult.x": {"fullname": "causy.interfaces.TestResult.x", "modulename": "causy.interfaces", "qualname": "TestResult.x", "kind": "variable", "doc": "

\n", "annotation": ": causy.interfaces.NodeInterface"}, "causy.interfaces.TestResult.y": {"fullname": "causy.interfaces.TestResult.y", "modulename": "causy.interfaces", "qualname": "TestResult.y", "kind": "variable", "doc": "

\n", "annotation": ": causy.interfaces.NodeInterface"}, "causy.interfaces.TestResult.action": {"fullname": "causy.interfaces.TestResult.action", "modulename": "causy.interfaces", "qualname": "TestResult.action", "kind": "variable", "doc": "

\n", "annotation": ": causy.interfaces.TestResultAction"}, "causy.interfaces.TestResult.data": {"fullname": "causy.interfaces.TestResult.data", "modulename": "causy.interfaces", "qualname": "TestResult.data", "kind": "variable", "doc": "

\n", "annotation": ": Optional[Dict]", "default_value": "None"}, "causy.interfaces.TestResult.to_dict": {"fullname": "causy.interfaces.TestResult.to_dict", "modulename": "causy.interfaces", "qualname": "TestResult.to_dict", "kind": "function", "doc": "

\n", "signature": "(self):", "funcdef": "def"}, "causy.interfaces.BaseGraphInterface": {"fullname": "causy.interfaces.BaseGraphInterface", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "abc.ABC"}, "causy.interfaces.BaseGraphInterface.nodes": {"fullname": "causy.interfaces.BaseGraphInterface.nodes", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.nodes", "kind": "variable", "doc": "

\n", "annotation": ": Dict[str, causy.interfaces.NodeInterface]"}, "causy.interfaces.BaseGraphInterface.edges": {"fullname": "causy.interfaces.BaseGraphInterface.edges", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.edges", "kind": "variable", "doc": "

\n", "annotation": ": Dict[str, Dict[str, Dict]]"}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"fullname": "causy.interfaces.BaseGraphInterface.retrieve_edge_history", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.retrieve_edge_history", "kind": "function", "doc": "

\n", "signature": "(\tself,\tu,\tv,\taction: causy.interfaces.TestResultAction) -> List[causy.interfaces.TestResult]:", "funcdef": "def"}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"fullname": "causy.interfaces.BaseGraphInterface.add_edge_history", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.add_edge_history", "kind": "function", "doc": "

\n", "signature": "(self, u, v, action: causy.interfaces.TestResultAction):", "funcdef": "def"}, "causy.interfaces.BaseGraphInterface.add_edge": {"fullname": "causy.interfaces.BaseGraphInterface.add_edge", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.add_edge", "kind": "function", "doc": "

\n", "signature": "(self, u, v, w):", "funcdef": "def"}, "causy.interfaces.BaseGraphInterface.remove_edge": {"fullname": "causy.interfaces.BaseGraphInterface.remove_edge", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.remove_edge", "kind": "function", "doc": "

\n", "signature": "(self, u, v):", "funcdef": "def"}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"fullname": "causy.interfaces.BaseGraphInterface.remove_directed_edge", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.remove_directed_edge", "kind": "function", "doc": "

\n", "signature": "(self, u, v):", "funcdef": "def"}, "causy.interfaces.BaseGraphInterface.update_edge": {"fullname": "causy.interfaces.BaseGraphInterface.update_edge", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.update_edge", "kind": "function", "doc": "

\n", "signature": "(self, u, v, w):", "funcdef": "def"}, "causy.interfaces.BaseGraphInterface.add_node": {"fullname": "causy.interfaces.BaseGraphInterface.add_node", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.add_node", "kind": "function", "doc": "

\n", "signature": "(self, name, values):", "funcdef": "def"}, "causy.interfaces.BaseGraphInterface.edge_value": {"fullname": "causy.interfaces.BaseGraphInterface.edge_value", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.edge_value", "kind": "function", "doc": "

\n", "signature": "(self, u, v):", "funcdef": "def"}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"fullname": "causy.interfaces.BaseGraphInterface.undirected_edge_exists", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.undirected_edge_exists", "kind": "function", "doc": "

\n", "signature": "(self, u, v):", "funcdef": "def"}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"fullname": "causy.interfaces.BaseGraphInterface.directed_edge_exists", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.directed_edge_exists", "kind": "function", "doc": "

\n", "signature": "(self, u, v):", "funcdef": "def"}, "causy.interfaces.BaseGraphInterface.edge_exists": {"fullname": "causy.interfaces.BaseGraphInterface.edge_exists", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.edge_exists", "kind": "function", "doc": "

\n", "signature": "(self, u, v):", "funcdef": "def"}, "causy.interfaces.GraphModelInterface": {"fullname": "causy.interfaces.GraphModelInterface", "modulename": "causy.interfaces", "qualname": "GraphModelInterface", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "abc.ABC"}, "causy.interfaces.GraphModelInterface.pool": {"fullname": "causy.interfaces.GraphModelInterface.pool", "modulename": "causy.interfaces", "qualname": "GraphModelInterface.pool", "kind": "variable", "doc": "

\n", "annotation": ": <bound method BaseContext.Pool of <multiprocessing.context.DefaultContext object at 0x1073a5e10>>"}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"fullname": "causy.interfaces.GraphModelInterface.create_graph_from_data", "modulename": "causy.interfaces", "qualname": "GraphModelInterface.create_graph_from_data", "kind": "function", "doc": "

\n", "signature": "(self, data: List[Dict]):", "funcdef": "def"}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"fullname": "causy.interfaces.GraphModelInterface.execute_pipeline_steps", "modulename": "causy.interfaces", "qualname": "GraphModelInterface.execute_pipeline_steps", "kind": "function", "doc": "

\n", "signature": "(self):", "funcdef": "def"}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"fullname": "causy.interfaces.GraphModelInterface.execute_pipeline_step", "modulename": "causy.interfaces", "qualname": "GraphModelInterface.execute_pipeline_step", "kind": "function", "doc": "

\n", "signature": "(self, step):", "funcdef": "def"}, "causy.interfaces.GeneratorInterface": {"fullname": "causy.interfaces.GeneratorInterface", "modulename": "causy.interfaces", "qualname": "GeneratorInterface", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "abc.ABC"}, "causy.interfaces.GeneratorInterface.comparison_settings": {"fullname": "causy.interfaces.GeneratorInterface.comparison_settings", "modulename": "causy.interfaces", "qualname": "GeneratorInterface.comparison_settings", "kind": "variable", "doc": "

\n", "annotation": ": causy.interfaces.ComparisonSettings"}, "causy.interfaces.GeneratorInterface.chunked": {"fullname": "causy.interfaces.GeneratorInterface.chunked", "modulename": "causy.interfaces", "qualname": "GeneratorInterface.chunked", "kind": "variable", "doc": "

\n", "annotation": ": bool", "default_value": "False"}, "causy.interfaces.GeneratorInterface.generate": {"fullname": "causy.interfaces.GeneratorInterface.generate", "modulename": "causy.interfaces", "qualname": "GeneratorInterface.generate", "kind": "function", "doc": "

\n", "signature": "(\tself,\tgraph: causy.interfaces.BaseGraphInterface,\tgraph_model_instance_: dict):", "funcdef": "def"}, "causy.interfaces.GeneratorInterface.serialize": {"fullname": "causy.interfaces.GeneratorInterface.serialize", "modulename": "causy.interfaces", "qualname": "GeneratorInterface.serialize", "kind": "function", "doc": "

\n", "signature": "(self) -> dict:", "funcdef": "def"}, "causy.interfaces.IndependenceTestInterface": {"fullname": "causy.interfaces.IndependenceTestInterface", "modulename": "causy.interfaces", "qualname": "IndependenceTestInterface", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "abc.ABC"}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"fullname": "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS", "modulename": "causy.interfaces", "qualname": "IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS", "kind": "variable", "doc": "

\n", "annotation": ": int", "default_value": "0"}, "causy.interfaces.IndependenceTestInterface.GENERATOR": {"fullname": "causy.interfaces.IndependenceTestInterface.GENERATOR", "modulename": "causy.interfaces", "qualname": "IndependenceTestInterface.GENERATOR", "kind": "variable", "doc": "

\n", "annotation": ": Optional[causy.interfaces.GeneratorInterface]", "default_value": "None"}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"fullname": "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING", "modulename": "causy.interfaces", "qualname": "IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING", "kind": "variable", "doc": "

\n", "annotation": ": int", "default_value": "1"}, "causy.interfaces.IndependenceTestInterface.PARALLEL": {"fullname": "causy.interfaces.IndependenceTestInterface.PARALLEL", "modulename": "causy.interfaces", "qualname": "IndependenceTestInterface.PARALLEL", "kind": "variable", "doc": "

\n", "annotation": ": bool", "default_value": "True"}, "causy.interfaces.IndependenceTestInterface.threshold": {"fullname": "causy.interfaces.IndependenceTestInterface.threshold", "modulename": "causy.interfaces", "qualname": "IndependenceTestInterface.threshold", "kind": "variable", "doc": "

\n"}, "causy.interfaces.IndependenceTestInterface.test": {"fullname": "causy.interfaces.IndependenceTestInterface.test", "modulename": "causy.interfaces", "qualname": "IndependenceTestInterface.test", "kind": "function", "doc": "

Test if x and y are independent

\n\n
Parameters
\n\n
    \n
  • x: x values
    • \n
  • y: y values
    • \n
\n\n
Returns
\n\n
\n

True if independent, False otherwise

\n
\n", "signature": "(\tself,\tnodes: List[str],\tgraph: causy.interfaces.BaseGraphInterface) -> Optional[causy.interfaces.TestResult]:", "funcdef": "def"}, "causy.interfaces.IndependenceTestInterface.serialize": {"fullname": "causy.interfaces.IndependenceTestInterface.serialize", "modulename": "causy.interfaces", "qualname": "IndependenceTestInterface.serialize", "kind": "function", "doc": "

\n", "signature": "(self) -> dict:", "funcdef": "def"}, "causy.interfaces.LogicStepInterface": {"fullname": "causy.interfaces.LogicStepInterface", "modulename": "causy.interfaces", "qualname": "LogicStepInterface", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "abc.ABC"}, "causy.interfaces.LogicStepInterface.execute": {"fullname": "causy.interfaces.LogicStepInterface.execute", "modulename": "causy.interfaces", "qualname": "LogicStepInterface.execute", "kind": "function", "doc": "

\n", "signature": "(\tself,\tgraph: causy.interfaces.BaseGraphInterface,\tgraph_model_instance_: dict):", "funcdef": "def"}, "causy.interfaces.LogicStepInterface.serialize": {"fullname": "causy.interfaces.LogicStepInterface.serialize", "modulename": "causy.interfaces", "qualname": "LogicStepInterface.serialize", "kind": "function", "doc": "

\n", "signature": "(self) -> dict:", "funcdef": "def"}, "causy.interfaces.ExitConditionInterface": {"fullname": "causy.interfaces.ExitConditionInterface", "modulename": "causy.interfaces", "qualname": "ExitConditionInterface", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "abc.ABC"}, "causy.interfaces.ExitConditionInterface.check": {"fullname": "causy.interfaces.ExitConditionInterface.check", "modulename": "causy.interfaces", "qualname": "ExitConditionInterface.check", "kind": "function", "doc": "
Parameters
\n\n
    \n
  • graph:
    • \n
  • graph_model_instance_:
    • \n
  • actions_taken:
    • \n
  • iteration:
    • \n
\n\n
Returns
\n\n
\n

True if you want to break an iteration, False otherwise

\n
\n", "signature": "(\tself,\tgraph: causy.interfaces.BaseGraphInterface,\tgraph_model_instance_: dict,\tactions_taken: List[causy.interfaces.TestResult],\titeration: int) -> bool:", "funcdef": "def"}, "causy.interfaces.ExitConditionInterface.serialize": {"fullname": "causy.interfaces.ExitConditionInterface.serialize", "modulename": "causy.interfaces", "qualname": "ExitConditionInterface.serialize", "kind": "function", "doc": "

\n", "signature": "(self):", "funcdef": "def"}, "causy.orientation_tests": {"fullname": "causy.orientation_tests", "modulename": "causy.orientation_tests", "kind": "module", "doc": "

\n"}, "causy.orientation_tests.ColliderTest": {"fullname": "causy.orientation_tests.ColliderTest", "modulename": "causy.orientation_tests", "qualname": "ColliderTest", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.IndependenceTestInterface"}, "causy.orientation_tests.ColliderTest.GENERATOR": {"fullname": "causy.orientation_tests.ColliderTest.GENERATOR", "modulename": "causy.orientation_tests", "qualname": "ColliderTest.GENERATOR", "kind": "variable", "doc": "

\n", "default_value": "<causy.generators.AllCombinationsGenerator object>"}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"fullname": "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING", "modulename": "causy.orientation_tests", "qualname": "ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING", "kind": "variable", "doc": "

\n", "default_value": "1"}, "causy.orientation_tests.ColliderTest.PARALLEL": {"fullname": "causy.orientation_tests.ColliderTest.PARALLEL", "modulename": "causy.orientation_tests", "qualname": "ColliderTest.PARALLEL", "kind": "variable", "doc": "

\n", "default_value": "False"}, "causy.orientation_tests.ColliderTest.test": {"fullname": "causy.orientation_tests.ColliderTest.test", "modulename": "causy.orientation_tests", "qualname": "ColliderTest.test", "kind": "function", "doc": "

We call triples x, y, z of nodes v structures if x and y that are NOT adjacent but share an adjacent node z.\nV structures looks like this in the undirected skeleton: (x - z - y).\nWe now check if z is in the separating set.\nIf z is not in the separating set, we know that x and y are uncorrelated given z.\nSo, the edges must be oriented from x to z and from y to z (x -> z <- y).

\n\n
Parameters
\n\n
    \n
  • nodes: list of nodes
    • \n
  • graph: the current graph\n:returns: list of actions that will be executed on graph
    • \n
\n", "signature": "(\tself,\tnodes: Tuple[str],\tgraph: causy.interfaces.BaseGraphInterface) -> Union[List[causy.interfaces.TestResult], causy.interfaces.TestResult]:", "funcdef": "def"}, "causy.orientation_tests.NonColliderTest": {"fullname": "causy.orientation_tests.NonColliderTest", "modulename": "causy.orientation_tests", "qualname": "NonColliderTest", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.IndependenceTestInterface"}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"fullname": "causy.orientation_tests.NonColliderTest.GENERATOR", "modulename": "causy.orientation_tests", "qualname": "NonColliderTest.GENERATOR", "kind": "variable", "doc": "

\n", "default_value": "<causy.generators.AllCombinationsGenerator object>"}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"fullname": "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING", "modulename": "causy.orientation_tests", "qualname": "NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING", "kind": "variable", "doc": "

\n", "default_value": "1"}, "causy.orientation_tests.NonColliderTest.PARALLEL": {"fullname": "causy.orientation_tests.NonColliderTest.PARALLEL", "modulename": "causy.orientation_tests", "qualname": "NonColliderTest.PARALLEL", "kind": "variable", "doc": "

\n", "default_value": "False"}, "causy.orientation_tests.NonColliderTest.test": {"fullname": "causy.orientation_tests.NonColliderTest.test", "modulename": "causy.orientation_tests", "qualname": "NonColliderTest.test", "kind": "function", "doc": "

Further orientation rule: all v structures that are colliders are already oriented.\nWe now orient all v structures that have a single alternative to being a collider.

\n\n
Parameters
\n\n
    \n
  • nodes: list of nodes
    • \n
  • graph: the current graph\n:returns: list of actions that will be executed on graph
    • \n
\n", "signature": "(\tself,\tnodes: Tuple[str],\tgraph: causy.interfaces.BaseGraphInterface) -> Union[List[causy.interfaces.TestResult], causy.interfaces.TestResult]:", "funcdef": "def"}, "causy.orientation_tests.FurtherOrientTripleTest": {"fullname": "causy.orientation_tests.FurtherOrientTripleTest", "modulename": "causy.orientation_tests", "qualname": "FurtherOrientTripleTest", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.IndependenceTestInterface"}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"fullname": "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR", "modulename": "causy.orientation_tests", "qualname": "FurtherOrientTripleTest.GENERATOR", "kind": "variable", "doc": "

\n", "default_value": "<causy.generators.AllCombinationsGenerator object>"}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"fullname": "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING", "modulename": "causy.orientation_tests", "qualname": "FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING", "kind": "variable", "doc": "

\n", "default_value": "1"}, "causy.orientation_tests.FurtherOrientTripleTest.PARALLEL": {"fullname": "causy.orientation_tests.FurtherOrientTripleTest.PARALLEL", "modulename": "causy.orientation_tests", "qualname": "FurtherOrientTripleTest.PARALLEL", "kind": "variable", "doc": "

\n", "default_value": "False"}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"fullname": "causy.orientation_tests.FurtherOrientTripleTest.test", "modulename": "causy.orientation_tests", "qualname": "FurtherOrientTripleTest.test", "kind": "function", "doc": "

Further orientation rule.

\n\n
Parameters
\n\n
    \n
  • nodes: list of nodes
    • \n
  • graph: the current graph\n:returns: list of actions that will be executed on graph
    • \n
\n", "signature": "(\tself,\tnodes: Tuple[str],\tgraph: causy.interfaces.BaseGraphInterface) -> Union[List[causy.interfaces.TestResult], causy.interfaces.TestResult]:", "funcdef": "def"}, "causy.orientation_tests.OrientQuadrupleTest": {"fullname": "causy.orientation_tests.OrientQuadrupleTest", "modulename": "causy.orientation_tests", "qualname": "OrientQuadrupleTest", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.IndependenceTestInterface"}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"fullname": "causy.orientation_tests.OrientQuadrupleTest.GENERATOR", "modulename": "causy.orientation_tests", "qualname": "OrientQuadrupleTest.GENERATOR", "kind": "variable", "doc": "

\n", "default_value": "<causy.generators.AllCombinationsGenerator object>"}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"fullname": "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING", "modulename": "causy.orientation_tests", "qualname": "OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING", "kind": "variable", "doc": "

\n", "default_value": "1"}, "causy.orientation_tests.OrientQuadrupleTest.PARALLEL": {"fullname": "causy.orientation_tests.OrientQuadrupleTest.PARALLEL", "modulename": "causy.orientation_tests", "qualname": "OrientQuadrupleTest.PARALLEL", "kind": "variable", "doc": "

\n", "default_value": "False"}, "causy.orientation_tests.OrientQuadrupleTest.test": {"fullname": "causy.orientation_tests.OrientQuadrupleTest.test", "modulename": "causy.orientation_tests", "qualname": "OrientQuadrupleTest.test", "kind": "function", "doc": "

Further orientation rule.

\n\n
Parameters
\n\n
    \n
  • nodes: list of nodes
    • \n
  • graph: the current graph\n:returns: list of actions that will be executed on graph
    • \n
\n", "signature": "(\tself,\tnodes: Tuple[str],\tgraph: causy.interfaces.BaseGraphInterface) -> Union[List[causy.interfaces.TestResult], causy.interfaces.TestResult]:", "funcdef": "def"}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"fullname": "causy.orientation_tests.FurtherOrientQuadrupleTest", "modulename": "causy.orientation_tests", "qualname": "FurtherOrientQuadrupleTest", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.IndependenceTestInterface"}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"fullname": "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR", "modulename": "causy.orientation_tests", "qualname": "FurtherOrientQuadrupleTest.GENERATOR", "kind": "variable", "doc": "

\n", "default_value": "<causy.generators.AllCombinationsGenerator object>"}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"fullname": "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING", "modulename": "causy.orientation_tests", "qualname": "FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING", "kind": "variable", "doc": "

\n", "default_value": "1"}, "causy.orientation_tests.FurtherOrientQuadrupleTest.PARALLEL": {"fullname": "causy.orientation_tests.FurtherOrientQuadrupleTest.PARALLEL", "modulename": "causy.orientation_tests", "qualname": "FurtherOrientQuadrupleTest.PARALLEL", "kind": "variable", "doc": "

\n", "default_value": "False"}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"fullname": "causy.orientation_tests.FurtherOrientQuadrupleTest.test", "modulename": "causy.orientation_tests", "qualname": "FurtherOrientQuadrupleTest.test", "kind": "function", "doc": "

Further orientation rule.

\n\n
Parameters
\n\n
    \n
  • nodes: list of nodes
    • \n
  • graph: the current graph\n:returns: list of actions that will be executed on graph
    • \n
\n", "signature": "(\tself,\tnodes: Tuple[str],\tgraph: causy.interfaces.BaseGraphInterface) -> Union[List[causy.interfaces.TestResult], causy.interfaces.TestResult]:", "funcdef": "def"}, "causy.utils": {"fullname": "causy.utils", "modulename": "causy.utils", "kind": "module", "doc": "

\n"}, "causy.utils.logger": {"fullname": "causy.utils.logger", "modulename": "causy.utils", "qualname": "logger", "kind": "variable", "doc": "

\n", "default_value": "<Logger causy.utils (WARNING)>"}, "causy.utils.sum_lists": {"fullname": "causy.utils.sum_lists", "modulename": "causy.utils", "qualname": "sum_lists", "kind": "function", "doc": "
Parameters
\n\n
    \n
  • lists: lists of numbers
    • \n
\n\n
Returns
\n\n
\n

list (sum of lists)

\n
\n", "signature": "(*lists):", "funcdef": "def"}, "causy.utils.backward_substituion": {"fullname": "causy.utils.backward_substituion", "modulename": "causy.utils", "qualname": "backward_substituion", "kind": "function", "doc": "
Parameters
\n\n
    \n
  • R: sympy matrix, nxn-dimensional upper triangular matrix (from QR decomposition)
    • \n
  • b: sympy matrix, n-dimensional vector (b=Q^Tx)
    • \n
  • n: int, dimension
    • \n
\n\n
Returns
\n\n
\n

Matrix, n-dimensional regression coefficient vector

\n
\n", "signature": "(R, b, n):", "funcdef": "def"}, "causy.utils.get_regression_coefficients": {"fullname": "causy.utils.get_regression_coefficients", "modulename": "causy.utils", "qualname": "get_regression_coefficients", "kind": "function", "doc": "
Parameters
\n\n
    \n
  • x: list (length = # of samples), variable
    • \n
  • Z: list of lists (length of outer list = # of samples, length of inner list = # of variables in Z)
    • \n
\n\n
Returns
\n\n
\n

sympy matrix, regression coefficients from regressing x on Z

\n
\n", "signature": "(x, Z):", "funcdef": "def"}, "causy.utils.get_residuals": {"fullname": "causy.utils.get_residuals", "modulename": "causy.utils", "qualname": "get_residuals", "kind": "function", "doc": "
Parameters
\n\n
    \n
  • x: list (length = # of samples), variable
    • \n
  • y: list (length = # of samples), variable
    • \n
  • Z: list of lists (length of outer list = # of samples, length of inner list = # of variables in Z)
    • \n
\n\n
Returns
\n\n
\n

residual \u2013 list (length = # of samples)

\n
\n\n

CAUTION: Z must have full rank\nTODO: add optional check

\n", "signature": "(x, Z):", "funcdef": "def"}, "causy.utils.get_correlation": {"fullname": "causy.utils.get_correlation", "modulename": "causy.utils", "qualname": "get_correlation", "kind": "function", "doc": "

\n", "signature": "(x, y, other_nodes):", "funcdef": "def"}, "causy.utils.get_t_and_critical_t": {"fullname": "causy.utils.get_t_and_critical_t", "modulename": "causy.utils", "qualname": "get_t_and_critical_t", "kind": "function", "doc": "

\n", "signature": "(sample_size, nb_of_control_vars, par_corr, threshold):", "funcdef": "def"}, "causy.utils.serialize_module_name": {"fullname": "causy.utils.serialize_module_name", "modulename": "causy.utils", "qualname": "serialize_module_name", "kind": "function", "doc": "

\n", "signature": "(cls):", "funcdef": "def"}, "causy.utils.load_pipeline_artefact_by_definition": {"fullname": "causy.utils.load_pipeline_artefact_by_definition", "modulename": "causy.utils", "qualname": "load_pipeline_artefact_by_definition", "kind": "function", "doc": "

\n", "signature": "(step):", "funcdef": "def"}, "causy.utils.load_pipeline_steps_by_definition": {"fullname": "causy.utils.load_pipeline_steps_by_definition", "modulename": "causy.utils", "qualname": "load_pipeline_steps_by_definition", "kind": "function", "doc": "

\n", "signature": "(steps):", "funcdef": "def"}, "causy.utils.retrieve_edges": {"fullname": "causy.utils.retrieve_edges", "modulename": "causy.utils", "qualname": "retrieve_edges", "kind": "function", "doc": "

\n", "signature": "(graph):", "funcdef": "def"}, "causy.utils.pearson_correlation": {"fullname": "causy.utils.pearson_correlation", "modulename": "causy.utils", "qualname": "pearson_correlation", "kind": "function", "doc": "

\n", "signature": "(x, y):", "funcdef": "def"}}, "docInfo": {"causy": {"qualname": 0, "fullname": 1, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.algorithms": {"qualname": 0, "fullname": 2, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.algorithms.PC": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 16, "signature": 0, "bases": 0, "doc": 3}, "causy.algorithms.ParallelPC": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 16, "signature": 0, "bases": 0, "doc": 3}, "causy.cli": {"qualname": 0, "fullname": 2, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.cli.app": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.cli.load_json": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 17, "bases": 0, "doc": 3}, "causy.cli.load_algorithm": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 16, "bases": 0, "doc": 3}, "causy.cli.create_pipeline": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 17, "bases": 0, "doc": 3}, "causy.cli.MyJSONEncoder": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 141}, "causy.cli.MyJSONEncoder.default": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 16, "bases": 0, "doc": 81}, "causy.cli.eject": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 27, "bases": 0, "doc": 3}, "causy.cli.execute": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 116, "bases": 0, "doc": 3}, "causy.cli.visualize": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 16, "bases": 0, "doc": 3}, "causy.exit_conditions": {"qualname": 0, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.exit_conditions.ExitOnNoActions": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.exit_conditions.ExitOnNoActions.check": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 35, "bases": 0, "doc": 103}, "causy.generators": {"qualname": 0, "fullname": 2, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.generators.logger": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.generators.AllCombinationsGenerator": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.generators.AllCombinationsGenerator.generate": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 57, "bases": 0, "doc": 3}, "causy.generators.PairsWithNeighboursGenerator": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.generators.PairsWithNeighboursGenerator.__init__": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 63, "bases": 0, "doc": 3}, "causy.generators.PairsWithNeighboursGenerator.shuffle_combinations": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.generators.PairsWithNeighboursGenerator.chunked": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.generators.PairsWithNeighboursGenerator.to_dict": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 3}, "causy.generators.PairsWithNeighboursGenerator.generate": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 57, "bases": 0, "doc": 3}, "causy.graph": {"qualname": 0, "fullname": 2, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.logger": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.Node": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 3}, "causy.graph.Node.__init__": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 39, "bases": 0, "doc": 3}, "causy.graph.Node.name": {"qualname": 2, "fullname": 4, "annotation": 2, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.Node.id": {"qualname": 2, "fullname": 4, "annotation": 2, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.Node.values": {"qualname": 2, "fullname": 4, "annotation": 3, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.UndirectedGraphError": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 2, "doc": 11}, "causy.graph.UndirectedGraph": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.graph.UndirectedGraph.nodes": {"qualname": 2, "fullname": 4, "annotation": 5, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.UndirectedGraph.edges": {"qualname": 2, "fullname": 4, "annotation": 4, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.UndirectedGraph.edge_history": {"qualname": 3, "fullname": 5, "annotation": 6, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.UndirectedGraph.action_history": {"qualname": 3, "fullname": 5, "annotation": 5, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.UndirectedGraph.add_edge": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 61, "bases": 0, "doc": 32}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 71, "bases": 0, "doc": 34}, "causy.graph.UndirectedGraph.add_edge_history": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 41, "bases": 0, "doc": 3}, "causy.graph.UndirectedGraph.remove_edge": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 51, "bases": 0, "doc": 32}, "causy.graph.UndirectedGraph.remove_directed_edge": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 51, "bases": 0, "doc": 32}, "causy.graph.UndirectedGraph.update_edge": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 61, "bases": 0, "doc": 32}, "causy.graph.UndirectedGraph.update_directed_edge": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 61, "bases": 0, "doc": 32}, "causy.graph.UndirectedGraph.edge_exists": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 51, "bases": 0, "doc": 59}, "causy.graph.UndirectedGraph.directed_edge_exists": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 51, "bases": 0, "doc": 58}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"qualname": 5, "fullname": 7, "annotation": 0, "default_value": 0, "signature": 51, "bases": 0, "doc": 63}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 51, "bases": 0, "doc": 111}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 51, "bases": 0, "doc": 117}, "causy.graph.UndirectedGraph.edge_value": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 51, "bases": 0, "doc": 3}, "causy.graph.UndirectedGraph.add_node": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 55, "bases": 0, "doc": 49}, "causy.graph.UndirectedGraph.directed_path_exists": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 51, "bases": 0, "doc": 50}, "causy.graph.UndirectedGraph.directed_paths": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 51, "bases": 0, "doc": 44}, "causy.graph.UndirectedGraph.inducing_path_exists": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 51, "bases": 0, "doc": 72}, "causy.graph.unpack_run": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 3}, "causy.graph.AbstractGraphModel": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 5, "doc": 16}, "causy.graph.AbstractGraphModel.__init__": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 54, "bases": 0, "doc": 3}, "causy.graph.AbstractGraphModel.pipeline_steps": {"qualname": 3, "fullname": 5, "annotation": 4, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.AbstractGraphModel.graph": {"qualname": 2, "fullname": 4, "annotation": 4, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.AbstractGraphModel.pool": {"qualname": 2, "fullname": 4, "annotation": 17, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"qualname": 5, "fullname": 7, "annotation": 0, "default_value": 0, "signature": 37, "bases": 0, "doc": 27}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"qualname": 5, "fullname": 7, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 9}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 22}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 32, "bases": 0, "doc": 31}, "causy.graph.graph_model_factory": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 64, "bases": 0, "doc": 43}, "causy.graph.Loop": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.graph.Loop.__init__": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 72, "bases": 0, "doc": 3}, "causy.graph.Loop.execute": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 57, "bases": 0, "doc": 3}, "causy.graph.Loop.pipeline_steps": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.Loop.exit_condition": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.Loop.serialize": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 14, "bases": 0, "doc": 3}, "causy.independence_tests": {"qualname": 0, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.logger": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 9, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.CalculateCorrelations": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"qualname": 5, "fullname": 8, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.CalculateCorrelations.PARALLEL": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.CalculateCorrelations.test": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 63, "bases": 0, "doc": 49}, "causy.independence_tests.CorrelationCoefficientTest": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"qualname": 5, "fullname": 8, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.CorrelationCoefficientTest.PARALLEL": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.CorrelationCoefficientTest.test": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 69, "bases": 0, "doc": 49}, "causy.independence_tests.PartialCorrelationTest": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"qualname": 5, "fullname": 8, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.PartialCorrelationTest.PARALLEL": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.PartialCorrelationTest.test": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 73, "bases": 0, "doc": 129}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"qualname": 5, "fullname": 8, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.PARALLEL": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 73, "bases": 0, "doc": 88}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"qualname": 5, "fullname": 8, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.PARALLEL": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 69, "bases": 0, "doc": 82}, "causy.independence_tests.PlaceholderTest": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"qualname": 5, "fullname": 8, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"qualname": 5, "fullname": 8, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.PlaceholderTest.PARALLEL": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.PlaceholderTest.test": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 89, "bases": 0, "doc": 29}, "causy.interfaces": {"qualname": 0, "fullname": 2, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.logger": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.DEFAULT_THRESHOLD": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 2, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.AS_MANY_AS_FIELDS": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.ComparisonSettings": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.ComparisonSettings.__init__": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 38, "bases": 0, "doc": 3}, "causy.interfaces.ComparisonSettings.min": {"qualname": 2, "fullname": 4, "annotation": 2, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.ComparisonSettings.max": {"qualname": 2, "fullname": 4, "annotation": 2, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.ComparisonSettings.serialize": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 3}, "causy.interfaces.NodeInterface": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.NodeInterface.name": {"qualname": 2, "fullname": 4, "annotation": 2, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.NodeInterface.id": {"qualname": 2, "fullname": 4, "annotation": 2, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.NodeInterface.values": {"qualname": 2, "fullname": 4, "annotation": 2, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.NodeInterface.to_dict": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 3}, "causy.interfaces.TestResultAction": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 2, "doc": 11}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 13, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 11, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 13, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.TestResultAction.DO_NOTHING": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 11, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 13, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.TestResult": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.TestResult.__init__": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 91, "bases": 0, "doc": 3}, "causy.interfaces.TestResult.x": {"qualname": 2, "fullname": 4, "annotation": 4, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.TestResult.y": {"qualname": 2, "fullname": 4, "annotation": 4, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.TestResult.action": {"qualname": 2, "fullname": 4, "annotation": 4, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.TestResult.data": {"qualname": 2, "fullname": 4, "annotation": 2, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.TestResult.to_dict": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 2, "doc": 16}, "causy.interfaces.BaseGraphInterface.nodes": {"qualname": 2, "fullname": 4, "annotation": 5, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface.edges": {"qualname": 2, "fullname": 4, "annotation": 4, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 64, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 41, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface.add_edge": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 26, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface.remove_edge": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 21, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 21, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface.update_edge": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 26, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface.add_node": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 21, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface.edge_value": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 21, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 21, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 21, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface.edge_exists": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 21, "bases": 0, "doc": 3}, "causy.interfaces.GraphModelInterface": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 2, "doc": 16}, "causy.interfaces.GraphModelInterface.pool": {"qualname": 2, "fullname": 4, "annotation": 17, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"qualname": 5, "fullname": 7, "annotation": 0, "default_value": 0, "signature": 27, "bases": 0, "doc": 3}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 3}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 16, "bases": 0, "doc": 3}, "causy.interfaces.GeneratorInterface": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 2, "doc": 16}, "causy.interfaces.GeneratorInterface.comparison_settings": {"qualname": 3, "fullname": 5, "annotation": 4, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.GeneratorInterface.chunked": {"qualname": 2, "fullname": 4, "annotation": 2, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.GeneratorInterface.generate": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 47, "bases": 0, "doc": 3}, "causy.interfaces.GeneratorInterface.serialize": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 14, "bases": 0, "doc": 3}, "causy.interfaces.IndependenceTestInterface": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 2, "doc": 16}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"qualname": 5, "fullname": 7, "annotation": 2, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.IndependenceTestInterface.GENERATOR": {"qualname": 2, "fullname": 4, "annotation": 4, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"qualname": 5, "fullname": 7, "annotation": 2, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.IndependenceTestInterface.PARALLEL": {"qualname": 2, "fullname": 4, "annotation": 2, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.IndependenceTestInterface.threshold": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.IndependenceTestInterface.test": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 69, "bases": 0, "doc": 44}, "causy.interfaces.IndependenceTestInterface.serialize": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 14, "bases": 0, "doc": 3}, "causy.interfaces.LogicStepInterface": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 2, "doc": 16}, "causy.interfaces.LogicStepInterface.execute": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 47, "bases": 0, "doc": 3}, "causy.interfaces.LogicStepInterface.serialize": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 14, "bases": 0, "doc": 3}, "causy.interfaces.ExitConditionInterface": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 2, "doc": 16}, "causy.interfaces.ExitConditionInterface.check": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 89, "bases": 0, "doc": 54}, "causy.interfaces.ExitConditionInterface.serialize": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 3}, "causy.orientation_tests": {"qualname": 0, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.ColliderTest": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.orientation_tests.ColliderTest.GENERATOR": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"qualname": 5, "fullname": 8, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.ColliderTest.PARALLEL": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.ColliderTest.test": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 89, "bases": 0, "doc": 120}, "causy.orientation_tests.NonColliderTest": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"qualname": 5, "fullname": 8, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.NonColliderTest.PARALLEL": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.NonColliderTest.test": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 89, "bases": 0, "doc": 63}, "causy.orientation_tests.FurtherOrientTripleTest": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"qualname": 5, "fullname": 8, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.FurtherOrientTripleTest.PARALLEL": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 89, "bases": 0, "doc": 39}, "causy.orientation_tests.OrientQuadrupleTest": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"qualname": 5, "fullname": 8, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.OrientQuadrupleTest.PARALLEL": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.OrientQuadrupleTest.test": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 89, "bases": 0, "doc": 39}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"qualname": 5, "fullname": 8, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.FurtherOrientQuadrupleTest.PARALLEL": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 89, "bases": 0, "doc": 39}, "causy.utils": {"qualname": 0, "fullname": 2, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.utils.logger": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.utils.sum_lists": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 13, "bases": 0, "doc": 29}, "causy.utils.backward_substituion": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 21, "bases": 0, "doc": 58}, "causy.utils.get_regression_coefficients": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 16, "bases": 0, "doc": 61}, "causy.utils.get_residuals": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 16, "bases": 0, "doc": 83}, "causy.utils.get_correlation": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 22, "bases": 0, "doc": 3}, "causy.utils.get_t_and_critical_t": {"qualname": 5, "fullname": 7, "annotation": 0, "default_value": 0, "signature": 31, "bases": 0, "doc": 3}, "causy.utils.serialize_module_name": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 3}, "causy.utils.load_pipeline_artefact_by_definition": {"qualname": 5, "fullname": 7, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 3}, "causy.utils.load_pipeline_steps_by_definition": {"qualname": 5, "fullname": 7, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 3}, "causy.utils.retrieve_edges": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 3}, "causy.utils.pearson_correlation": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 16, "bases": 0, "doc": 3}}, "length": 210, "save": true}, "index": {"qualname": {"root": {"docs": {"causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}, "causy.graph.Node.__init__": {"tf": 1}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}, "causy.interfaces.ComparisonSettings.__init__": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}}, "df": 6, "p": {"docs": {}, "df": 0, "c": {"docs": {"causy.algorithms.PC": {"tf": 1}}, "df": 1}, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {"causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.PARALLEL": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.PARALLEL": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.PARALLEL": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.PARALLEL": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.PARALLEL": {"tf": 1}}, "df": 24, "p": {"docs": {}, "df": 0, "c": {"docs": {"causy.algorithms.ParallelPC": {"tf": 1}}, "df": 1}}}}}}}, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}}, "i": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "w": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.shuffle_combinations": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.chunked": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.to_dict": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1}}, "df": 6}}}}}}}}}}}}}}}}}}}}}}}}}}, "t": {"docs": {}, "df": 0, "h": {"docs": {"causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}}, "df": 2, "s": {"docs": {"causy.graph.UndirectedGraph.directed_paths": {"tf": 1}}, "df": 1}}}}, "i": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.create_pipeline": {"tf": 1}, "causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.Loop.pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1}, "causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}}, "df": 9}}}}}}}, "o": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}}, "s": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}}, "df": 1}}}}}}}, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}}, "df": 12}}}}}}}}}, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}, "e": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.pearson_correlation": {"tf": 1}}, "df": 1}}}}}}}, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "p": {"docs": {"causy.cli.app": {"tf": 1}}, "df": 1}}, "l": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "m": {"docs": {"causy.cli.load_algorithm": {"tf": 1}}, "df": 1}}}}}}}, "l": {"docs": {"causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}}, "df": 1, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.AllCombinationsGenerator.generate": {"tf": 1}}, "df": 2}}}}}}}}}}}}}}}}}}}}}}}, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraph.action_history": {"tf": 1}, "causy.interfaces.TestResult.action": {"tf": 1}}, "df": 2}}}}}, "d": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 1}}, "df": 6}}, "b": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {"causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.graph": {"tf": 1}, "causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}}, "df": 9}}}}}}}}}}}}}}}}}, "s": {"docs": {"causy.interfaces.AS_MANY_AS_FIELDS": {"tf": 1.4142135623730951}}, "df": 1}, "n": {"docs": {}, "df": 0, "d": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}}, "df": 1}}}}}}}}, "l": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "d": {"docs": {"causy.cli.load_json": {"tf": 1}, "causy.cli.load_algorithm": {"tf": 1}, "causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}}, "df": 4}}, "g": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.generators.logger": {"tf": 1}, "causy.graph.logger": {"tf": 1}, "causy.independence_tests.logger": {"tf": 1}, "causy.interfaces.logger": {"tf": 1}, "causy.utils.logger": {"tf": 1}}, "df": 5}}}, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}, "causy.interfaces.LogicStepInterface.serialize": {"tf": 1}}, "df": 3}}}}}}}}}}}}}}}}, "o": {"docs": {}, "df": 0, "p": {"docs": {"causy.graph.Loop": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}, "causy.graph.Loop.execute": {"tf": 1}, "causy.graph.Loop.pipeline_steps": {"tf": 1}, "causy.graph.Loop.exit_condition": {"tf": 1}, "causy.graph.Loop.serialize": {"tf": 1}}, "df": 6}}}, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "s": {"docs": {"causy.utils.sum_lists": {"tf": 1}}, "df": 1}}}}}, "j": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.cli.load_json": {"tf": 1}}, "df": 1}}}}, "c": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.create_pipeline": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}}, "df": 4}}}}, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}}}}}}, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "k": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 2}}}, "u": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "k": {"docs": {"causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}}, "df": 12, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.generators.PairsWithNeighboursGenerator.chunked": {"tf": 1}, "causy.interfaces.GeneratorInterface.chunked": {"tf": 1}}, "df": 2}}}}}}, "o": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {"causy.generators.PairsWithNeighboursGenerator.shuffle_combinations": {"tf": 1}}, "df": 1}}}}}}}}}, "p": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}}, "df": 3, "s": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "s": {"docs": {"causy.interfaces.ComparisonSettings": {"tf": 1}, "causy.interfaces.ComparisonSettings.__init__": {"tf": 1}, "causy.interfaces.ComparisonSettings.min": {"tf": 1}, "causy.interfaces.ComparisonSettings.max": {"tf": 1}, "causy.interfaces.ComparisonSettings.serialize": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.Loop.exit_condition": {"tf": 1}}, "df": 1}}}}}}}, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.get_correlation": {"tf": 1}, "causy.utils.pearson_correlation": {"tf": 1}}, "df": 2, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.PARALLEL": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}}}}}}, "l": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}, "e": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "s": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}}, "df": 1}}}}}}}}}}}, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {"causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.PARALLEL": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}}}, "m": {"docs": {}, "df": 0, "y": {"docs": {}, "df": 0, "j": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 2}}}}}}}}}}}}, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {"causy.graph.graph_model_factory": {"tf": 1}}, "df": 1}}, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.utils.serialize_module_name": {"tf": 1}}, "df": 1}}}}}, "a": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "y": {"docs": {"causy.interfaces.AS_MANY_AS_FIELDS": {"tf": 1}}, "df": 1}}, "x": {"docs": {"causy.interfaces.ComparisonSettings.max": {"tf": 1}}, "df": 1}}, "i": {"docs": {}, "df": 0, "n": {"docs": {"causy.interfaces.ComparisonSettings.min": {"tf": 1}}, "df": 1}}}, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.interfaces.DEFAULT_THRESHOLD": {"tf": 1}}, "df": 2}}}}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}}, "df": 2}}}}}}}}}, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.generators.PairsWithNeighboursGenerator.to_dict": {"tf": 1}, "causy.interfaces.NodeInterface.to_dict": {"tf": 1}, "causy.interfaces.TestResult.to_dict": {"tf": 1}}, "df": 3}}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}}, "df": 10}}}}}}}, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "a": {"docs": {"causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.interfaces.TestResult.data": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}}, "df": 3}}}, "o": {"docs": {"causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1}}, "df": 1}}, "e": {"docs": {}, "df": 0, "j": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.eject": {"tf": 1}}, "df": 1}}}}, "x": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.execute": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.Loop.execute": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}}, "df": 7}}}}}, "i": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.Loop.exit_condition": {"tf": 1}}, "df": 1, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}}, "df": 2}}}}}}}}}}}, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.interfaces.ExitConditionInterface.serialize": {"tf": 1}}, "df": 3}}}}}}}}}}}}}}}}}}}, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "s": {"docs": {"causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 1}}, "df": 10}}}}, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}, "m": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "x": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}, "d": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 1}}, "df": 28, "s": {"docs": {"causy.graph.UndirectedGraph.edges": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edges": {"tf": 1}, "causy.utils.retrieve_edges": {"tf": 1}}, "df": 4}}}}, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "s": {"docs": {"causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}}, "df": 2}}}}}}}}, "v": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "z": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.visualize": {"tf": 1}}, "df": 1}}}}}}}}, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.edge_value": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 1}}, "df": 2, "s": {"docs": {"causy.graph.Node.values": {"tf": 1}, "causy.interfaces.NodeInterface.values": {"tf": 1}}, "df": 2}}}}}}, "g": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.generators.AllCombinationsGenerator.generate": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}}, "df": 3}, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.GENERATOR": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}}, "df": 11, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1}, "causy.interfaces.GeneratorInterface.chunked": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}, "causy.interfaces.GeneratorInterface.serialize": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}, "t": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}, "causy.utils.get_correlation": {"tf": 1}, "causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 4}}, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {"causy.graph.AbstractGraphModel.graph": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}}, "df": 4, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {"causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}, "causy.graph.Node.__init__": {"tf": 1}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}, "causy.interfaces.ComparisonSettings.__init__": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}}, "df": 6}}, "d": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}}, "df": 1}}}}}, "e": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.GENERATOR": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.PARALLEL": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.threshold": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.serialize": {"tf": 1}}, "df": 8}}}}}}}}}}}}}}}}}}}}}}}}, "d": {"docs": {"causy.graph.Node.id": {"tf": 1}, "causy.interfaces.NodeInterface.id": {"tf": 1}}, "df": 2}}, "s": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.generators.PairsWithNeighboursGenerator.shuffle_combinations": {"tf": 1}}, "df": 1}}}}}}, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "p": {"docs": {"causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1}}, "df": 2, "s": {"docs": {"causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.Loop.pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}}, "df": 5}}}}, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "z": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.Loop.serialize": {"tf": 1}, "causy.interfaces.ComparisonSettings.serialize": {"tf": 1}, "causy.interfaces.GeneratorInterface.serialize": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.serialize": {"tf": 1}, "causy.interfaces.LogicStepInterface.serialize": {"tf": 1}, "causy.interfaces.ExitConditionInterface.serialize": {"tf": 1}, "causy.utils.serialize_module_name": {"tf": 1}}, "df": 7}}}}}}}, "t": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "s": {"docs": {"causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1}}, "df": 1}}}}}}}, "i": {"docs": {}, "df": 0, "z": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}}, "df": 12}}}, "u": {"docs": {}, "df": 0, "m": {"docs": {"causy.utils.sum_lists": {"tf": 1}}, "df": 1}, "b": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1}}}}}}}}}}}, "t": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1.4142135623730951}}, "df": 1, "o": {"docs": {"causy.generators.PairsWithNeighboursGenerator.to_dict": {"tf": 1}, "causy.interfaces.NodeInterface.to_dict": {"tf": 1}, "causy.interfaces.TestResult.to_dict": {"tf": 1}}, "df": 3}, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 12, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "t": {"docs": {"causy.interfaces.TestResult": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}, "causy.interfaces.TestResult.x": {"tf": 1}, "causy.interfaces.TestResult.y": {"tf": 1}, "causy.interfaces.TestResult.action": {"tf": 1}, "causy.interfaces.TestResult.data": {"tf": 1}, "causy.interfaces.TestResult.to_dict": {"tf": 1}}, "df": 7, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.interfaces.TestResultAction": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}}, "df": 6}}}}}}}}}}}}}}}, "h": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "d": {"docs": {"causy.interfaces.DEFAULT_THRESHOLD": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.threshold": {"tf": 1}}, "df": 2}}}}}}}}}, "n": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.Node": {"tf": 1}, "causy.graph.Node.__init__": {"tf": 1}, "causy.graph.Node.name": {"tf": 1}, "causy.graph.Node.id": {"tf": 1}, "causy.graph.Node.values": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 1}}, "df": 7, "s": {"docs": {"causy.graph.UndirectedGraph.nodes": {"tf": 1}, "causy.interfaces.BaseGraphInterface.nodes": {"tf": 1}}, "df": 2}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.NodeInterface": {"tf": 1}, "causy.interfaces.NodeInterface.name": {"tf": 1}, "causy.interfaces.NodeInterface.id": {"tf": 1}, "causy.interfaces.NodeInterface.values": {"tf": 1}, "causy.interfaces.NodeInterface.to_dict": {"tf": 1}}, "df": 5}}}}}}}}}}}, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1}}, "df": 1}}}}}, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}, "a": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.Node.name": {"tf": 1}, "causy.interfaces.NodeInterface.name": {"tf": 1}, "causy.utils.serialize_module_name": {"tf": 1}}, "df": 3}}}, "u": {"docs": {}, "df": 0, "m": {"docs": {"causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}}, "df": 2}}}, "u": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}}, "df": 3, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {"causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.UndirectedGraph.nodes": {"tf": 1}, "causy.graph.UndirectedGraph.edges": {"tf": 1}, "causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.action_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}}, "df": 22, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.graph.UndirectedGraphError": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}}}, "p": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "k": {"docs": {"causy.graph.unpack_run": {"tf": 1}}, "df": 1}}}}}, "p": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1}}, "df": 5}}}}}}, "h": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "y": {"docs": {"causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.action_history": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}}, "df": 6}}}}}}}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.utils.retrieve_edges": {"tf": 1}}, "df": 3}}}}}}, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}}, "df": 6}}}}, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}}, "df": 1}}}}}}}}, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "s": {"docs": {"causy.utils.get_residuals": {"tf": 1}}, "df": 1}}}}}}}}, "u": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.unpack_run": {"tf": 1}}, "df": 1}}}, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "y": {"docs": {"causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}}, "df": 1}}}, "f": {"docs": {"causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}}, "df": 2}, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "q": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}, "b": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 1}}}}}}}}}, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.BaseGraphInterface.nodes": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edges": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 1}}, "df": 14}}}}}}}}}}}}}}}}, "c": {"docs": {}, "df": 0, "k": {"docs": {}, "df": 0, "w": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "d": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1}}}}}}}, "y": {"docs": {"causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}}, "df": 2}}, "f": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "m": {"docs": {"causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}}, "df": 2}}}, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "y": {"docs": {"causy.graph.graph_model_factory": {"tf": 1}}, "df": 1}}}}}}, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "s": {"docs": {"causy.interfaces.AS_MANY_AS_FIELDS": {"tf": 1}}, "df": 1}}}}}, "u": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}, "q": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}}}}}}}}, "x": {"docs": {"causy.interfaces.TestResult.x": {"tf": 1}}, "df": 1}, "y": {"docs": {"causy.interfaces.TestResult.y": {"tf": 1}}, "df": 1}}}, "fullname": {"root": {"docs": {"causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}, "causy.graph.Node.__init__": {"tf": 1}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}, "causy.interfaces.ComparisonSettings.__init__": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}}, "df": 6, "c": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "y": {"docs": {"causy": {"tf": 1}, "causy.algorithms": {"tf": 1}, "causy.algorithms.PC": {"tf": 1}, "causy.algorithms.ParallelPC": {"tf": 1}, "causy.cli": {"tf": 1}, "causy.cli.app": {"tf": 1}, "causy.cli.load_json": {"tf": 1}, "causy.cli.load_algorithm": {"tf": 1}, "causy.cli.create_pipeline": {"tf": 1}, "causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.cli.eject": {"tf": 1}, "causy.cli.execute": {"tf": 1}, "causy.cli.visualize": {"tf": 1}, "causy.exit_conditions": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.generators": {"tf": 1}, "causy.generators.logger": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.AllCombinationsGenerator.generate": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.shuffle_combinations": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.chunked": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.to_dict": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1}, "causy.graph": {"tf": 1}, "causy.graph.logger": {"tf": 1}, "causy.graph.Node": {"tf": 1}, "causy.graph.Node.__init__": {"tf": 1}, "causy.graph.Node.name": {"tf": 1}, "causy.graph.Node.id": {"tf": 1}, "causy.graph.Node.values": {"tf": 1}, "causy.graph.UndirectedGraphError": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.UndirectedGraph.nodes": {"tf": 1}, "causy.graph.UndirectedGraph.edges": {"tf": 1}, "causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.action_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.graph.unpack_run": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.graph": {"tf": 1}, "causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}, "causy.graph.Loop.execute": {"tf": 1}, "causy.graph.Loop.pipeline_steps": {"tf": 1}, "causy.graph.Loop.exit_condition": {"tf": 1}, "causy.graph.Loop.serialize": {"tf": 1}, "causy.independence_tests": {"tf": 1}, "causy.independence_tests.logger": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.PARALLEL": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.PARALLEL": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces": {"tf": 1}, "causy.interfaces.logger": {"tf": 1}, "causy.interfaces.DEFAULT_THRESHOLD": {"tf": 1}, "causy.interfaces.AS_MANY_AS_FIELDS": {"tf": 1}, "causy.interfaces.ComparisonSettings": {"tf": 1}, "causy.interfaces.ComparisonSettings.__init__": {"tf": 1}, "causy.interfaces.ComparisonSettings.min": {"tf": 1}, "causy.interfaces.ComparisonSettings.max": {"tf": 1}, "causy.interfaces.ComparisonSettings.serialize": {"tf": 1}, "causy.interfaces.NodeInterface": {"tf": 1}, "causy.interfaces.NodeInterface.name": {"tf": 1}, "causy.interfaces.NodeInterface.id": {"tf": 1}, "causy.interfaces.NodeInterface.values": {"tf": 1}, "causy.interfaces.NodeInterface.to_dict": {"tf": 1}, "causy.interfaces.TestResultAction": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResult": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}, "causy.interfaces.TestResult.x": {"tf": 1}, "causy.interfaces.TestResult.y": {"tf": 1}, "causy.interfaces.TestResult.action": {"tf": 1}, "causy.interfaces.TestResult.data": {"tf": 1}, "causy.interfaces.TestResult.to_dict": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.BaseGraphInterface.nodes": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edges": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1}, "causy.interfaces.GeneratorInterface.chunked": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}, "causy.interfaces.GeneratorInterface.serialize": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.GENERATOR": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.PARALLEL": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.threshold": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.serialize": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}, "causy.interfaces.LogicStepInterface.serialize": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.interfaces.ExitConditionInterface.serialize": {"tf": 1}, "causy.orientation_tests": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}, "causy.utils": {"tf": 1}, "causy.utils.logger": {"tf": 1}, "causy.utils.sum_lists": {"tf": 1}, "causy.utils.backward_substituion": {"tf": 1}, "causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}, "causy.utils.get_correlation": {"tf": 1}, "causy.utils.get_t_and_critical_t": {"tf": 1}, "causy.utils.serialize_module_name": {"tf": 1}, "causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}, "causy.utils.retrieve_edges": {"tf": 1}, "causy.utils.pearson_correlation": {"tf": 1}}, "df": 210}}}, "l": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {"causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.PARALLEL": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}}, "l": {"docs": {}, "df": 0, "i": {"docs": {"causy.cli": {"tf": 1}, "causy.cli.app": {"tf": 1}, "causy.cli.load_json": {"tf": 1}, "causy.cli.load_algorithm": {"tf": 1}, "causy.cli.create_pipeline": {"tf": 1}, "causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.cli.eject": {"tf": 1}, "causy.cli.execute": {"tf": 1}, "causy.cli.visualize": {"tf": 1}}, "df": 10}}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.create_pipeline": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}}, "df": 4}}}}, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}}}}}}, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.Loop.exit_condition": {"tf": 1}}, "df": 1, "s": {"docs": {"causy.exit_conditions": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}}, "df": 3}}}}}}}}, "m": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {"causy.generators.PairsWithNeighboursGenerator.shuffle_combinations": {"tf": 1}}, "df": 1}}}}}}}}}, "p": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}}, "df": 3, "s": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "s": {"docs": {"causy.interfaces.ComparisonSettings": {"tf": 1}, "causy.interfaces.ComparisonSettings.__init__": {"tf": 1}, "causy.interfaces.ComparisonSettings.min": {"tf": 1}, "causy.interfaces.ComparisonSettings.max": {"tf": 1}, "causy.interfaces.ComparisonSettings.serialize": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.get_correlation": {"tf": 1}, "causy.utils.pearson_correlation": {"tf": 1}}, "df": 2, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.PARALLEL": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}}}}}}, "l": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}, "e": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "s": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}}, "df": 1}}}}}}}}}}}, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "k": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 2}}}, "u": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "k": {"docs": {"causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}}, "df": 12, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.generators.PairsWithNeighboursGenerator.chunked": {"tf": 1}, "causy.interfaces.GeneratorInterface.chunked": {"tf": 1}}, "df": 2}}}}}}}, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "m": {"docs": {"causy.cli.load_algorithm": {"tf": 1}}, "df": 1, "s": {"docs": {"causy.algorithms": {"tf": 1}, "causy.algorithms.PC": {"tf": 1}, "causy.algorithms.ParallelPC": {"tf": 1}}, "df": 3}}}}}}}}, "l": {"docs": {"causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}}, "df": 1, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.AllCombinationsGenerator.generate": {"tf": 1}}, "df": 2}}}}}}}}}}}}}}}}}}}}}}}, "p": {"docs": {}, "df": 0, "p": {"docs": {"causy.cli.app": {"tf": 1}}, "df": 1}}, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraph.action_history": {"tf": 1}, "causy.interfaces.TestResult.action": {"tf": 1}}, "df": 2}}}}}, "d": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 1}}, "df": 6}}, "b": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {"causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.graph": {"tf": 1}, "causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}}, "df": 9}}}}}}}}}}}}}}}}}, "s": {"docs": {"causy.interfaces.AS_MANY_AS_FIELDS": {"tf": 1.4142135623730951}}, "df": 1}, "n": {"docs": {}, "df": 0, "d": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}}, "df": 1}}}}}}}}, "p": {"docs": {}, "df": 0, "c": {"docs": {"causy.algorithms.PC": {"tf": 1}}, "df": 1}, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {"causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.PARALLEL": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.PARALLEL": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.PARALLEL": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.PARALLEL": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.PARALLEL": {"tf": 1}}, "df": 24, "p": {"docs": {}, "df": 0, "c": {"docs": {"causy.algorithms.ParallelPC": {"tf": 1}}, "df": 1}}}}}}}, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}}, "i": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "w": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.shuffle_combinations": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.chunked": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.to_dict": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1}}, "df": 6}}}}}}}}}}}}}}}}}}}}}}}}}}, "t": {"docs": {}, "df": 0, "h": {"docs": {"causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}}, "df": 2, "s": {"docs": {"causy.graph.UndirectedGraph.directed_paths": {"tf": 1}}, "df": 1}}}}, "i": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.create_pipeline": {"tf": 1}, "causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.Loop.pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1}, "causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}}, "df": 9}}}}}}}, "o": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}}, "s": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}}, "df": 1}}}}}}}, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}}, "df": 12}}}}}}}}}, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}, "e": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.pearson_correlation": {"tf": 1}}, "df": 1}}}}}}}, "l": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "d": {"docs": {"causy.cli.load_json": {"tf": 1}, "causy.cli.load_algorithm": {"tf": 1}, "causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}}, "df": 4}}, "g": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.generators.logger": {"tf": 1}, "causy.graph.logger": {"tf": 1}, "causy.independence_tests.logger": {"tf": 1}, "causy.interfaces.logger": {"tf": 1}, "causy.utils.logger": {"tf": 1}}, "df": 5}}}, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}, "causy.interfaces.LogicStepInterface.serialize": {"tf": 1}}, "df": 3}}}}}}}}}}}}}}}}, "o": {"docs": {}, "df": 0, "p": {"docs": {"causy.graph.Loop": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}, "causy.graph.Loop.execute": {"tf": 1}, "causy.graph.Loop.pipeline_steps": {"tf": 1}, "causy.graph.Loop.exit_condition": {"tf": 1}, "causy.graph.Loop.serialize": {"tf": 1}}, "df": 6}}}, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "s": {"docs": {"causy.utils.sum_lists": {"tf": 1}}, "df": 1}}}}}, "j": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.cli.load_json": {"tf": 1}}, "df": 1}}}}, "m": {"docs": {}, "df": 0, "y": {"docs": {}, "df": 0, "j": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 2}}}}}}}}}}}}, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {"causy.graph.graph_model_factory": {"tf": 1}}, "df": 1}}, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.utils.serialize_module_name": {"tf": 1}}, "df": 1}}}}}, "a": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "y": {"docs": {"causy.interfaces.AS_MANY_AS_FIELDS": {"tf": 1}}, "df": 1}}, "x": {"docs": {"causy.interfaces.ComparisonSettings.max": {"tf": 1}}, "df": 1}}, "i": {"docs": {}, "df": 0, "n": {"docs": {"causy.interfaces.ComparisonSettings.min": {"tf": 1}}, "df": 1}}}, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.interfaces.DEFAULT_THRESHOLD": {"tf": 1}}, "df": 2}}}}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}}, "df": 2}}}}}}}}}, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.generators.PairsWithNeighboursGenerator.to_dict": {"tf": 1}, "causy.interfaces.NodeInterface.to_dict": {"tf": 1}, "causy.interfaces.TestResult.to_dict": {"tf": 1}}, "df": 3}}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}}, "df": 10}}}}}}}, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "a": {"docs": {"causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.interfaces.TestResult.data": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}}, "df": 3}}}, "o": {"docs": {"causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1}}, "df": 1}}, "e": {"docs": {}, "df": 0, "j": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.eject": {"tf": 1}}, "df": 1}}}}, "x": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.execute": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.Loop.execute": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}}, "df": 7}}}}}, "i": {"docs": {}, "df": 0, "t": {"docs": {"causy.exit_conditions": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.Loop.exit_condition": {"tf": 1}}, "df": 4, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}}, "df": 2}}}}}}}}}}}, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.interfaces.ExitConditionInterface.serialize": {"tf": 1}}, "df": 3}}}}}}}}}}}}}}}}}}}, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "s": {"docs": {"causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 1}}, "df": 10}}}}, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}, "m": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "x": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}, "d": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 1}}, "df": 28, "s": {"docs": {"causy.graph.UndirectedGraph.edges": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edges": {"tf": 1}, "causy.utils.retrieve_edges": {"tf": 1}}, "df": 4}}}}, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "s": {"docs": {"causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}}, "df": 2}}}}}}}}, "v": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "z": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.visualize": {"tf": 1}}, "df": 1}}}}}}}}, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.edge_value": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 1}}, "df": 2, "s": {"docs": {"causy.graph.Node.values": {"tf": 1}, "causy.interfaces.NodeInterface.values": {"tf": 1}}, "df": 2}}}}}}, "g": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.GENERATOR": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}}, "df": 11, "s": {"docs": {"causy.generators": {"tf": 1}, "causy.generators.logger": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.AllCombinationsGenerator.generate": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.shuffle_combinations": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.chunked": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.to_dict": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1}}, "df": 10}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1}, "causy.interfaces.GeneratorInterface.chunked": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}, "causy.interfaces.GeneratorInterface.serialize": {"tf": 1}}, "df": 5}}}}}}}}}}}, "e": {"docs": {"causy.generators.AllCombinationsGenerator.generate": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}}, "df": 3}}}}}}, "t": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}, "causy.utils.get_correlation": {"tf": 1}, "causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 4}}, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {"causy.graph": {"tf": 1}, "causy.graph.logger": {"tf": 1}, "causy.graph.Node": {"tf": 1}, "causy.graph.Node.__init__": {"tf": 1}, "causy.graph.Node.name": {"tf": 1}, "causy.graph.Node.id": {"tf": 1}, "causy.graph.Node.values": {"tf": 1}, "causy.graph.UndirectedGraphError": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.UndirectedGraph.nodes": {"tf": 1}, "causy.graph.UndirectedGraph.edges": {"tf": 1}, "causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.action_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.graph.unpack_run": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.graph": {"tf": 1.4142135623730951}, "causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1.4142135623730951}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1.4142135623730951}, "causy.graph.Loop": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}, "causy.graph.Loop.execute": {"tf": 1}, "causy.graph.Loop.pipeline_steps": {"tf": 1}, "causy.graph.Loop.exit_condition": {"tf": 1}, "causy.graph.Loop.serialize": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}}, "df": 48, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {"causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}, "causy.graph.Node.__init__": {"tf": 1}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}, "causy.interfaces.ComparisonSettings.__init__": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}}, "df": 6}}, "d": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}}, "df": 1}}}}}, "e": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests": {"tf": 1}, "causy.independence_tests.logger": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.PARALLEL": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.PARALLEL": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}}, "df": 32, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.GENERATOR": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.PARALLEL": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.threshold": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.serialize": {"tf": 1}}, "df": 8}}}}}}}}}}}}}}}}}}}}}}}, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.interfaces": {"tf": 1}, "causy.interfaces.logger": {"tf": 1}, "causy.interfaces.DEFAULT_THRESHOLD": {"tf": 1}, "causy.interfaces.AS_MANY_AS_FIELDS": {"tf": 1}, "causy.interfaces.ComparisonSettings": {"tf": 1}, "causy.interfaces.ComparisonSettings.__init__": {"tf": 1}, "causy.interfaces.ComparisonSettings.min": {"tf": 1}, "causy.interfaces.ComparisonSettings.max": {"tf": 1}, "causy.interfaces.ComparisonSettings.serialize": {"tf": 1}, "causy.interfaces.NodeInterface": {"tf": 1}, "causy.interfaces.NodeInterface.name": {"tf": 1}, "causy.interfaces.NodeInterface.id": {"tf": 1}, "causy.interfaces.NodeInterface.values": {"tf": 1}, "causy.interfaces.NodeInterface.to_dict": {"tf": 1}, "causy.interfaces.TestResultAction": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResult": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}, "causy.interfaces.TestResult.x": {"tf": 1}, "causy.interfaces.TestResult.y": {"tf": 1}, "causy.interfaces.TestResult.action": {"tf": 1}, "causy.interfaces.TestResult.data": {"tf": 1}, "causy.interfaces.TestResult.to_dict": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.BaseGraphInterface.nodes": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edges": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1}, "causy.interfaces.GeneratorInterface.chunked": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}, "causy.interfaces.GeneratorInterface.serialize": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.GENERATOR": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.PARALLEL": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.threshold": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.serialize": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}, "causy.interfaces.LogicStepInterface.serialize": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.interfaces.ExitConditionInterface.serialize": {"tf": 1}}, "df": 65}}}}}}}}}, "d": {"docs": {"causy.graph.Node.id": {"tf": 1}, "causy.interfaces.NodeInterface.id": {"tf": 1}}, "df": 2}}, "s": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.generators.PairsWithNeighboursGenerator.shuffle_combinations": {"tf": 1}}, "df": 1}}}}}}, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "p": {"docs": {"causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1}}, "df": 2, "s": {"docs": {"causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.Loop.pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}}, "df": 5}}}}, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "z": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.Loop.serialize": {"tf": 1}, "causy.interfaces.ComparisonSettings.serialize": {"tf": 1}, "causy.interfaces.GeneratorInterface.serialize": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.serialize": {"tf": 1}, "causy.interfaces.LogicStepInterface.serialize": {"tf": 1}, "causy.interfaces.ExitConditionInterface.serialize": {"tf": 1}, "causy.utils.serialize_module_name": {"tf": 1}}, "df": 7}}}}}}}, "t": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "s": {"docs": {"causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1}}, "df": 1}}}}}}}, "i": {"docs": {}, "df": 0, "z": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}}, "df": 12}}}, "u": {"docs": {}, "df": 0, "m": {"docs": {"causy.utils.sum_lists": {"tf": 1}}, "df": 1}, "b": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1}}}}}}}}}}}, "t": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1.4142135623730951}}, "df": 1, "o": {"docs": {"causy.generators.PairsWithNeighboursGenerator.to_dict": {"tf": 1}, "causy.interfaces.NodeInterface.to_dict": {"tf": 1}, "causy.interfaces.TestResult.to_dict": {"tf": 1}}, "df": 3}, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 12, "s": {"docs": {"causy.independence_tests": {"tf": 1}, "causy.independence_tests.logger": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.PARALLEL": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.PARALLEL": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.orientation_tests": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 58}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "t": {"docs": {"causy.interfaces.TestResult": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}, "causy.interfaces.TestResult.x": {"tf": 1}, "causy.interfaces.TestResult.y": {"tf": 1}, "causy.interfaces.TestResult.action": {"tf": 1}, "causy.interfaces.TestResult.data": {"tf": 1}, "causy.interfaces.TestResult.to_dict": {"tf": 1}}, "df": 7, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.interfaces.TestResultAction": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}}, "df": 6}}}}}}}}}}}}}}}, "h": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "d": {"docs": {"causy.interfaces.DEFAULT_THRESHOLD": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.threshold": {"tf": 1}}, "df": 2}}}}}}}}}, "n": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.Node": {"tf": 1}, "causy.graph.Node.__init__": {"tf": 1}, "causy.graph.Node.name": {"tf": 1}, "causy.graph.Node.id": {"tf": 1}, "causy.graph.Node.values": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 1}}, "df": 7, "s": {"docs": {"causy.graph.UndirectedGraph.nodes": {"tf": 1}, "causy.interfaces.BaseGraphInterface.nodes": {"tf": 1}}, "df": 2}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.NodeInterface": {"tf": 1}, "causy.interfaces.NodeInterface.name": {"tf": 1}, "causy.interfaces.NodeInterface.id": {"tf": 1}, "causy.interfaces.NodeInterface.values": {"tf": 1}, "causy.interfaces.NodeInterface.to_dict": {"tf": 1}}, "df": 5}}}}}}}}}}}, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1}}, "df": 1}}}}}, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}, "a": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.Node.name": {"tf": 1}, "causy.interfaces.NodeInterface.name": {"tf": 1}, "causy.utils.serialize_module_name": {"tf": 1}}, "df": 3}}}, "u": {"docs": {}, "df": 0, "m": {"docs": {"causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}}, "df": 2}}}, "u": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}}, "df": 3, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {"causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.UndirectedGraph.nodes": {"tf": 1}, "causy.graph.UndirectedGraph.edges": {"tf": 1}, "causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.action_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}}, "df": 22, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.graph.UndirectedGraphError": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}}}, "p": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "k": {"docs": {"causy.graph.unpack_run": {"tf": 1}}, "df": 1}}}}}, "p": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1}}, "df": 5}}}}}, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "s": {"docs": {"causy.utils": {"tf": 1}, "causy.utils.logger": {"tf": 1}, "causy.utils.sum_lists": {"tf": 1}, "causy.utils.backward_substituion": {"tf": 1}, "causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}, "causy.utils.get_correlation": {"tf": 1}, "causy.utils.get_t_and_critical_t": {"tf": 1}, "causy.utils.serialize_module_name": {"tf": 1}, "causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}, "causy.utils.retrieve_edges": {"tf": 1}, "causy.utils.pearson_correlation": {"tf": 1}}, "df": 13}}}}}, "h": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "y": {"docs": {"causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.action_history": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}}, "df": 6}}}}}}}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.utils.retrieve_edges": {"tf": 1}}, "df": 3}}}}}}, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}}, "df": 6}}}}, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}}, "df": 1}}}}}}}}, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "s": {"docs": {"causy.utils.get_residuals": {"tf": 1}}, "df": 1}}}}}}}}, "u": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.unpack_run": {"tf": 1}}, "df": 1}}}, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "y": {"docs": {"causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}}, "df": 1}}}, "f": {"docs": {"causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}}, "df": 2}, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.orientation_tests": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 26}}}}}, "q": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}, "b": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 1}}}}}}}}}, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.BaseGraphInterface.nodes": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edges": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 1}}, "df": 14}}}}}}}}}}}}}}}}, "c": {"docs": {}, "df": 0, "k": {"docs": {}, "df": 0, "w": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "d": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1}}}}}}}, "y": {"docs": {"causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}}, "df": 2}}, "f": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "m": {"docs": {"causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}}, "df": 2}}}, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "y": {"docs": {"causy.graph.graph_model_factory": {"tf": 1}}, "df": 1}}}}}}, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "s": {"docs": {"causy.interfaces.AS_MANY_AS_FIELDS": {"tf": 1}}, "df": 1}}}}}, "u": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}, "q": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}}}}}}}}, "x": {"docs": {"causy.interfaces.TestResult.x": {"tf": 1}}, "df": 1}, "y": {"docs": {"causy.interfaces.TestResult.y": {"tf": 1}}, "df": 1}}}, "annotation": {"root": {"0": {"docs": {}, "df": 0, "x": {"1": {"0": {"7": {"3": {"docs": {}, "df": 0, "a": {"5": {"docs": {}, "df": 0, "e": {"1": {"0": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}, "docs": {}, "df": 0}, "docs": {}, "df": 0}}, "docs": {}, "df": 0}}, "docs": {}, "df": 0}, "docs": {}, "df": 0}, "docs": {}, "df": 0}, "docs": {}, "df": 0}}, "docs": {"causy.graph.Node.name": {"tf": 1}, "causy.graph.Node.id": {"tf": 1}, "causy.graph.Node.values": {"tf": 1}, "causy.graph.UndirectedGraph.nodes": {"tf": 1}, "causy.graph.UndirectedGraph.edges": {"tf": 1}, "causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.action_history": {"tf": 1}, "causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.graph": {"tf": 1}, "causy.graph.AbstractGraphModel.pool": {"tf": 1.4142135623730951}, "causy.interfaces.ComparisonSettings.min": {"tf": 1}, "causy.interfaces.ComparisonSettings.max": {"tf": 1}, "causy.interfaces.NodeInterface.name": {"tf": 1}, "causy.interfaces.NodeInterface.id": {"tf": 1}, "causy.interfaces.NodeInterface.values": {"tf": 1}, "causy.interfaces.TestResult.x": {"tf": 1}, "causy.interfaces.TestResult.y": {"tf": 1}, "causy.interfaces.TestResult.action": {"tf": 1}, "causy.interfaces.TestResult.data": {"tf": 1}, "causy.interfaces.BaseGraphInterface.nodes": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edges": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1.4142135623730951}, "causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1}, "causy.interfaces.GeneratorInterface.chunked": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.GENERATOR": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.PARALLEL": {"tf": 1}}, "df": 28, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {"causy.graph.Node.name": {"tf": 1}, "causy.graph.Node.id": {"tf": 1}, "causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.interfaces.NodeInterface.name": {"tf": 1}, "causy.interfaces.NodeInterface.id": {"tf": 1}}, "df": 5}}}, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "h": {"docs": {"causy.graph.Node.values": {"tf": 1}}, "df": 1}}}}, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.graph.Node.values": {"tf": 1}}, "df": 1}}}}, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.action_history": {"tf": 1}}, "df": 2, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.interfaces.TestResult.action": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.UndirectedGraph.edges": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edges": {"tf": 1}}, "df": 2, "[": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {"causy.graph.UndirectedGraph.nodes": {"tf": 1}, "causy.graph.UndirectedGraph.edges": {"tf": 1.4142135623730951}, "causy.interfaces.BaseGraphInterface.nodes": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edges": {"tf": 1.4142135623730951}}, "df": 4}}}, "t": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "[": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {"causy.graph.UndirectedGraph.edge_history": {"tf": 1}}, "df": 1}}}}}}}}}}}}}, "e": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "x": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}}}}}}}}}}}}}}, "c": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "y": {"docs": {"causy.graph.UndirectedGraph.nodes": {"tf": 1}, "causy.graph.AbstractGraphModel.graph": {"tf": 1}, "causy.interfaces.TestResult.x": {"tf": 1}, "causy.interfaces.TestResult.y": {"tf": 1}, "causy.interfaces.TestResult.action": {"tf": 1}, "causy.interfaces.BaseGraphInterface.nodes": {"tf": 1}, "causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1}}, "df": 7}}}}, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "x": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}}}}}, "m": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "s": {"docs": {"causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}}}, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {"causy.graph.UndirectedGraph.nodes": {"tf": 1}}, "df": 1}}}}, "t": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1.4142135623730951}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1.4142135623730951}}, "df": 2}, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.IndependenceTestInterface.GENERATOR": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}}}, "n": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.nodes": {"tf": 1}}, "df": 1, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.TestResult.x": {"tf": 1}, "causy.interfaces.TestResult.y": {"tf": 1}, "causy.interfaces.BaseGraphInterface.nodes": {"tf": 1}}, "df": 3}}}}}}}}}}}}}, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "[": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "y": {"docs": {"causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.action_history": {"tf": 1}, "causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1}}, "df": 3}}}}}, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "[": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {"causy.graph.UndirectedGraph.action_history": {"tf": 1}}, "df": 1}}}}}}}}, "f": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {"causy.interfaces.NodeInterface.values": {"tf": 1}}, "df": 1}}}}}}}}}, "t": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1.4142135623730951}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1.4142135623730951}}, "df": 2}}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {"causy.interfaces.ComparisonSettings.min": {"tf": 1}, "causy.interfaces.ComparisonSettings.max": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}}, "df": 4, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.action_history": {"tf": 1}, "causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.graph": {"tf": 1}, "causy.interfaces.TestResult.x": {"tf": 1}, "causy.interfaces.TestResult.y": {"tf": 1}, "causy.interfaces.TestResult.action": {"tf": 1}, "causy.interfaces.BaseGraphInterface.nodes": {"tf": 1}, "causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.GENERATOR": {"tf": 1}}, "df": 10}}}}}}}}, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}}}}}}}}}}, "b": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.AbstractGraphModel.graph": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "x": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}}}}}}}}}}, "o": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}}}, "o": {"docs": {}, "df": 0, "l": {"docs": {"causy.interfaces.GeneratorInterface.chunked": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.PARALLEL": {"tf": 1}}, "df": 2}}}}, "m": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}}}}}, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}}}}}}}}}}}}}}}, "p": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}}}}, "o": {"docs": {}, "df": 0, "f": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}, "b": {"docs": {}, "df": 0, "j": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}}}}}, "p": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "[": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.interfaces.TestResult.data": {"tf": 1}}, "df": 1}}}}, "c": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "y": {"docs": {"causy.interfaces.IndependenceTestInterface.GENERATOR": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}, "a": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}}}}, "default_value": {"root": {"0": {"1": {"docs": {"causy.interfaces.DEFAULT_THRESHOLD": {"tf": 1}}, "df": 1}, "docs": {"causy.interfaces.DEFAULT_THRESHOLD": {"tf": 1}, "causy.interfaces.AS_MANY_AS_FIELDS": {"tf": 1}, "causy.interfaces.ComparisonSettings.max": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}}, "df": 4}, "1": {"0": {"0": {"0": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}}, "df": 2}, "docs": {}, "df": 0}, "docs": {"causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}}, "df": 1}, "docs": {"causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}}, "df": 9}, "2": {"docs": {"causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.ComparisonSettings.min": {"tf": 1}}, "df": 2}, "docs": {"causy.algorithms.PC": {"tf": 1.4142135623730951}, "causy.algorithms.ParallelPC": {"tf": 1.4142135623730951}, "causy.cli.app": {"tf": 1.4142135623730951}, "causy.generators.logger": {"tf": 1.4142135623730951}, "causy.graph.logger": {"tf": 1.4142135623730951}, "causy.independence_tests.logger": {"tf": 1.4142135623730951}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1.4142135623730951}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1.4142135623730951}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1.4142135623730951}, "causy.interfaces.logger": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1.4142135623730951}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1.4142135623730951}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1.4142135623730951}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1.4142135623730951}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1.4142135623730951}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1.4142135623730951}, "causy.utils.logger": {"tf": 1.4142135623730951}}, "df": 23, "l": {"docs": {}, "df": 0, "t": {"docs": {"causy.algorithms.PC": {"tf": 1.4142135623730951}, "causy.algorithms.ParallelPC": {"tf": 1.4142135623730951}, "causy.cli.app": {"tf": 1}, "causy.generators.logger": {"tf": 1}, "causy.graph.logger": {"tf": 1}, "causy.independence_tests.logger": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}, "causy.interfaces.logger": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.utils.logger": {"tf": 1}}, "df": 23}, "o": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "s": {"docs": {"causy.algorithms.PC": {"tf": 1}, "causy.algorithms.ParallelPC": {"tf": 1}}, "df": 2}}}}, "g": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.generators.logger": {"tf": 1}, "causy.graph.logger": {"tf": 1}, "causy.independence_tests.logger": {"tf": 1}, "causy.interfaces.logger": {"tf": 1}, "causy.utils.logger": {"tf": 1}}, "df": 5}}}}}}, "c": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {"causy.algorithms.PC": {"tf": 1}, "causy.algorithms.ParallelPC": {"tf": 1}}, "df": 2}}}}, "a": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "y": {"docs": {"causy.algorithms.PC": {"tf": 1}, "causy.algorithms.ParallelPC": {"tf": 1}, "causy.generators.logger": {"tf": 1}, "causy.graph.logger": {"tf": 1}, "causy.independence_tests.logger": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}, "causy.interfaces.logger": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.utils.logger": {"tf": 1}}, "df": 17}}}}}, "x": {"2": {"7": {"docs": {"causy.algorithms.PC": {"tf": 1.4142135623730951}, "causy.algorithms.ParallelPC": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1.4142135623730951}}, "df": 7}, "docs": {}, "df": 0}, "docs": {}, "df": 0}, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {"causy.algorithms.PC": {"tf": 1.4142135623730951}, "causy.algorithms.ParallelPC": {"tf": 1.4142135623730951}, "causy.graph.logger": {"tf": 1}}, "df": 3, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {"causy.algorithms.PC": {"tf": 1}, "causy.algorithms.ParallelPC": {"tf": 1}}, "df": 2}}}}}}}}}, "t": {"docs": {"causy.algorithms.PC": {"tf": 1.4142135623730951}, "causy.algorithms.ParallelPC": {"tf": 1.4142135623730951}, "causy.cli.app": {"tf": 1}, "causy.generators.logger": {"tf": 1}, "causy.graph.logger": {"tf": 1}, "causy.independence_tests.logger": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}, "causy.interfaces.logger": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.utils.logger": {"tf": 1}}, "df": 23}, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {"causy.generators.logger": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}}, "df": 11}}}}}}}}}}, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {"causy.algorithms.PC": {"tf": 1}, "causy.algorithms.ParallelPC": {"tf": 1}}, "df": 2}}}}, "a": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {"causy.cli.app": {"tf": 1}}, "df": 1}}}}, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "y": {"docs": {"causy.algorithms.PC": {"tf": 1}, "causy.algorithms.ParallelPC": {"tf": 1}}, "df": 2}}}}}, "l": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.CalculateCorrelations.PARALLEL": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.PARALLEL": {"tf": 1}, "causy.independence_tests.PlaceholderTest.PARALLEL": {"tf": 1}, "causy.interfaces.GeneratorInterface.chunked": {"tf": 1}, "causy.orientation_tests.ColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.NonColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.PARALLEL": {"tf": 1}}, "df": 11}}}}}, "t": {"docs": {}, "df": 0, "y": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.app": {"tf": 1.4142135623730951}}, "df": 1}}}}, "r": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "e": {"docs": {"causy.generators.PairsWithNeighboursGenerator.shuffle_combinations": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.chunked": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.PARALLEL": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.PARALLEL": {"tf": 1}}, "df": 4}}}, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "s": {"docs": {"causy.independence_tests.logger": {"tf": 1}}, "df": 1}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}, "o": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "j": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.app": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}}, "df": 11}}}}}}, "w": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.generators.logger": {"tf": 1}, "causy.graph.logger": {"tf": 1}, "causy.independence_tests.logger": {"tf": 1}, "causy.interfaces.logger": {"tf": 1}, "causy.utils.logger": {"tf": 1}}, "df": 5}}}}}}}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.logger": {"tf": 1}}, "df": 1}}}}}}}}}}, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.interfaces.logger": {"tf": 1}}, "df": 1}}}}}}}}}}, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}}, "df": 9}}}}}}}}}}}}}}}}}}}}}}}}, "p": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "w": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}}}}}}}}}}}}}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1.4142135623730951}}, "df": 2}}}}}}, "e": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1.4142135623730951}}, "df": 4}}}}, "u": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1.4142135623730951}}, "df": 1}}}}}}}}}, "p": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1.4142135623730951}}, "df": 2}}}}}, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "s": {"docs": {"causy.utils.logger": {"tf": 1}}, "df": 1}}}}}, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1.4142135623730951}}, "df": 2}}}}}}}, "o": {"docs": {"causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1.4142135623730951}}, "df": 1}}, "n": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1.4142135623730951}}, "df": 1}}}}}, "n": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.TestResult.data": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.GENERATOR": {"tf": 1}}, "df": 2}}}}}}, "signature": {"root": {"0": {"docs": {"causy.interfaces.ComparisonSettings.__init__": {"tf": 1}}, "df": 1}, "2": {"docs": {"causy.interfaces.ComparisonSettings.__init__": {"tf": 1}}, "df": 1}, "3": {"9": {"docs": {"causy.cli.execute": {"tf": 1.4142135623730951}}, "df": 1}, "docs": {}, "df": 0}, "docs": {"causy.cli.load_json": {"tf": 3.7416573867739413}, "causy.cli.load_algorithm": {"tf": 3.7416573867739413}, "causy.cli.create_pipeline": {"tf": 3.7416573867739413}, "causy.cli.MyJSONEncoder.default": {"tf": 3.7416573867739413}, "causy.cli.eject": {"tf": 4.69041575982343}, "causy.cli.execute": {"tf": 9.591663046625438}, "causy.cli.visualize": {"tf": 3.7416573867739413}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 5.196152422706632}, "causy.generators.AllCombinationsGenerator.generate": {"tf": 6.782329983125268}, "causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 7.14142842854285}, "causy.generators.PairsWithNeighboursGenerator.to_dict": {"tf": 3.1622776601683795}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 6.782329983125268}, "causy.graph.Node.__init__": {"tf": 5.656854249492381}, "causy.graph.UndirectedGraph.add_edge": {"tf": 7.0710678118654755}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 7.681145747868608}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 5.830951894845301}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 6.48074069840786}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 6.48074069840786}, "causy.graph.UndirectedGraph.update_edge": {"tf": 7.0710678118654755}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 7.0710678118654755}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 6.48074069840786}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 6.48074069840786}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 6.48074069840786}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 6.48074069840786}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 6.48074069840786}, "causy.graph.UndirectedGraph.edge_value": {"tf": 6.48074069840786}, "causy.graph.UndirectedGraph.add_node": {"tf": 6.782329983125268}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 6.48074069840786}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 6.48074069840786}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 6.48074069840786}, "causy.graph.unpack_run": {"tf": 3.1622776601683795}, "causy.graph.AbstractGraphModel.__init__": {"tf": 6.6332495807108}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 5.5677643628300215}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 3.1622776601683795}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 3.1622776601683795}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 5.0990195135927845}, "causy.graph.graph_model_factory": {"tf": 7.211102550927978}, "causy.graph.Loop.__init__": {"tf": 7.615773105863909}, "causy.graph.Loop.execute": {"tf": 6.782329983125268}, "causy.graph.Loop.serialize": {"tf": 3.4641016151377544}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 7.211102550927978}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 7.54983443527075}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 7.745966692414834}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 7.745966692414834}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 7.54983443527075}, "causy.independence_tests.PlaceholderTest.test": {"tf": 8.54400374531753}, "causy.interfaces.ComparisonSettings.__init__": {"tf": 5.656854249492381}, "causy.interfaces.ComparisonSettings.serialize": {"tf": 3.1622776601683795}, "causy.interfaces.NodeInterface.to_dict": {"tf": 3.1622776601683795}, "causy.interfaces.TestResult.__init__": {"tf": 8.660254037844387}, "causy.interfaces.TestResult.to_dict": {"tf": 3.1622776601683795}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 7.280109889280518}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 5.830951894845301}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 4.69041575982343}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 4.242640687119285}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 4.242640687119285}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 4.69041575982343}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 4.242640687119285}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 4.242640687119285}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 4.242640687119285}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 4.242640687119285}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 4.242640687119285}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 4.795831523312719}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 3.1622776601683795}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 3.7416573867739413}, "causy.interfaces.GeneratorInterface.generate": {"tf": 6.164414002968976}, "causy.interfaces.GeneratorInterface.serialize": {"tf": 3.4641016151377544}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 7.54983443527075}, "causy.interfaces.IndependenceTestInterface.serialize": {"tf": 3.4641016151377544}, "causy.interfaces.LogicStepInterface.execute": {"tf": 6.164414002968976}, "causy.interfaces.LogicStepInterface.serialize": {"tf": 3.4641016151377544}, "causy.interfaces.ExitConditionInterface.check": {"tf": 8.426149773176359}, "causy.interfaces.ExitConditionInterface.serialize": {"tf": 3.1622776601683795}, "causy.orientation_tests.ColliderTest.test": {"tf": 8.54400374531753}, "causy.orientation_tests.NonColliderTest.test": {"tf": 8.54400374531753}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 8.54400374531753}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 8.54400374531753}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 8.54400374531753}, "causy.utils.sum_lists": {"tf": 3.4641016151377544}, "causy.utils.backward_substituion": {"tf": 4.242640687119285}, "causy.utils.get_regression_coefficients": {"tf": 3.7416573867739413}, "causy.utils.get_residuals": {"tf": 3.7416573867739413}, "causy.utils.get_correlation": {"tf": 4.242640687119285}, "causy.utils.get_t_and_critical_t": {"tf": 4.69041575982343}, "causy.utils.serialize_module_name": {"tf": 3.1622776601683795}, "causy.utils.load_pipeline_artefact_by_definition": {"tf": 3.1622776601683795}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 3.1622776601683795}, "causy.utils.retrieve_edges": {"tf": 3.1622776601683795}, "causy.utils.pearson_correlation": {"tf": 3.7416573867739413}}, "df": 89, "p": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.load_json": {"tf": 1}, "causy.cli.create_pipeline": {"tf": 1}, "causy.cli.execute": {"tf": 1}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}}, "df": 6}}}}}}}, "a": {"docs": {}, "df": 0, "r": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}}, "f": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.load_json": {"tf": 1}, "causy.cli.eject": {"tf": 1}, "causy.cli.execute": {"tf": 1.7320508075688772}}, "df": 3}}}, "l": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}}, "df": 2}}}}, "n": {"docs": {"causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}}, "df": 1}}, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.load_json": {"tf": 1}, "causy.cli.load_algorithm": {"tf": 1}, "causy.cli.eject": {"tf": 1.4142135623730951}, "causy.cli.execute": {"tf": 2.449489742783178}, "causy.cli.visualize": {"tf": 1}, "causy.graph.Node.__init__": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.add_node": {"tf": 1.4142135623730951}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 20}, "e": {"docs": {}, "df": 0, "p": {"docs": {"causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1}, "causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}}, "df": 2, "s": {"docs": {"causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}}, "df": 4}}}}, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "f": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.generators.AllCombinationsGenerator.generate": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.to_dict": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.Loop.execute": {"tf": 1}, "causy.graph.Loop.serialize": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces.ComparisonSettings.serialize": {"tf": 1}, "causy.interfaces.NodeInterface.to_dict": {"tf": 1}, "causy.interfaces.TestResult.to_dict": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}, "causy.interfaces.GeneratorInterface.serialize": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.serialize": {"tf": 1}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}, "causy.interfaces.LogicStepInterface.serialize": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.interfaces.ExitConditionInterface.serialize": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 64}}, "t": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "s": {"docs": {"causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}}, "df": 1}}}}}}}, "a": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.execute": {"tf": 1}}, "df": 1}}, "m": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}}}}, "h": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}}, "df": 1}}}}}}, "i": {"docs": {}, "df": 0, "z": {"docs": {}, "df": 0, "e": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}}}, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "m": {"docs": {"causy.cli.load_algorithm": {"tf": 1}, "causy.cli.eject": {"tf": 1}, "causy.cli.execute": {"tf": 1}}, "df": 3}}}}}}}}, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}}, "df": 5, "s": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 2}}}}}}, "r": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "s": {"docs": {"causy.graph.unpack_run": {"tf": 1}}, "df": 1}}}, "b": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {"causy.graph.graph_model_factory": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}}}, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "g": {"docs": {"causy.cli.create_pipeline": {"tf": 1}}, "df": 1}}}, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.Loop.__init__": {"tf": 1}}, "df": 1}}}}}}, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}}}}, "m": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}}, "df": 1, "s": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "s": {"docs": {"causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}, "b": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {"causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}}, "df": 1}}}}}}}}}}, "r": {"docs": {}, "df": 0, "r": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}}, "a": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "y": {"docs": {"causy.generators.AllCombinationsGenerator.generate": {"tf": 1.4142135623730951}, "causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1.4142135623730951}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1.4142135623730951}, "causy.graph.Loop.__init__": {"tf": 1.4142135623730951}, "causy.graph.Loop.execute": {"tf": 1.4142135623730951}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1.4142135623730951}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1.4142135623730951}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1.7320508075688772}, "causy.interfaces.TestResult.__init__": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1.4142135623730951}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1.4142135623730951}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1.4142135623730951}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1.7320508075688772}}, "df": 42}}}}, "h": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "k": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}}, "df": 1}}}}}}, "l": {"docs": {}, "df": 0, "s": {"docs": {"causy.utils.serialize_module_name": {"tf": 1}}, "df": 1}}}, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.create_pipeline": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.Loop.serialize": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}, "causy.interfaces.GeneratorInterface.serialize": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.serialize": {"tf": 1}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}, "causy.interfaces.LogicStepInterface.serialize": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 14}}}, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "a": {"docs": {"causy.cli.execute": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}}, "df": 4}}}}, "o": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "j": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1}}, "u": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.eject": {"tf": 1}, "causy.cli.execute": {"tf": 1}, "causy.cli.visualize": {"tf": 1}}, "df": 3}}}}}, "p": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {"causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}}, "df": 9}}}}}}}, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.utils.get_correlation": {"tf": 1}}, "df": 1}}}}, "f": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}, "n": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.execute": {"tf": 2}, "causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1.4142135623730951}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1.4142135623730951}, "causy.interfaces.TestResult.__init__": {"tf": 1}}, "df": 8}}, "d": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.add_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1.4142135623730951}}, "df": 14, "s": {"docs": {"causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}, "causy.utils.get_correlation": {"tf": 1}}, "df": 13}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.TestResult.__init__": {"tf": 1.4142135623730951}}, "df": 1}}}}}}}}}}}}, "a": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.Node.__init__": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 1}}, "df": 3}}}, "b": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}, "r": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.execute": {"tf": 1}}, "df": 1}}}}}}, "l": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "g": {"docs": {"causy.cli.execute": {"tf": 1}}, "df": 1}}, "e": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {"causy.cli.execute": {"tf": 1}}, "df": 1}}}}, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 20, "s": {"docs": {"causy.utils.sum_lists": {"tf": 1}}, "df": 1}}}}}, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.execute": {"tf": 1}}, "df": 1}}}}, "x": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.Loop.__init__": {"tf": 1}}, "df": 1, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.Loop.__init__": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}}}}}}}, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1.4142135623730951}, "causy.generators.AllCombinationsGenerator.generate": {"tf": 1.4142135623730951}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1.4142135623730951}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.graph.Loop.execute": {"tf": 1.4142135623730951}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1.4142135623730951}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1.4142135623730951}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1.4142135623730951}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}, "causy.utils.retrieve_edges": {"tf": 1}}, "df": 36, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.generators.AllCombinationsGenerator.generate": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1}, "causy.graph.Loop.execute": {"tf": 1}}, "df": 3}}}}}}}}}}}}}}}}}}}, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.generators.AllCombinationsGenerator.generate": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1}, "causy.graph.Loop.execute": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 7}}}}, "i": {"docs": {}, "df": 0, "n": {"docs": {"causy.interfaces.ComparisonSettings.__init__": {"tf": 1}}, "df": 1}}, "a": {"docs": {}, "df": 0, "x": {"docs": {"causy.interfaces.ComparisonSettings.__init__": {"tf": 1}}, "df": 1}}}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.generators.AllCombinationsGenerator.generate": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1}, "causy.graph.Loop.execute": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 7}}}}}}, "t": {"docs": {"causy.interfaces.ComparisonSettings.__init__": {"tf": 1.4142135623730951}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 2, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.generators.AllCombinationsGenerator.generate": {"tf": 1.4142135623730951}, "causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1.4142135623730951}, "causy.graph.Loop.execute": {"tf": 1.4142135623730951}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1.4142135623730951}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1.4142135623730951}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1.7320508075688772}, "causy.interfaces.TestResult.__init__": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1.4142135623730951}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1.4142135623730951}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1.4142135623730951}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1.7320508075688772}}, "df": 28}}}}}}}}, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}}, "df": 4}}}}}}}}}}}}}}}}}}}}}}}}, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 2}}}}}}}}, "d": {"docs": {"causy.graph.Node.__init__": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}}, "df": 2}}, "t": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "k": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 2}}}}, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "h": {"docs": {"causy.graph.Node.__init__": {"tf": 1}}, "df": 1}}}}, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.graph.Node.__init__": {"tf": 1}}, "df": 1}}}}, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}}, "df": 1, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1.4142135623730951}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1.4142135623730951}}, "df": 15, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}, "y": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.graph_model_factory": {"tf": 1}}, "df": 1}}}, "u": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 8}}}}, "h": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "d": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}}}}}}}}, "b": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.generators.AllCombinationsGenerator.generate": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1}, "causy.graph.Loop.execute": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 18}}}}}}}}}}}}}}}}}, "o": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {"causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1.4142135623730951}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 2}}}}, "v": {"docs": {"causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 1}}, "df": 26, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}}, "df": 3, "s": {"docs": {"causy.graph.Node.__init__": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 1}}, "df": 3}}}}, "r": {"docs": {}, "df": 0, "s": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}}}, "u": {"docs": {"causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 1}}, "df": 26, "n": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 6}}}}}, "x": {"docs": {"causy.interfaces.TestResult.__init__": {"tf": 1}, "causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}, "causy.utils.get_correlation": {"tf": 1}, "causy.utils.pearson_correlation": {"tf": 1}}, "df": 5}, "y": {"docs": {"causy.interfaces.TestResult.__init__": {"tf": 1}, "causy.utils.get_correlation": {"tf": 1}, "causy.utils.pearson_correlation": {"tf": 1}}, "df": 3}, "w": {"docs": {"causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1}}, "df": 2}, "z": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 2}}}, "bases": {"root": {"docs": {}, "df": 0, "j": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}}}}}}}}}}, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}}}}, "u": {"docs": {}, "df": 0, "m": {"docs": {"causy.interfaces.TestResultAction": {"tf": 1}}, "df": 1}}}, "x": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}}}}}, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraphError": {"tf": 1}}, "df": 1}}}}}}}}}, "c": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "y": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.Node": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 18}}}}}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.Node": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 18}}}}}}}}, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 11}}}}}}}}}}}}}}}}}}}}}}}}}, "g": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}}, "df": 2}}}}}}}}}}}}}}}}}, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.AbstractGraphModel": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}}}}, "n": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.Node": {"tf": 1}}, "df": 1}}}}}}}}}}}}}, "b": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {"causy.graph.UndirectedGraphError": {"tf": 1}}, "df": 1}}}}}}}, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}}}, "a": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "c": {"docs": {"causy.graph.AbstractGraphModel": {"tf": 1.4142135623730951}, "causy.interfaces.BaseGraphInterface": {"tf": 1.4142135623730951}, "causy.interfaces.GraphModelInterface": {"tf": 1.4142135623730951}, "causy.interfaces.GeneratorInterface": {"tf": 1.4142135623730951}, "causy.interfaces.IndependenceTestInterface": {"tf": 1.4142135623730951}, "causy.interfaces.LogicStepInterface": {"tf": 1.4142135623730951}, "causy.interfaces.ExitConditionInterface": {"tf": 1.4142135623730951}}, "df": 7}}}, "l": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.Loop": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}}}, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "m": {"docs": {"causy.interfaces.TestResultAction": {"tf": 1}}, "df": 1}}}}}}}}}, "doc": {"root": {"3": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 3}, "docs": {"causy": {"tf": 1.7320508075688772}, "causy.algorithms": {"tf": 1.7320508075688772}, "causy.algorithms.PC": {"tf": 1.7320508075688772}, "causy.algorithms.ParallelPC": {"tf": 1.7320508075688772}, "causy.cli": {"tf": 1.7320508075688772}, "causy.cli.app": {"tf": 1.7320508075688772}, "causy.cli.load_json": {"tf": 1.7320508075688772}, "causy.cli.load_algorithm": {"tf": 1.7320508075688772}, "causy.cli.create_pipeline": {"tf": 1.7320508075688772}, "causy.cli.MyJSONEncoder": {"tf": 8.426149773176359}, "causy.cli.MyJSONEncoder.default": {"tf": 4}, "causy.cli.eject": {"tf": 1.7320508075688772}, "causy.cli.execute": {"tf": 1.7320508075688772}, "causy.cli.visualize": {"tf": 1.7320508075688772}, "causy.exit_conditions": {"tf": 1.7320508075688772}, "causy.exit_conditions.ExitOnNoActions": {"tf": 1.7320508075688772}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 5.830951894845301}, "causy.generators": {"tf": 1.7320508075688772}, "causy.generators.logger": {"tf": 1.7320508075688772}, "causy.generators.AllCombinationsGenerator": {"tf": 1.7320508075688772}, "causy.generators.AllCombinationsGenerator.generate": {"tf": 1.7320508075688772}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1.7320508075688772}, "causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1.7320508075688772}, "causy.generators.PairsWithNeighboursGenerator.shuffle_combinations": {"tf": 1.7320508075688772}, "causy.generators.PairsWithNeighboursGenerator.chunked": {"tf": 1.7320508075688772}, "causy.generators.PairsWithNeighboursGenerator.to_dict": {"tf": 1.7320508075688772}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1.7320508075688772}, "causy.graph": {"tf": 1.7320508075688772}, "causy.graph.logger": {"tf": 1.7320508075688772}, "causy.graph.Node": {"tf": 1.7320508075688772}, "causy.graph.Node.__init__": {"tf": 1.7320508075688772}, "causy.graph.Node.name": {"tf": 1.7320508075688772}, "causy.graph.Node.id": {"tf": 1.7320508075688772}, "causy.graph.Node.values": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraphError": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.nodes": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.edges": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.edge_history": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.action_history": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.add_edge": {"tf": 4.242640687119285}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 5}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 4.242640687119285}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 4.242640687119285}, "causy.graph.UndirectedGraph.update_edge": {"tf": 4.242640687119285}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 4.242640687119285}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 5.0990195135927845}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 5.0990195135927845}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 5}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 5}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 5}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.add_node": {"tf": 4.898979485566356}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 4.898979485566356}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 4.898979485566356}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 5}, "causy.graph.unpack_run": {"tf": 1.7320508075688772}, "causy.graph.AbstractGraphModel": {"tf": 1.7320508075688772}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1.7320508075688772}, "causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1.7320508075688772}, "causy.graph.AbstractGraphModel.graph": {"tf": 1.7320508075688772}, "causy.graph.AbstractGraphModel.pool": {"tf": 1.7320508075688772}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 3.7416573867739413}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 2}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 3.1622776601683795}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 4.242640687119285}, "causy.graph.graph_model_factory": {"tf": 4.47213595499958}, "causy.graph.Loop": {"tf": 1.7320508075688772}, "causy.graph.Loop.__init__": {"tf": 1.7320508075688772}, "causy.graph.Loop.execute": {"tf": 1.7320508075688772}, "causy.graph.Loop.pipeline_steps": {"tf": 1.7320508075688772}, "causy.graph.Loop.exit_condition": {"tf": 1.7320508075688772}, "causy.graph.Loop.serialize": {"tf": 1.7320508075688772}, "causy.independence_tests": {"tf": 1.7320508075688772}, "causy.independence_tests.logger": {"tf": 1.7320508075688772}, "causy.independence_tests.CalculateCorrelations": {"tf": 1.7320508075688772}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1.7320508075688772}, "causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1.7320508075688772}, "causy.independence_tests.CalculateCorrelations.PARALLEL": {"tf": 1.7320508075688772}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 4.58257569495584}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1.7320508075688772}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1.7320508075688772}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1.7320508075688772}, "causy.independence_tests.CorrelationCoefficientTest.PARALLEL": {"tf": 1.7320508075688772}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 4.58257569495584}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1.7320508075688772}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1.7320508075688772}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1.7320508075688772}, "causy.independence_tests.PartialCorrelationTest.PARALLEL": {"tf": 1.7320508075688772}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 4.898979485566356}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1.7320508075688772}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1.7320508075688772}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1.7320508075688772}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.PARALLEL": {"tf": 1.7320508075688772}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 4.898979485566356}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1.7320508075688772}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1.7320508075688772}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1.7320508075688772}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.PARALLEL": {"tf": 1.7320508075688772}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 4.795831523312719}, "causy.independence_tests.PlaceholderTest": {"tf": 1.7320508075688772}, "causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1.7320508075688772}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1.7320508075688772}, "causy.independence_tests.PlaceholderTest.PARALLEL": {"tf": 1.7320508075688772}, "causy.independence_tests.PlaceholderTest.test": {"tf": 4.47213595499958}, "causy.interfaces": {"tf": 1.7320508075688772}, "causy.interfaces.logger": {"tf": 1.7320508075688772}, "causy.interfaces.DEFAULT_THRESHOLD": {"tf": 1.7320508075688772}, "causy.interfaces.AS_MANY_AS_FIELDS": {"tf": 1.7320508075688772}, "causy.interfaces.ComparisonSettings": {"tf": 1.7320508075688772}, "causy.interfaces.ComparisonSettings.__init__": {"tf": 1.7320508075688772}, "causy.interfaces.ComparisonSettings.min": {"tf": 1.7320508075688772}, "causy.interfaces.ComparisonSettings.max": {"tf": 1.7320508075688772}, "causy.interfaces.ComparisonSettings.serialize": {"tf": 1.7320508075688772}, "causy.interfaces.NodeInterface": {"tf": 1.7320508075688772}, "causy.interfaces.NodeInterface.name": {"tf": 1.7320508075688772}, "causy.interfaces.NodeInterface.id": {"tf": 1.7320508075688772}, "causy.interfaces.NodeInterface.values": {"tf": 1.7320508075688772}, "causy.interfaces.NodeInterface.to_dict": {"tf": 1.7320508075688772}, "causy.interfaces.TestResultAction": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1.7320508075688772}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1.7320508075688772}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1.7320508075688772}, "causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1.7320508075688772}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1.7320508075688772}, "causy.interfaces.TestResult": {"tf": 1.7320508075688772}, "causy.interfaces.TestResult.__init__": {"tf": 1.7320508075688772}, "causy.interfaces.TestResult.x": {"tf": 1.7320508075688772}, "causy.interfaces.TestResult.y": {"tf": 1.7320508075688772}, "causy.interfaces.TestResult.action": {"tf": 1.7320508075688772}, "causy.interfaces.TestResult.data": {"tf": 1.7320508075688772}, "causy.interfaces.TestResult.to_dict": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.nodes": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.edges": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 1.7320508075688772}, "causy.interfaces.GraphModelInterface": {"tf": 1.7320508075688772}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1.7320508075688772}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1.7320508075688772}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 1.7320508075688772}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1.7320508075688772}, "causy.interfaces.GeneratorInterface": {"tf": 1.7320508075688772}, "causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1.7320508075688772}, "causy.interfaces.GeneratorInterface.chunked": {"tf": 1.7320508075688772}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1.7320508075688772}, "causy.interfaces.GeneratorInterface.serialize": {"tf": 1.7320508075688772}, "causy.interfaces.IndependenceTestInterface": {"tf": 1.7320508075688772}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1.7320508075688772}, "causy.interfaces.IndependenceTestInterface.GENERATOR": {"tf": 1.7320508075688772}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1.7320508075688772}, "causy.interfaces.IndependenceTestInterface.PARALLEL": {"tf": 1.7320508075688772}, "causy.interfaces.IndependenceTestInterface.threshold": {"tf": 1.7320508075688772}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 4.898979485566356}, "causy.interfaces.IndependenceTestInterface.serialize": {"tf": 1.7320508075688772}, "causy.interfaces.LogicStepInterface": {"tf": 1.7320508075688772}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1.7320508075688772}, "causy.interfaces.LogicStepInterface.serialize": {"tf": 1.7320508075688772}, "causy.interfaces.ExitConditionInterface": {"tf": 1.7320508075688772}, "causy.interfaces.ExitConditionInterface.check": {"tf": 5.916079783099616}, "causy.interfaces.ExitConditionInterface.serialize": {"tf": 1.7320508075688772}, "causy.orientation_tests": {"tf": 1.7320508075688772}, "causy.orientation_tests.ColliderTest": {"tf": 1.7320508075688772}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1.7320508075688772}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1.7320508075688772}, "causy.orientation_tests.ColliderTest.PARALLEL": {"tf": 1.7320508075688772}, "causy.orientation_tests.ColliderTest.test": {"tf": 4.242640687119285}, "causy.orientation_tests.NonColliderTest": {"tf": 1.7320508075688772}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1.7320508075688772}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1.7320508075688772}, "causy.orientation_tests.NonColliderTest.PARALLEL": {"tf": 1.7320508075688772}, "causy.orientation_tests.NonColliderTest.test": {"tf": 4.123105625617661}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientTripleTest.PARALLEL": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 4.123105625617661}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1.7320508075688772}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1.7320508075688772}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1.7320508075688772}, "causy.orientation_tests.OrientQuadrupleTest.PARALLEL": {"tf": 1.7320508075688772}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 4.123105625617661}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientQuadrupleTest.PARALLEL": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 4.123105625617661}, "causy.utils": {"tf": 1.7320508075688772}, "causy.utils.logger": {"tf": 1.7320508075688772}, "causy.utils.sum_lists": {"tf": 4.358898943540674}, "causy.utils.backward_substituion": {"tf": 5.291502622129181}, "causy.utils.get_regression_coefficients": {"tf": 5.0990195135927845}, "causy.utils.get_residuals": {"tf": 6}, "causy.utils.get_correlation": {"tf": 1.7320508075688772}, "causy.utils.get_t_and_critical_t": {"tf": 1.7320508075688772}, "causy.utils.serialize_module_name": {"tf": 1.7320508075688772}, "causy.utils.load_pipeline_artefact_by_definition": {"tf": 1.7320508075688772}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1.7320508075688772}, "causy.utils.retrieve_edges": {"tf": 1.7320508075688772}, "causy.utils.pearson_correlation": {"tf": 1.7320508075688772}}, "df": 210, "e": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}}, "df": 1, "x": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}}}}, "d": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}}, "df": 1}}}}}}, "a": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1}}}}}, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {"causy.graph.UndirectedGraphError": {"tf": 1}}, "df": 1}}}}}}}}, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}}, "df": 2, "d": {"docs": {"causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 5}}, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}}, "df": 1}}}}}}}, "i": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.UndirectedGraphError": {"tf": 1}}, "df": 1}, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "s": {"docs": {"causy.graph.UndirectedGraph.edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1.4142135623730951}}, "df": 7}}}}}, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}}}}, "u": {"docs": {}, "df": 0, "m": {"docs": {"causy.interfaces.TestResultAction": {"tf": 1}}, "df": 1}}}, "l": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1}}}, "d": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 2.23606797749979}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 2.23606797749979}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}}, "df": 13, "s": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 4}}}}, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "h": {"docs": {"causy.independence_tests.CalculateCorrelations.test": {"tf": 1}}, "df": 1}}}}, "j": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.4142135623730951}}, "df": 1, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1}}}}}}}}}}, "u": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 3}}}}, "h": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, ":": {"docs": {}, "df": 0, "/": {"docs": {}, "df": 0, "/": {"docs": {}, "df": 0, "j": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}}}, "e": {"docs": {}, "df": 0, "n": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 1}}}}}}}}}, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 23}}}}}, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "y": {"docs": {"causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}}, "df": 1}}}}}}, "o": {"docs": {}, "df": 0, "w": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}}}}}, "a": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 3}}}}, "o": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 2}}, "df": 2, "r": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1, "g": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1, "/": {"docs": {}, "df": 0, "w": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "k": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "/": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.NonColliderTest.test": {"tf": 1}}, "df": 1, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}}, "df": 3}}, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 6}}}}}}}}}}, "b": {"docs": {}, "df": 0, "j": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.4142135623730951}, "causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 2, "s": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.4142135623730951}}, "df": 1}}}}}}, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1, "w": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 11}}}}}}}}, "n": {"docs": {"causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}, "causy.utils.get_regression_coefficients": {"tf": 1}}, "df": 10, "l": {"docs": {}, "df": 0, "y": {"docs": {"causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}}, "df": 1}}, "e": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 1}}, "f": {"docs": {"causy.graph.UndirectedGraph.add_node": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1.4142135623730951}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 2}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1.4142135623730951}, "causy.utils.sum_lists": {"tf": 1.4142135623730951}, "causy.utils.get_regression_coefficients": {"tf": 2.449489742783178}, "causy.utils.get_residuals": {"tf": 2.8284271247461903}}, "df": 17}, "u": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 2}}}}, "p": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {"causy.utils.get_residuals": {"tf": 1}}, "df": 1}}}}}}}}, "f": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.4142135623730951}, "causy.cli.MyJSONEncoder.default": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraphError": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}}, "df": 8}, "l": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "w": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}}}}}}}, "l": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}}}, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.4142135623730951}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 11}}}, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 1}}}}}, "i": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1.4142135623730951}}, "df": 1}}}, "l": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}}, "df": 1}}}}}, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "m": {"docs": {"causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1.7320508075688772}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}, "causy.utils.backward_substituion": {"tf": 1}, "causy.utils.get_regression_coefficients": {"tf": 1}}, "df": 9}}}, "u": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}}, "df": 3, "s": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}}}}}}, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 4}}}}}, "l": {"docs": {}, "df": 0, "l": {"docs": {"causy.utils.get_residuals": {"tf": 1}}, "df": 1}}}, "c": {"docs": {}, "df": 0, "i": {"docs": {"causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 1}}, "n": {"docs": {"causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}}, "df": 1}}, "p": {"docs": {}, "df": 0, "y": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.4142135623730951}}, "df": 1}}}}}, "o": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}}, "df": 2}}}}}}}, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1}}, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "m": {"docs": {"causy.graph.UndirectedGraph.add_node": {"tf": 1}}, "df": 1, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}, "causy.utils.sum_lists": {"tf": 1}, "causy.utils.backward_substituion": {"tf": 1}, "causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 36}}}}}}}, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 3}}}}}, "t": {"docs": {}, "df": 0, "h": {"docs": {"causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 2}}, "df": 2, "s": {"docs": {"causy.graph.UndirectedGraph.directed_paths": {"tf": 1.4142135623730951}}, "df": 1}}}, "i": {"docs": {}, "df": 0, "r": {"docs": {"causy.independence_tests.CalculateCorrelations.test": {"tf": 1}}, "df": 1}}}, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 23}}}}}}, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 1}}}}}}}}, "c": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}}, "df": 1}, "i": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1.4142135623730951}}, "df": 2}}}}}}}, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.independence_tests.PlaceholderTest.test": {"tf": 1}}, "df": 1}}}}}}}}}}, "u": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.independence_tests.PlaceholderTest.test": {"tf": 1}}, "df": 1}}}}}}}}, "d": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "a": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1.4142135623730951}}, "df": 2}}}, "e": {"docs": {}, "df": 0, "f": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1, "a": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.4142135623730951}, "causy.cli.MyJSONEncoder.default": {"tf": 2}}, "df": 2}}}}}, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}}, "df": 1}}}}, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1}}}}}}}}}}}}, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}}, "df": 1}}}}}}}}}}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}}, "df": 6}}, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}}, "df": 1}}}}}}}, "f": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}}, "df": 2}}}}}}}, "m": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1, "a": {"docs": {}, "df": 0, "l": {"docs": {"causy.utils.backward_substituion": {"tf": 1.7320508075688772}}, "df": 1}}}}}}}}}}, "o": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}}, "df": 1, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}}, "df": 1}}}, "u": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}}, "df": 1}}}}}}, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1, "u": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.4142135623730951}}, "df": 3}}}}}}}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1, "s": {"docs": {"causy.interfaces.TestResultAction": {"tf": 1}}, "df": 1}}}}}, "a": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "d": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 23}}}}}}, "e": {"docs": {}, "df": 0, "p": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}}, "df": 2, "s": {"docs": {"causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1.4142135623730951}, "causy.graph.graph_model_factory": {"tf": 1.4142135623730951}}, "df": 2}}}, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.CalculateCorrelations.test": {"tf": 1}}, "df": 1}}}}, "u": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1, "s": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 2}}}}}, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}}}}}}}, "b": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 2}}}}}}, "c": {"docs": {}, "df": 0, "h": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1}}, "m": {"docs": {"causy.utils.sum_lists": {"tf": 1}}, "df": 1}}, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "z": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 2}}}}}}}}}}, "l": {"docs": {}, "df": 0, "f": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1.4142135623730951}}, "df": 1}}, "t": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}}, "df": 3}, "p": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}}, "df": 1}}}}}}}}}, "h": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "d": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}}, "df": 4}}}}, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {"causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 1}}}}, "o": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 3}, "c": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}}}}, "l": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "w": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 2}}}}}, "k": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 1}}}}}}}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.orientation_tests.NonColliderTest.test": {"tf": 1}}, "df": 1}}}}}, "y": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "y": {"docs": {"causy.utils.backward_substituion": {"tf": 1.4142135623730951}, "causy.utils.get_regression_coefficients": {"tf": 1}}, "df": 2}}}}, "a": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1.4142135623730951}, "causy.utils.get_residuals": {"tf": 2}}, "df": 2}}}}}}}, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.4142135623730951}, "causy.cli.MyJSONEncoder.default": {"tf": 1.7320508075688772}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 3}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 2}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1.4142135623730951}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1.7320508075688772}, "causy.graph.graph_model_factory": {"tf": 1.4142135623730951}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1.7320508075688772}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 2.23606797749979}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1.7320508075688772}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.ColliderTest.test": {"tf": 2.23606797749979}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 25, "r": {"docs": {}, "df": 0, "e": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}}, "df": 1}}, "y": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}}, "df": 3}, "s": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 1}}}, "i": {"docs": {}, "df": 0, "s": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 8}, "n": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "s": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}}}, "a": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 31}, "n": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 3}}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1.4142135623730951}}, "df": 1}}}}}}}}, "y": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1.7320508075688772}}, "df": 2}}}}}}}}, "u": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}}}, "r": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.4142135623730951}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 11}}, "y": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1}, "i": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 1}}}}, "a": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1}}}}}}}}}, "o": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.7320508075688772}, "causy.cli.MyJSONEncoder.default": {"tf": 1.4142135623730951}, "causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1.4142135623730951}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1.7320508075688772}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1.4142135623730951}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.7320508075688772}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1.4142135623730951}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 41, "d": {"docs": {}, "df": 0, "o": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 3}}}, "a": {"docs": {}, "df": 0, "k": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 5, "n": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1.7320508075688772}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 3}}}}, "w": {"docs": {}, "df": 0, "o": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}}, "df": 2}}, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1.4142135623730951}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 2.449489742783178}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 2}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1.7320508075688772}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}}, "df": 7, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "t": {"docs": {"causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 5}}}}}}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}}, "df": 2}}}, "s": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 1}}}}, "i": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}}, "df": 1}}}}, "a": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.4142135623730951}, "causy.cli.MyJSONEncoder.default": {"tf": 1.7320508075688772}, "causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 2.449489742783178}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1.4142135623730951}, "causy.graph.graph_model_factory": {"tf": 1.4142135623730951}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 40, "n": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 2.23606797749979}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1.7320508075688772}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 34, "d": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.4142135623730951}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 2}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.interfaces.TestResultAction": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.7320508075688772}}, "df": 14}, "o": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 2}}}}}, "y": {"docs": {"causy.graph.UndirectedGraph.edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}}, "df": 2}}, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "y": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}}, "b": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "y": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1}}}}}}}, "e": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.7320508075688772}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.interfaces.TestResultAction": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.4142135623730951}}, "df": 12}}, "b": {"docs": {}, "df": 0, "c": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 23}}, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 6, "s": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1.7320508075688772}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 7}}}}}}, "l": {"docs": {}, "df": 0, "l": {"docs": {"causy.graph.UndirectedGraphError": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.4142135623730951}}, "df": 9}, "g": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "m": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2, "s": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}}}}}}}, "s": {"docs": {}, "df": 0, "o": {"docs": {"causy.interfaces.TestResultAction": {"tf": 1}}, "df": 1}}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "y": {"docs": {"causy.orientation_tests.NonColliderTest.test": {"tf": 1}}, "df": 1}}}}}, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {"causy.orientation_tests.NonColliderTest.test": {"tf": 1}}, "df": 1}}}}}}}}}}, "d": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 3}, "j": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}}, "df": 1}}}}}}}, "s": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}}, "df": 2}, "p": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.graph_model_factory": {"tf": 1}}, "df": 1}}}}}}}, "b": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}, "causy.utils.backward_substituion": {"tf": 1.4142135623730951}}, "df": 2, "y": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 3}, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraphError": {"tf": 1}}, "df": 2, "d": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 3}}}}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "k": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1.7320508075688772}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 2}}}}, "e": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.interfaces.TestResultAction": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 9, "t": {"docs": {}, "df": 0, "w": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 7}}}}}, "e": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 1}}, "c": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 3}}}}}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.orientation_tests.NonColliderTest.test": {"tf": 1}}, "df": 1}}}}, "u": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 2}}, "i": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 2}}, "df": 1}}}}}}}}}}, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1.4142135623730951}, "causy.utils.sum_lists": {"tf": 1}, "causy.utils.get_regression_coefficients": {"tf": 2}, "causy.utils.get_residuals": {"tf": 2.449489742783178}}, "df": 15, "s": {"docs": {"causy.utils.sum_lists": {"tf": 1.7320508075688772}, "causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 3}}}, "k": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 2}}, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}}, "df": 1}}}}}, "e": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1}, "n": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1.7320508075688772}, "causy.utils.get_residuals": {"tf": 2.23606797749979}}, "df": 2}}}}}, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1.4142135623730951}}, "df": 1}}, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}}}, "o": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "p": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1.4142135623730951}}, "df": 1}, "k": {"docs": {}, "df": 0, "s": {"docs": {"causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 1}}}}, "t": {"docs": {"causy.graph.UndirectedGraph.edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 3}}, "i": {"docs": {}, "df": 0, "n": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.7320508075688772}, "causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 11, "t": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.utils.backward_substituion": {"tf": 1}}, "df": 2}, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 23}}}}}}}}}, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1.4142135623730951}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 2}}}}}}, "d": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1.7320508075688772}}, "df": 1}}}}}, "e": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {"causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1.4142135623730951}}, "df": 5}}}}}}}}}, "v": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 1}}}, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 1}}}}}}}, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 2}}}}, "m": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1.4142135623730951}}, "df": 2, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 2}}}}}, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}}, "df": 2}}}}}}}}}}, "f": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 2}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1.4142135623730951}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1.4142135623730951}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.7320508075688772}}, "df": 16}, "t": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 7, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1}}}, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 2.449489742783178}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1.4142135623730951}}, "df": 2}}}}, "b": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1.4142135623730951}}, "df": 1}}}}}}}, "s": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}}, "df": 9}, "d": {"docs": {"causy.graph.UndirectedGraph.add_node": {"tf": 1.4142135623730951}}, "df": 1, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 1}}}}}}}}}}, "n": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.utils.backward_substituion": {"tf": 1.7320508075688772}}, "df": 2, "u": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 3, "s": {"docs": {"causy.utils.sum_lists": {"tf": 1}}, "df": 1}}}}}, "l": {"docs": {}, "df": 0, "l": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}}, "o": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}}, "df": 2, "n": {"docs": {"causy.graph.UndirectedGraphError": {"tf": 1}}, "df": 1, "e": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}, "t": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}}, "df": 5, "e": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}, "d": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.add_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.add_node": {"tf": 2.23606797749979}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1.4142135623730951}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 16, "s": {"docs": {"causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1.7320508075688772}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 2.449489742783178}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 2.23606797749979}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 2.23606797749979}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1.4142135623730951}}, "df": 13}}}, "w": {"docs": {"causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}}, "df": 3}}, "e": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 2}}}, "a": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}}, "e": {"docs": {"causy.graph.UndirectedGraph.add_node": {"tf": 1.4142135623730951}}, "df": 1}}}, "x": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1}}}, "r": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "z": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}}}}}}, "t": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "n": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}}, "df": 2, "s": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}, "causy.utils.sum_lists": {"tf": 1}, "causy.utils.backward_substituion": {"tf": 1}, "causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 40}}}}, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}}, "df": 1}}}}}}, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}}, "df": 3}}}}, "s": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.CalculateCorrelations.test": {"tf": 1}}, "df": 1}}}}}}}, "i": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {"causy.utils.get_residuals": {"tf": 1}}, "df": 1, "s": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}}, "df": 1}}}}}}}, "d": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 1}}, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 1}}}}}}}, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.utils.backward_substituion": {"tf": 1}, "causy.utils.get_regression_coefficients": {"tf": 1}}, "df": 3}}, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}}, "df": 1}}}}}}}}, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}}, "df": 1}}}}}}}}}, "a": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1.4142135623730951}}, "df": 2}}}, "n": {"docs": {}, "df": 0, "k": {"docs": {"causy.utils.get_residuals": {"tf": 1}}, "df": 1}}}, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 4, "s": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}}, "n": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}}, "df": 1}}}, "m": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.4142135623730951}, "causy.cli.MyJSONEncoder.default": {"tf": 1.4142135623730951}}, "df": 2}}}}, "a": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {"causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}}, "df": 1}}}}}}}, "m": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {"causy.interfaces.TestResultAction": {"tf": 1}}, "df": 1}}}}}}, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1.4142135623730951}, "causy.graph.graph_model_factory": {"tf": 1.4142135623730951}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 3}}}, "r": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 2}}}, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "x": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1.7320508075688772}, "causy.utils.backward_substituion": {"tf": 2}, "causy.utils.get_regression_coefficients": {"tf": 1}}, "df": 3}}}}}, "u": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.interfaces.TestResultAction": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 3}}}}, "w": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 6}}, "l": {"docs": {}, "df": 0, "l": {"docs": {"causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 6}}, "k": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 1}}}}}}}}, "a": {"docs": {}, "df": 0, "y": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 23}, "n": {"docs": {}, "df": 0, "t": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 2}}}, "e": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 2}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}}, "df": 6}, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.interfaces.TestResultAction": {"tf": 1}}, "df": 3}}}, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "h": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}}, "df": 4}}}}}, "c": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}}, "df": 1, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "l": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 2, "s": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1}}, "c": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.CalculateCorrelations.test": {"tf": 1}}, "df": 1}}}}}}}, "s": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}}, "df": 1, "s": {"docs": {"causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}}, "df": 2}}}, "u": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 1}}, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.get_residuals": {"tf": 1}}, "df": 1}}}}}, "n": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 1}}, "o": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "d": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}}, "df": 2}}}, "m": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraphError": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}}, "b": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.7320508075688772}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 3}}}}}}}}}}, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}}}}}}, "l": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.orientation_tests.NonColliderTest.test": {"tf": 1}}, "df": 1, "s": {"docs": {"causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}}, "df": 2}}}}}}}, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 4, "#": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}, "v": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 1}}}}}}}}, "e": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1, "s": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}}, "df": 1}}}}}}}}}}}, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraphError": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 25}}}}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 26}}}}}, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "k": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 10}}}}, "u": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 5, "l": {"docs": {}, "df": 0, "y": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}}}}}}}}, "y": {"docs": {"causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.ColliderTest.test": {"tf": 2.449489742783178}, "causy.utils.get_residuals": {"tf": 1}}, "df": 7, "o": {"docs": {}, "df": 0, "u": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 3}}, "e": {"docs": {}, "df": 0, "t": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}}, "df": 1}}}, "u": {"docs": {"causy.graph.UndirectedGraph.add_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 2.449489742783178}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 2.23606797749979}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 2.23606797749979}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 2.23606797749979}}, "df": 14, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 25}}}, "e": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 3, "d": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}}, "p": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}}, "df": 2}}}}, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1}}}}, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 2}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 3}}}}}}}}, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 1}}}}}}}}}}}}, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 2}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1.7320508075688772}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1.4142135623730951}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1.7320508075688772}}, "df": 18}}}}, "i": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 2}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 4}}}}}, "v": {"docs": {"causy.graph.UndirectedGraph.add_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 2.449489742783178}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 2.23606797749979}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 2.23606797749979}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 2.23606797749979}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.4142135623730951}}, "df": 16, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.graph.UndirectedGraph.add_node": {"tf": 1.4142135623730951}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1.4142135623730951}}, "df": 2}}}}, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1.4142135623730951}}, "df": 2, "s": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 2}}}}}}}}, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.utils.backward_substituion": {"tf": 1.4142135623730951}}, "df": 1}}}}}}, "x": {"docs": {"causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.ColliderTest.test": {"tf": 2.449489742783178}, "causy.utils.get_regression_coefficients": {"tf": 1.4142135623730951}, "causy.utils.get_residuals": {"tf": 1}}, "df": 8}, "z": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 3}, "causy.utils.get_regression_coefficients": {"tf": 1.7320508075688772}, "causy.utils.get_residuals": {"tf": 1.7320508075688772}}, "df": 6}, "k": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "w": {"docs": {"causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 1}}}}, "q": {"docs": {}, "df": 0, "r": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1}, "^": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "x": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1}}}}}}}, "pipeline": ["trimmer"], "_isPrebuiltIndex": true}; + /** pdoc search index */const docs = {"version": "0.9.5", "fields": ["qualname", "fullname", "annotation", "default_value", "signature", "bases", "doc"], "ref": "fullname", "documentStore": {"docs": {"causy": {"fullname": "causy", "modulename": "causy", "kind": "module", "doc": "

\n"}, "causy.algorithms": {"fullname": "causy.algorithms", "modulename": "causy.algorithms", "kind": "module", "doc": "

\n"}, "causy.algorithms.PC": {"fullname": "causy.algorithms.PC", "modulename": "causy.algorithms", "qualname": "PC", "kind": "variable", "doc": "

\n", "default_value": "<class 'causy.graph.graph_model_factory.<locals>.GraphModel'>"}, "causy.algorithms.ParallelPC": {"fullname": "causy.algorithms.ParallelPC", "modulename": "causy.algorithms", "qualname": "ParallelPC", "kind": "variable", "doc": "

\n", "default_value": "<class 'causy.graph.graph_model_factory.<locals>.GraphModel'>"}, "causy.cli": {"fullname": "causy.cli", "modulename": "causy.cli", "kind": "module", "doc": "

\n"}, "causy.cli.app": {"fullname": "causy.cli.app", "modulename": "causy.cli", "qualname": "app", "kind": "variable", "doc": "

\n", "default_value": "<typer.main.Typer object>"}, "causy.cli.load_json": {"fullname": "causy.cli.load_json", "modulename": "causy.cli", "qualname": "load_json", "kind": "function", "doc": "

\n", "signature": "(pipeline_file: str):", "funcdef": "def"}, "causy.cli.load_algorithm": {"fullname": "causy.cli.load_algorithm", "modulename": "causy.cli", "qualname": "load_algorithm", "kind": "function", "doc": "

\n", "signature": "(algorithm: str):", "funcdef": "def"}, "causy.cli.create_pipeline": {"fullname": "causy.cli.create_pipeline", "modulename": "causy.cli", "qualname": "create_pipeline", "kind": "function", "doc": "

\n", "signature": "(pipeline_config: dict):", "funcdef": "def"}, "causy.cli.MyJSONEncoder": {"fullname": "causy.cli.MyJSONEncoder", "modulename": "causy.cli", "qualname": "MyJSONEncoder", "kind": "class", "doc": "

Extensible JSON https://json.org encoder for Python data structures.

\n\n

Supports the following objects and types by default:

\n\n

+-------------------+---------------+\n| Python | JSON |\n+===================+===============+\n| dict | object |\n+-------------------+---------------+\n| list, tuple | array |\n+-------------------+---------------+\n| str | string |\n+-------------------+---------------+\n| int, float | number |\n+-------------------+---------------+\n| True | true |\n+-------------------+---------------+\n| False | false |\n+-------------------+---------------+\n| None | null |\n+-------------------+---------------+

\n\n

To extend this to recognize other objects, subclass and implement a\n.default() method with another method that returns a serializable\nobject for o if possible, otherwise it should call the superclass\nimplementation (to raise TypeError).

\n", "bases": "json.encoder.JSONEncoder"}, "causy.cli.MyJSONEncoder.default": {"fullname": "causy.cli.MyJSONEncoder.default", "modulename": "causy.cli", "qualname": "MyJSONEncoder.default", "kind": "function", "doc": "

Implement this method in a subclass such that it returns\na serializable object for o, or calls the base implementation\n(to raise a TypeError).

\n\n

For example, to support arbitrary iterators, you could\nimplement default like this::

\n\n
def default(self, o):\n    try:\n        iterable = iter(o)\n    except TypeError:\n        pass\n    else:\n        return list(iterable)\n    # Let the base class default method raise the TypeError\n    return JSONEncoder.default(self, o)\n
\n", "signature": "(self, obj):", "funcdef": "def"}, "causy.cli.eject": {"fullname": "causy.cli.eject", "modulename": "causy.cli", "qualname": "eject", "kind": "function", "doc": "

\n", "signature": "(algorithm: str, output_file: str):", "funcdef": "def"}, "causy.cli.execute": {"fullname": "causy.cli.execute", "modulename": "causy.cli", "qualname": "execute", "kind": "function", "doc": "

\n", "signature": "(\tdata_file: str,\tpipeline: str = None,\talgorithm: str = None,\toutput_file: str = None,\trender_save_file: str = None,\tlog_level: str = 'ERROR'):", "funcdef": "def"}, "causy.cli.visualize": {"fullname": "causy.cli.visualize", "modulename": "causy.cli", "qualname": "visualize", "kind": "function", "doc": "

\n", "signature": "(output: str):", "funcdef": "def"}, "causy.exit_conditions": {"fullname": "causy.exit_conditions", "modulename": "causy.exit_conditions", "kind": "module", "doc": "

\n"}, "causy.exit_conditions.ExitOnNoActions": {"fullname": "causy.exit_conditions.ExitOnNoActions", "modulename": "causy.exit_conditions", "qualname": "ExitOnNoActions", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.ExitConditionInterface"}, "causy.exit_conditions.ExitOnNoActions.check": {"fullname": "causy.exit_conditions.ExitOnNoActions.check", "modulename": "causy.exit_conditions", "qualname": "ExitOnNoActions.check", "kind": "function", "doc": "

Check if there are no actions taken in the last iteration and if so, break the loop\nIf it is the first iteration, do not break the loop (we need to execute the first step)

\n\n
Parameters
\n\n
    \n
  • graph: the graph
    • \n
  • graph_model_instance_: the graph model instance
    • \n
  • actions_taken: the actions taken in the last iteration
    • \n
  • iteration: iteration number
    • \n
\n\n
Returns
\n\n
\n

True if you want to break an iteration, False otherwise

\n
\n", "signature": "(self, graph, graph_model_instance_, actions_taken, iteration):", "funcdef": "def"}, "causy.generators": {"fullname": "causy.generators", "modulename": "causy.generators", "kind": "module", "doc": "

\n"}, "causy.generators.logger": {"fullname": "causy.generators.logger", "modulename": "causy.generators", "qualname": "logger", "kind": "variable", "doc": "

\n", "default_value": "<Logger causy.generators (WARNING)>"}, "causy.generators.AllCombinationsGenerator": {"fullname": "causy.generators.AllCombinationsGenerator", "modulename": "causy.generators", "qualname": "AllCombinationsGenerator", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.GeneratorInterface"}, "causy.generators.AllCombinationsGenerator.generate": {"fullname": "causy.generators.AllCombinationsGenerator.generate", "modulename": "causy.generators", "qualname": "AllCombinationsGenerator.generate", "kind": "function", "doc": "

\n", "signature": "(\tself,\tgraph: causy.interfaces.BaseGraphInterface,\tgraph_model_instance_: causy.interfaces.GraphModelInterface):", "funcdef": "def"}, "causy.generators.PairsWithNeighboursGenerator": {"fullname": "causy.generators.PairsWithNeighboursGenerator", "modulename": "causy.generators", "qualname": "PairsWithNeighboursGenerator", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.GeneratorInterface"}, "causy.generators.PairsWithNeighboursGenerator.__init__": {"fullname": "causy.generators.PairsWithNeighboursGenerator.__init__", "modulename": "causy.generators", "qualname": "PairsWithNeighboursGenerator.__init__", "kind": "function", "doc": "

\n", "signature": "(\tcomparison_settings: causy.interfaces.ComparisonSettings,\tchunked: bool = None,\tshuffle_combinations: bool = None)"}, "causy.generators.PairsWithNeighboursGenerator.shuffle_combinations": {"fullname": "causy.generators.PairsWithNeighboursGenerator.shuffle_combinations", "modulename": "causy.generators", "qualname": "PairsWithNeighboursGenerator.shuffle_combinations", "kind": "variable", "doc": "

\n", "default_value": "True"}, "causy.generators.PairsWithNeighboursGenerator.chunked": {"fullname": "causy.generators.PairsWithNeighboursGenerator.chunked", "modulename": "causy.generators", "qualname": "PairsWithNeighboursGenerator.chunked", "kind": "variable", "doc": "

\n", "default_value": "True"}, "causy.generators.PairsWithNeighboursGenerator.to_dict": {"fullname": "causy.generators.PairsWithNeighboursGenerator.to_dict", "modulename": "causy.generators", "qualname": "PairsWithNeighboursGenerator.to_dict", "kind": "function", "doc": "

\n", "signature": "(self):", "funcdef": "def"}, "causy.generators.PairsWithNeighboursGenerator.generate": {"fullname": "causy.generators.PairsWithNeighboursGenerator.generate", "modulename": "causy.generators", "qualname": "PairsWithNeighboursGenerator.generate", "kind": "function", "doc": "

\n", "signature": "(\tself,\tgraph: causy.interfaces.BaseGraphInterface,\tgraph_model_instance_: causy.interfaces.GraphModelInterface):", "funcdef": "def"}, "causy.graph": {"fullname": "causy.graph", "modulename": "causy.graph", "kind": "module", "doc": "

\n"}, "causy.graph.logger": {"fullname": "causy.graph.logger", "modulename": "causy.graph", "qualname": "logger", "kind": "variable", "doc": "

\n", "default_value": "<Logger causy.graph (WARNING)>"}, "causy.graph.Node": {"fullname": "causy.graph.Node", "modulename": "causy.graph", "qualname": "Node", "kind": "class", "doc": "

\n", "bases": "causy.interfaces.NodeInterface"}, "causy.graph.Node.__init__": {"fullname": "causy.graph.Node.__init__", "modulename": "causy.graph", "qualname": "Node.__init__", "kind": "function", "doc": "

\n", "signature": "(name: str, id: str, values: torch.Tensor)"}, "causy.graph.Node.name": {"fullname": "causy.graph.Node.name", "modulename": "causy.graph", "qualname": "Node.name", "kind": "variable", "doc": "

\n", "annotation": ": str"}, "causy.graph.Node.id": {"fullname": "causy.graph.Node.id", "modulename": "causy.graph", "qualname": "Node.id", "kind": "variable", "doc": "

\n", "annotation": ": str"}, "causy.graph.Node.values": {"fullname": "causy.graph.Node.values", "modulename": "causy.graph", "qualname": "Node.values", "kind": "variable", "doc": "

\n", "annotation": ": torch.Tensor"}, "causy.graph.UndirectedGraphError": {"fullname": "causy.graph.UndirectedGraphError", "modulename": "causy.graph", "qualname": "UndirectedGraphError", "kind": "class", "doc": "

Common base class for all non-exit exceptions.

\n", "bases": "builtins.Exception"}, "causy.graph.UndirectedGraph": {"fullname": "causy.graph.UndirectedGraph", "modulename": "causy.graph", "qualname": "UndirectedGraph", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.BaseGraphInterface"}, "causy.graph.UndirectedGraph.nodes": {"fullname": "causy.graph.UndirectedGraph.nodes", "modulename": "causy.graph", "qualname": "UndirectedGraph.nodes", "kind": "variable", "doc": "

\n", "annotation": ": Dict[str, causy.graph.Node]"}, "causy.graph.UndirectedGraph.edges": {"fullname": "causy.graph.UndirectedGraph.edges", "modulename": "causy.graph", "qualname": "UndirectedGraph.edges", "kind": "variable", "doc": "

\n", "annotation": ": Dict[str, Dict[str, Dict]]"}, "causy.graph.UndirectedGraph.edge_history": {"fullname": "causy.graph.UndirectedGraph.edge_history", "modulename": "causy.graph", "qualname": "UndirectedGraph.edge_history", "kind": "variable", "doc": "

\n", "annotation": ": Dict[Tuple[str, str], List[causy.interfaces.TestResult]]"}, "causy.graph.UndirectedGraph.action_history": {"fullname": "causy.graph.UndirectedGraph.action_history", "modulename": "causy.graph", "qualname": "UndirectedGraph.action_history", "kind": "variable", "doc": "

\n", "annotation": ": List[Dict[str, List[causy.interfaces.TestResult]]]"}, "causy.graph.UndirectedGraph.add_edge": {"fullname": "causy.graph.UndirectedGraph.add_edge", "modulename": "causy.graph", "qualname": "UndirectedGraph.add_edge", "kind": "function", "doc": "

Add an edge to the graph

\n\n
Parameters
\n\n
    \n
  • u: u node
    • \n
  • v: v node
    • \n
\n\n
Returns
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node, value: Dict):", "funcdef": "def"}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"fullname": "causy.graph.UndirectedGraph.retrieve_edge_history", "modulename": "causy.graph", "qualname": "UndirectedGraph.retrieve_edge_history", "kind": "function", "doc": "

Retrieve the edge history

\n\n
Parameters
\n\n
    \n
  • u:
    • \n
  • v:
    • \n
  • action:
    • \n
\n\n
Returns
\n", "signature": "(\tself,\tu,\tv,\taction: causy.interfaces.TestResultAction = None) -> List[causy.interfaces.TestResult]:", "funcdef": "def"}, "causy.graph.UndirectedGraph.add_edge_history": {"fullname": "causy.graph.UndirectedGraph.add_edge_history", "modulename": "causy.graph", "qualname": "UndirectedGraph.add_edge_history", "kind": "function", "doc": "

\n", "signature": "(self, u, v, action: causy.interfaces.TestResultAction):", "funcdef": "def"}, "causy.graph.UndirectedGraph.remove_edge": {"fullname": "causy.graph.UndirectedGraph.remove_edge", "modulename": "causy.graph", "qualname": "UndirectedGraph.remove_edge", "kind": "function", "doc": "

Remove an edge from the graph

\n\n
Parameters
\n\n
    \n
  • u: u node
    • \n
  • v: v node
    • \n
\n\n
Returns
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node):", "funcdef": "def"}, "causy.graph.UndirectedGraph.remove_directed_edge": {"fullname": "causy.graph.UndirectedGraph.remove_directed_edge", "modulename": "causy.graph", "qualname": "UndirectedGraph.remove_directed_edge", "kind": "function", "doc": "

Remove an edge from the graph

\n\n
Parameters
\n\n
    \n
  • u: u node
    • \n
  • v: v node
    • \n
\n\n
Returns
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node):", "funcdef": "def"}, "causy.graph.UndirectedGraph.update_edge": {"fullname": "causy.graph.UndirectedGraph.update_edge", "modulename": "causy.graph", "qualname": "UndirectedGraph.update_edge", "kind": "function", "doc": "

Update an edge in the graph

\n\n
Parameters
\n\n
    \n
  • u: u node
    • \n
  • v: v node
    • \n
\n\n
Returns
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node, value: Dict):", "funcdef": "def"}, "causy.graph.UndirectedGraph.update_directed_edge": {"fullname": "causy.graph.UndirectedGraph.update_directed_edge", "modulename": "causy.graph", "qualname": "UndirectedGraph.update_directed_edge", "kind": "function", "doc": "

Update an edge in the graph

\n\n
Parameters
\n\n
    \n
  • u: u node
    • \n
  • v: v node
    • \n
\n\n
Returns
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node, value: Dict):", "funcdef": "def"}, "causy.graph.UndirectedGraph.edge_exists": {"fullname": "causy.graph.UndirectedGraph.edge_exists", "modulename": "causy.graph", "qualname": "UndirectedGraph.edge_exists", "kind": "function", "doc": "

Check if any edge exists between u and v. Cases: u -> v, u <-> v, u <- v

\n\n
Parameters
\n\n
    \n
  • u: node u
    • \n
  • v: node v
    • \n
\n\n
Returns
\n\n
\n

True if any edge exists, False otherwise

\n
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node):", "funcdef": "def"}, "causy.graph.UndirectedGraph.directed_edge_exists": {"fullname": "causy.graph.UndirectedGraph.directed_edge_exists", "modulename": "causy.graph", "qualname": "UndirectedGraph.directed_edge_exists", "kind": "function", "doc": "

Check if a directed edge exists between u and v. Cases: u -> v, u <-> v

\n\n
Parameters
\n\n
    \n
  • u: node u
    • \n
  • v: node v
    • \n
\n\n
Returns
\n\n
\n

True if a directed edge exists, False otherwise

\n
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node):", "funcdef": "def"}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"fullname": "causy.graph.UndirectedGraph.only_directed_edge_exists", "modulename": "causy.graph", "qualname": "UndirectedGraph.only_directed_edge_exists", "kind": "function", "doc": "

Check if a directed edge exists between u and v, but no directed edge exists between v and u. Case: u -> v

\n\n
Parameters
\n\n
    \n
  • u: node u
    • \n
  • v: node v
    • \n
\n\n
Returns
\n\n
\n

True if only directed edge exists, False otherwise

\n
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node):", "funcdef": "def"}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"fullname": "causy.graph.UndirectedGraph.undirected_edge_exists", "modulename": "causy.graph", "qualname": "UndirectedGraph.undirected_edge_exists", "kind": "function", "doc": "

Check if an undirected edge exists between u and v. Note: currently, an undirected edges is implemented just as\na directed edge. However, they are two functions as they mean different things in different algorithms.\nCurrently, this function is used in the PC algorithm, where an undirected edge is an edge which could not be\noriented in any direction by orientation rules.\nLater, a cohersive naming scheme should be implemented.

\n\n
Parameters
\n\n
    \n
  • u: node u
    • \n
  • v: node v
    • \n
\n\n
Returns
\n\n
\n

True if an undirected edge exists, False otherwise

\n
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node):", "funcdef": "def"}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"fullname": "causy.graph.UndirectedGraph.bidirected_edge_exists", "modulename": "causy.graph", "qualname": "UndirectedGraph.bidirected_edge_exists", "kind": "function", "doc": "

Check if a bidirected edge exists between u and v. Note: currently, a bidirected edges is implemented just as\nan undirected edge. However, they are two functions as they mean different things in different algorithms.\nThis function will be used for the FCI algorithm for now, where a bidirected edge is an edge between two nodes\nthat have been identified to have a common cause by orientation rules.\nLater, a cohersive naming scheme should be implemented.

\n\n
Parameters
\n\n
    \n
  • u: node u
    • \n
  • v: node v
    • \n
\n\n
Returns
\n\n
\n

True if a bidirected edge exists, False otherwise

\n
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node):", "funcdef": "def"}, "causy.graph.UndirectedGraph.edge_value": {"fullname": "causy.graph.UndirectedGraph.edge_value", "modulename": "causy.graph", "qualname": "UndirectedGraph.edge_value", "kind": "function", "doc": "

\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node):", "funcdef": "def"}, "causy.graph.UndirectedGraph.add_node": {"fullname": "causy.graph.UndirectedGraph.add_node", "modulename": "causy.graph", "qualname": "UndirectedGraph.add_node", "kind": "function", "doc": "

Add a node to the graph

\n\n
Parameters
\n\n
    \n
  • name: name of the node
    • \n
  • values: values of the node
    • \n
  • id_: id_ of the node\n:param : node
    • \n
\n\n
Returns
\n", "signature": "(self, name: str, values: List[float], id_: str = None):", "funcdef": "def"}, "causy.graph.UndirectedGraph.directed_path_exists": {"fullname": "causy.graph.UndirectedGraph.directed_path_exists", "modulename": "causy.graph", "qualname": "UndirectedGraph.directed_path_exists", "kind": "function", "doc": "

Check if a directed path from u to v exists

\n\n
Parameters
\n\n
    \n
  • u: node u
    • \n
  • v: node v
    • \n
\n\n
Returns
\n\n
\n

True if a directed path exists, False otherwise

\n
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node):", "funcdef": "def"}, "causy.graph.UndirectedGraph.directed_paths": {"fullname": "causy.graph.UndirectedGraph.directed_paths", "modulename": "causy.graph", "qualname": "UndirectedGraph.directed_paths", "kind": "function", "doc": "

Return all directed paths from u to v

\n\n
Parameters
\n\n
    \n
  • u: node u
    • \n
  • v: node v
    • \n
\n\n
Returns
\n\n
\n

list of directed paths

\n
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node):", "funcdef": "def"}, "causy.graph.UndirectedGraph.inducing_path_exists": {"fullname": "causy.graph.UndirectedGraph.inducing_path_exists", "modulename": "causy.graph", "qualname": "UndirectedGraph.inducing_path_exists", "kind": "function", "doc": "

Check if an inducing path from u to v exists.\nAn inducing path from u to v is a directed path from u to v on which all mediators are colliders.

\n\n
Parameters
\n\n
    \n
  • u: node u
    • \n
  • v: node v
    • \n
\n\n
Returns
\n\n
\n

True if an inducing path exists, False otherwise

\n
\n", "signature": "(self, u: causy.graph.Node, v: causy.graph.Node):", "funcdef": "def"}, "causy.graph.unpack_run": {"fullname": "causy.graph.unpack_run", "modulename": "causy.graph", "qualname": "unpack_run", "kind": "function", "doc": "

\n", "signature": "(args):", "funcdef": "def"}, "causy.graph.AbstractGraphModel": {"fullname": "causy.graph.AbstractGraphModel", "modulename": "causy.graph", "qualname": "AbstractGraphModel", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.GraphModelInterface, abc.ABC"}, "causy.graph.AbstractGraphModel.__init__": {"fullname": "causy.graph.AbstractGraphModel.__init__", "modulename": "causy.graph", "qualname": "AbstractGraphModel.__init__", "kind": "function", "doc": "

\n", "signature": "(\tgraph=None,\tpipeline_steps: Optional[List[causy.interfaces.IndependenceTestInterface]] = None)"}, "causy.graph.AbstractGraphModel.pipeline_steps": {"fullname": "causy.graph.AbstractGraphModel.pipeline_steps", "modulename": "causy.graph", "qualname": "AbstractGraphModel.pipeline_steps", "kind": "variable", "doc": "

\n", "annotation": ": List[causy.interfaces.IndependenceTestInterface]"}, "causy.graph.AbstractGraphModel.graph": {"fullname": "causy.graph.AbstractGraphModel.graph", "modulename": "causy.graph", "qualname": "AbstractGraphModel.graph", "kind": "variable", "doc": "

\n", "annotation": ": causy.interfaces.BaseGraphInterface"}, "causy.graph.AbstractGraphModel.pool": {"fullname": "causy.graph.AbstractGraphModel.pool", "modulename": "causy.graph", "qualname": "AbstractGraphModel.pool", "kind": "variable", "doc": "

\n", "annotation": ": <bound method BaseContext.Pool of <multiprocessing.context.DefaultContext object at 0x10a2f5a10>>"}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"fullname": "causy.graph.AbstractGraphModel.create_graph_from_data", "modulename": "causy.graph", "qualname": "AbstractGraphModel.create_graph_from_data", "kind": "function", "doc": "

Create a graph from data

\n\n
Parameters
\n\n
    \n
  • data: is a list of dictionaries
    • \n
\n\n
Returns
\n", "signature": "(self, data: List[Dict[str, float]]):", "funcdef": "def"}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"fullname": "causy.graph.AbstractGraphModel.create_all_possible_edges", "modulename": "causy.graph", "qualname": "AbstractGraphModel.create_all_possible_edges", "kind": "function", "doc": "

Create all possible nodes

\n\n
Returns
\n", "signature": "(self):", "funcdef": "def"}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"fullname": "causy.graph.AbstractGraphModel.execute_pipeline_steps", "modulename": "causy.graph", "qualname": "AbstractGraphModel.execute_pipeline_steps", "kind": "function", "doc": "

Execute all pipeline_steps

\n\n
Returns
\n\n
\n

the steps taken during the step execution

\n
\n", "signature": "(self):", "funcdef": "def"}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"fullname": "causy.graph.AbstractGraphModel.execute_pipeline_step", "modulename": "causy.graph", "qualname": "AbstractGraphModel.execute_pipeline_step", "kind": "function", "doc": "

Filter the graph

\n\n
Parameters
\n\n
    \n
  • test_fn: the test function
    • \n
  • threshold: the threshold
    • \n
\n\n
Returns
\n", "signature": "(self, test_fn: causy.interfaces.IndependenceTestInterface):", "funcdef": "def"}, "causy.graph.graph_model_factory": {"fullname": "causy.graph.graph_model_factory", "modulename": "causy.graph", "qualname": "graph_model_factory", "kind": "function", "doc": "

Create a graph model

\n\n
Parameters
\n\n
    \n
  • pipeline_steps: a list of pipeline_steps which should be applied to the graph
    • \n
\n\n
Returns
\n\n
\n

the graph model

\n
\n", "signature": "(\tpipeline_steps: Optional[List[causy.interfaces.IndependenceTestInterface]] = None) -> type[causy.graph.AbstractGraphModel]:", "funcdef": "def"}, "causy.graph.Loop": {"fullname": "causy.graph.Loop", "modulename": "causy.graph", "qualname": "Loop", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.LogicStepInterface"}, "causy.graph.Loop.__init__": {"fullname": "causy.graph.Loop.__init__", "modulename": "causy.graph", "qualname": "Loop.__init__", "kind": "function", "doc": "

\n", "signature": "(\tpipeline_steps: Optional[List[causy.interfaces.IndependenceTestInterface]] = None,\texit_condition: causy.interfaces.ExitConditionInterface = None)"}, "causy.graph.Loop.execute": {"fullname": "causy.graph.Loop.execute", "modulename": "causy.graph", "qualname": "Loop.execute", "kind": "function", "doc": "

\n", "signature": "(\tself,\tgraph: causy.interfaces.BaseGraphInterface,\tgraph_model_instance_: causy.interfaces.GraphModelInterface):", "funcdef": "def"}, "causy.graph.Loop.pipeline_steps": {"fullname": "causy.graph.Loop.pipeline_steps", "modulename": "causy.graph", "qualname": "Loop.pipeline_steps", "kind": "variable", "doc": "

\n"}, "causy.graph.Loop.exit_condition": {"fullname": "causy.graph.Loop.exit_condition", "modulename": "causy.graph", "qualname": "Loop.exit_condition", "kind": "variable", "doc": "

\n"}, "causy.graph.Loop.serialize": {"fullname": "causy.graph.Loop.serialize", "modulename": "causy.graph", "qualname": "Loop.serialize", "kind": "function", "doc": "

\n", "signature": "(self) -> dict:", "funcdef": "def"}, "causy.independence_tests": {"fullname": "causy.independence_tests", "modulename": "causy.independence_tests", "kind": "module", "doc": "

\n"}, "causy.independence_tests.logger": {"fullname": "causy.independence_tests.logger", "modulename": "causy.independence_tests", "qualname": "logger", "kind": "variable", "doc": "

\n", "default_value": "<Logger causy.independence_tests (WARNING)>"}, "causy.independence_tests.CalculateCorrelations": {"fullname": "causy.independence_tests.CalculateCorrelations", "modulename": "causy.independence_tests", "qualname": "CalculateCorrelations", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.IndependenceTestInterface"}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"fullname": "causy.independence_tests.CalculateCorrelations.GENERATOR", "modulename": "causy.independence_tests", "qualname": "CalculateCorrelations.GENERATOR", "kind": "variable", "doc": "

\n", "default_value": "<causy.generators.AllCombinationsGenerator object>"}, "causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"fullname": "causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING", "modulename": "causy.independence_tests", "qualname": "CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING", "kind": "variable", "doc": "

\n", "default_value": "1"}, "causy.independence_tests.CalculateCorrelations.PARALLEL": {"fullname": "causy.independence_tests.CalculateCorrelations.PARALLEL", "modulename": "causy.independence_tests", "qualname": "CalculateCorrelations.PARALLEL", "kind": "variable", "doc": "

\n", "default_value": "False"}, "causy.independence_tests.CalculateCorrelations.test": {"fullname": "causy.independence_tests.CalculateCorrelations.test", "modulename": "causy.independence_tests", "qualname": "CalculateCorrelations.test", "kind": "function", "doc": "

Calculate the correlation between each pair of nodes and store it to the respective edge.

\n\n
Parameters
\n\n
    \n
  • nodes: list of nodes
    • \n
\n\n
Returns
\n\n
\n

A TestResult with the action to take

\n
\n", "signature": "(\tself,\tnodes: Tuple[str],\tgraph: causy.interfaces.BaseGraphInterface) -> causy.interfaces.TestResult:", "funcdef": "def"}, "causy.independence_tests.CorrelationCoefficientTest": {"fullname": "causy.independence_tests.CorrelationCoefficientTest", "modulename": "causy.independence_tests", "qualname": "CorrelationCoefficientTest", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.IndependenceTestInterface"}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"fullname": "causy.independence_tests.CorrelationCoefficientTest.GENERATOR", "modulename": "causy.independence_tests", "qualname": "CorrelationCoefficientTest.GENERATOR", "kind": "variable", "doc": "

\n", "default_value": "<causy.generators.AllCombinationsGenerator object>"}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"fullname": "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING", "modulename": "causy.independence_tests", "qualname": "CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING", "kind": "variable", "doc": "

\n", "default_value": "1"}, "causy.independence_tests.CorrelationCoefficientTest.PARALLEL": {"fullname": "causy.independence_tests.CorrelationCoefficientTest.PARALLEL", "modulename": "causy.independence_tests", "qualname": "CorrelationCoefficientTest.PARALLEL", "kind": "variable", "doc": "

\n", "default_value": "False"}, "causy.independence_tests.CorrelationCoefficientTest.test": {"fullname": "causy.independence_tests.CorrelationCoefficientTest.test", "modulename": "causy.independence_tests", "qualname": "CorrelationCoefficientTest.test", "kind": "function", "doc": "

Test if x and y are independent and delete edge in graph if they are.

\n\n
Parameters
\n\n
    \n
  • nodes: list of nodes
    • \n
\n\n
Returns
\n\n
\n

A TestResult with the action to take

\n
\n", "signature": "(\tself,\tnodes: List[str],\tgraph: causy.interfaces.BaseGraphInterface) -> Optional[causy.interfaces.TestResult]:", "funcdef": "def"}, "causy.independence_tests.PartialCorrelationTest": {"fullname": "causy.independence_tests.PartialCorrelationTest", "modulename": "causy.independence_tests", "qualname": "PartialCorrelationTest", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.IndependenceTestInterface"}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"fullname": "causy.independence_tests.PartialCorrelationTest.GENERATOR", "modulename": "causy.independence_tests", "qualname": "PartialCorrelationTest.GENERATOR", "kind": "variable", "doc": "

\n", "default_value": "<causy.generators.AllCombinationsGenerator object>"}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"fullname": "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING", "modulename": "causy.independence_tests", "qualname": "PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING", "kind": "variable", "doc": "

\n", "default_value": "1"}, "causy.independence_tests.PartialCorrelationTest.PARALLEL": {"fullname": "causy.independence_tests.PartialCorrelationTest.PARALLEL", "modulename": "causy.independence_tests", "qualname": "PartialCorrelationTest.PARALLEL", "kind": "variable", "doc": "

\n", "default_value": "False"}, "causy.independence_tests.PartialCorrelationTest.test": {"fullname": "causy.independence_tests.PartialCorrelationTest.test", "modulename": "causy.independence_tests", "qualname": "PartialCorrelationTest.test", "kind": "function", "doc": "

Test if nodes x,y are independent given node z based on a partial correlation test.\nWe use this test for all combinations of 3 nodes because it is faster than the extended test (which supports combinations of n nodes). We can\nuse it to remove edges between nodes which are not independent given another node and so reduce the number of combinations for the extended test.

\n\n
Parameters
\n\n
    \n
  • nodes: the nodes to test
    • \n
\n\n
Returns
\n\n
\n

A TestResult with the action to take

\n
\n\n

TODO: we are testing (C and E given B) and (E and C given B), we just need one of these, remove redundant tests.

\n", "signature": "(\tself,\tnodes: Tuple[str],\tgraph: causy.interfaces.BaseGraphInterface) -> Optional[List[causy.interfaces.TestResult]]:", "funcdef": "def"}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"fullname": "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression", "modulename": "causy.independence_tests", "qualname": "ExtendedPartialCorrelationTestLinearRegression", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.IndependenceTestInterface"}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"fullname": "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR", "modulename": "causy.independence_tests", "qualname": "ExtendedPartialCorrelationTestLinearRegression.GENERATOR", "kind": "variable", "doc": "

\n", "default_value": "<causy.generators.AllCombinationsGenerator object>"}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"fullname": "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING", "modulename": "causy.independence_tests", "qualname": "ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING", "kind": "variable", "doc": "

\n", "default_value": "1000"}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.PARALLEL": {"fullname": "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.PARALLEL", "modulename": "causy.independence_tests", "qualname": "ExtendedPartialCorrelationTestLinearRegression.PARALLEL", "kind": "variable", "doc": "

\n", "default_value": "True"}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"fullname": "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test", "modulename": "causy.independence_tests", "qualname": "ExtendedPartialCorrelationTestLinearRegression.test", "kind": "function", "doc": "

Test if nodes x,y are independent given Z (set of nodes) based on partial correlation using linear regression and a correlation test on the residuals.\nWe use this test for all combinations of more than 3 nodes because it is slower.

\n\n
Parameters
\n\n
    \n
  • nodes: the nodes to test
    • \n
\n\n
Returns
\n\n
\n

A TestResult with the action to take

\n
\n\n

TODO: Does not run in reasonable time yet.

\n", "signature": "(\tself,\tnodes: List[str],\tgraph: causy.interfaces.BaseGraphInterface) -> Optional[List[causy.interfaces.TestResult]]:", "funcdef": "def"}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"fullname": "causy.independence_tests.ExtendedPartialCorrelationTestMatrix", "modulename": "causy.independence_tests", "qualname": "ExtendedPartialCorrelationTestMatrix", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.IndependenceTestInterface"}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"fullname": "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR", "modulename": "causy.independence_tests", "qualname": "ExtendedPartialCorrelationTestMatrix.GENERATOR", "kind": "variable", "doc": "

\n", "default_value": "<causy.generators.PairsWithNeighboursGenerator object>"}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"fullname": "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING", "modulename": "causy.independence_tests", "qualname": "ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING", "kind": "variable", "doc": "

\n", "default_value": "1000"}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.PARALLEL": {"fullname": "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.PARALLEL", "modulename": "causy.independence_tests", "qualname": "ExtendedPartialCorrelationTestMatrix.PARALLEL", "kind": "variable", "doc": "

\n", "default_value": "False"}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"fullname": "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test", "modulename": "causy.independence_tests", "qualname": "ExtendedPartialCorrelationTestMatrix.test", "kind": "function", "doc": "

Test if nodes x,y are independent given Z (set of nodes) based on partial correlation using the inverted covariance matrix (precision matrix).\nhttps://en.wikipedia.org/wiki/Partial_correlation#Using_matrix_inversion\nWe use this test for all combinations of more than 3 nodes because it is slower.

\n\n
Parameters
\n\n
    \n
  • nodes: the nodes to test
    • \n
\n\n
Returns
\n\n
\n

A TestResult with the action to take

\n
\n", "signature": "(\tself,\tnodes: List[str],\tgraph: causy.interfaces.BaseGraphInterface) -> Optional[causy.interfaces.TestResult]:", "funcdef": "def"}, "causy.independence_tests.PlaceholderTest": {"fullname": "causy.independence_tests.PlaceholderTest", "modulename": "causy.independence_tests", "qualname": "PlaceholderTest", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.IndependenceTestInterface"}, "causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"fullname": "causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS", "modulename": "causy.independence_tests", "qualname": "PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS", "kind": "variable", "doc": "

\n", "default_value": "2"}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"fullname": "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING", "modulename": "causy.independence_tests", "qualname": "PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING", "kind": "variable", "doc": "

\n", "default_value": "10"}, "causy.independence_tests.PlaceholderTest.PARALLEL": {"fullname": "causy.independence_tests.PlaceholderTest.PARALLEL", "modulename": "causy.independence_tests", "qualname": "PlaceholderTest.PARALLEL", "kind": "variable", "doc": "

\n", "default_value": "False"}, "causy.independence_tests.PlaceholderTest.test": {"fullname": "causy.independence_tests.PlaceholderTest.test", "modulename": "causy.independence_tests", "qualname": "PlaceholderTest.test", "kind": "function", "doc": "

Placeholder test for testing purposes

\n\n
Parameters
\n\n
    \n
  • nodes:
    • \n
  • graph:
    • \n
\n\n
Returns
\n", "signature": "(\tself,\tnodes: Tuple[str],\tgraph: causy.interfaces.BaseGraphInterface) -> Union[List[causy.interfaces.TestResult], causy.interfaces.TestResult]:", "funcdef": "def"}, "causy.interfaces": {"fullname": "causy.interfaces", "modulename": "causy.interfaces", "kind": "module", "doc": "

\n"}, "causy.interfaces.logger": {"fullname": "causy.interfaces.logger", "modulename": "causy.interfaces", "qualname": "logger", "kind": "variable", "doc": "

\n", "default_value": "<Logger causy.interfaces (WARNING)>"}, "causy.interfaces.DEFAULT_THRESHOLD": {"fullname": "causy.interfaces.DEFAULT_THRESHOLD", "modulename": "causy.interfaces", "qualname": "DEFAULT_THRESHOLD", "kind": "variable", "doc": "

\n", "default_value": "0.01"}, "causy.interfaces.AS_MANY_AS_FIELDS": {"fullname": "causy.interfaces.AS_MANY_AS_FIELDS", "modulename": "causy.interfaces", "qualname": "AS_MANY_AS_FIELDS", "kind": "variable", "doc": "

\n", "default_value": "0"}, "causy.interfaces.ComparisonSettings": {"fullname": "causy.interfaces.ComparisonSettings", "modulename": "causy.interfaces", "qualname": "ComparisonSettings", "kind": "class", "doc": "

\n"}, "causy.interfaces.ComparisonSettings.__init__": {"fullname": "causy.interfaces.ComparisonSettings.__init__", "modulename": "causy.interfaces", "qualname": "ComparisonSettings.__init__", "kind": "function", "doc": "

\n", "signature": "(min: int = 2, max: int = 0)"}, "causy.interfaces.ComparisonSettings.min": {"fullname": "causy.interfaces.ComparisonSettings.min", "modulename": "causy.interfaces", "qualname": "ComparisonSettings.min", "kind": "variable", "doc": "

\n", "annotation": ": int", "default_value": "2"}, "causy.interfaces.ComparisonSettings.max": {"fullname": "causy.interfaces.ComparisonSettings.max", "modulename": "causy.interfaces", "qualname": "ComparisonSettings.max", "kind": "variable", "doc": "

\n", "annotation": ": int", "default_value": "0"}, "causy.interfaces.ComparisonSettings.serialize": {"fullname": "causy.interfaces.ComparisonSettings.serialize", "modulename": "causy.interfaces", "qualname": "ComparisonSettings.serialize", "kind": "function", "doc": "

\n", "signature": "(self):", "funcdef": "def"}, "causy.interfaces.NodeInterface": {"fullname": "causy.interfaces.NodeInterface", "modulename": "causy.interfaces", "qualname": "NodeInterface", "kind": "class", "doc": "

\n"}, "causy.interfaces.NodeInterface.name": {"fullname": "causy.interfaces.NodeInterface.name", "modulename": "causy.interfaces", "qualname": "NodeInterface.name", "kind": "variable", "doc": "

\n", "annotation": ": str"}, "causy.interfaces.NodeInterface.id": {"fullname": "causy.interfaces.NodeInterface.id", "modulename": "causy.interfaces", "qualname": "NodeInterface.id", "kind": "variable", "doc": "

\n", "annotation": ": str"}, "causy.interfaces.NodeInterface.values": {"fullname": "causy.interfaces.NodeInterface.values", "modulename": "causy.interfaces", "qualname": "NodeInterface.values", "kind": "variable", "doc": "

\n", "annotation": ": List[float]"}, "causy.interfaces.NodeInterface.to_dict": {"fullname": "causy.interfaces.NodeInterface.to_dict", "modulename": "causy.interfaces", "qualname": "NodeInterface.to_dict", "kind": "function", "doc": "

\n", "signature": "(self):", "funcdef": "def"}, "causy.interfaces.TestResultAction": {"fullname": "causy.interfaces.TestResultAction", "modulename": "causy.interfaces", "qualname": "TestResultAction", "kind": "class", "doc": "

Enum where members are also (and must be) strings

\n", "bases": "enum.StrEnum"}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"fullname": "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED", "modulename": "causy.interfaces", "qualname": "TestResultAction.REMOVE_EDGE_UNDIRECTED", "kind": "variable", "doc": "

\n", "default_value": "<TestResultAction.REMOVE_EDGE_UNDIRECTED: 'REMOVE_EDGE_UNDIRECTED'>"}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"fullname": "causy.interfaces.TestResultAction.UPDATE_EDGE", "modulename": "causy.interfaces", "qualname": "TestResultAction.UPDATE_EDGE", "kind": "variable", "doc": "

\n", "default_value": "<TestResultAction.UPDATE_EDGE: 'UPDATE_EDGE'>"}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"fullname": "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED", "modulename": "causy.interfaces", "qualname": "TestResultAction.UPDATE_EDGE_DIRECTED", "kind": "variable", "doc": "

\n", "default_value": "<TestResultAction.UPDATE_EDGE_DIRECTED: 'UPDATE_EDGE_DIRECTED'>"}, "causy.interfaces.TestResultAction.DO_NOTHING": {"fullname": "causy.interfaces.TestResultAction.DO_NOTHING", "modulename": "causy.interfaces", "qualname": "TestResultAction.DO_NOTHING", "kind": "variable", "doc": "

\n", "default_value": "<TestResultAction.DO_NOTHING: 'DO_NOTHING'>"}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"fullname": "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED", "modulename": "causy.interfaces", "qualname": "TestResultAction.REMOVE_EDGE_DIRECTED", "kind": "variable", "doc": "

\n", "default_value": "<TestResultAction.REMOVE_EDGE_DIRECTED: 'REMOVE_EDGE_DIRECTED'>"}, "causy.interfaces.TestResult": {"fullname": "causy.interfaces.TestResult", "modulename": "causy.interfaces", "qualname": "TestResult", "kind": "class", "doc": "

\n"}, "causy.interfaces.TestResult.__init__": {"fullname": "causy.interfaces.TestResult.__init__", "modulename": "causy.interfaces", "qualname": "TestResult.__init__", "kind": "function", "doc": "

\n", "signature": "(\tx: causy.interfaces.NodeInterface,\ty: causy.interfaces.NodeInterface,\taction: causy.interfaces.TestResultAction,\tdata: Optional[Dict] = None)"}, "causy.interfaces.TestResult.x": {"fullname": "causy.interfaces.TestResult.x", "modulename": "causy.interfaces", "qualname": "TestResult.x", "kind": "variable", "doc": "

\n", "annotation": ": causy.interfaces.NodeInterface"}, "causy.interfaces.TestResult.y": {"fullname": "causy.interfaces.TestResult.y", "modulename": "causy.interfaces", "qualname": "TestResult.y", "kind": "variable", "doc": "

\n", "annotation": ": causy.interfaces.NodeInterface"}, "causy.interfaces.TestResult.action": {"fullname": "causy.interfaces.TestResult.action", "modulename": "causy.interfaces", "qualname": "TestResult.action", "kind": "variable", "doc": "

\n", "annotation": ": causy.interfaces.TestResultAction"}, "causy.interfaces.TestResult.data": {"fullname": "causy.interfaces.TestResult.data", "modulename": "causy.interfaces", "qualname": "TestResult.data", "kind": "variable", "doc": "

\n", "annotation": ": Optional[Dict]", "default_value": "None"}, "causy.interfaces.TestResult.to_dict": {"fullname": "causy.interfaces.TestResult.to_dict", "modulename": "causy.interfaces", "qualname": "TestResult.to_dict", "kind": "function", "doc": "

\n", "signature": "(self):", "funcdef": "def"}, "causy.interfaces.BaseGraphInterface": {"fullname": "causy.interfaces.BaseGraphInterface", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "abc.ABC"}, "causy.interfaces.BaseGraphInterface.nodes": {"fullname": "causy.interfaces.BaseGraphInterface.nodes", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.nodes", "kind": "variable", "doc": "

\n", "annotation": ": Dict[str, causy.interfaces.NodeInterface]"}, "causy.interfaces.BaseGraphInterface.edges": {"fullname": "causy.interfaces.BaseGraphInterface.edges", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.edges", "kind": "variable", "doc": "

\n", "annotation": ": Dict[str, Dict[str, Dict]]"}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"fullname": "causy.interfaces.BaseGraphInterface.retrieve_edge_history", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.retrieve_edge_history", "kind": "function", "doc": "

\n", "signature": "(\tself,\tu,\tv,\taction: causy.interfaces.TestResultAction) -> List[causy.interfaces.TestResult]:", "funcdef": "def"}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"fullname": "causy.interfaces.BaseGraphInterface.add_edge_history", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.add_edge_history", "kind": "function", "doc": "

\n", "signature": "(self, u, v, action: causy.interfaces.TestResultAction):", "funcdef": "def"}, "causy.interfaces.BaseGraphInterface.add_edge": {"fullname": "causy.interfaces.BaseGraphInterface.add_edge", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.add_edge", "kind": "function", "doc": "

\n", "signature": "(self, u, v, w):", "funcdef": "def"}, "causy.interfaces.BaseGraphInterface.remove_edge": {"fullname": "causy.interfaces.BaseGraphInterface.remove_edge", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.remove_edge", "kind": "function", "doc": "

\n", "signature": "(self, u, v):", "funcdef": "def"}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"fullname": "causy.interfaces.BaseGraphInterface.remove_directed_edge", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.remove_directed_edge", "kind": "function", "doc": "

\n", "signature": "(self, u, v):", "funcdef": "def"}, "causy.interfaces.BaseGraphInterface.update_edge": {"fullname": "causy.interfaces.BaseGraphInterface.update_edge", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.update_edge", "kind": "function", "doc": "

\n", "signature": "(self, u, v, w):", "funcdef": "def"}, "causy.interfaces.BaseGraphInterface.add_node": {"fullname": "causy.interfaces.BaseGraphInterface.add_node", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.add_node", "kind": "function", "doc": "

\n", "signature": "(self, name, values):", "funcdef": "def"}, "causy.interfaces.BaseGraphInterface.edge_value": {"fullname": "causy.interfaces.BaseGraphInterface.edge_value", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.edge_value", "kind": "function", "doc": "

\n", "signature": "(self, u, v):", "funcdef": "def"}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"fullname": "causy.interfaces.BaseGraphInterface.undirected_edge_exists", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.undirected_edge_exists", "kind": "function", "doc": "

\n", "signature": "(self, u, v):", "funcdef": "def"}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"fullname": "causy.interfaces.BaseGraphInterface.directed_edge_exists", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.directed_edge_exists", "kind": "function", "doc": "

\n", "signature": "(self, u, v):", "funcdef": "def"}, "causy.interfaces.BaseGraphInterface.edge_exists": {"fullname": "causy.interfaces.BaseGraphInterface.edge_exists", "modulename": "causy.interfaces", "qualname": "BaseGraphInterface.edge_exists", "kind": "function", "doc": "

\n", "signature": "(self, u, v):", "funcdef": "def"}, "causy.interfaces.GraphModelInterface": {"fullname": "causy.interfaces.GraphModelInterface", "modulename": "causy.interfaces", "qualname": "GraphModelInterface", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "abc.ABC"}, "causy.interfaces.GraphModelInterface.pool": {"fullname": "causy.interfaces.GraphModelInterface.pool", "modulename": "causy.interfaces", "qualname": "GraphModelInterface.pool", "kind": "variable", "doc": "

\n", "annotation": ": <bound method BaseContext.Pool of <multiprocessing.context.DefaultContext object at 0x10a2f5a10>>"}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"fullname": "causy.interfaces.GraphModelInterface.create_graph_from_data", "modulename": "causy.interfaces", "qualname": "GraphModelInterface.create_graph_from_data", "kind": "function", "doc": "

\n", "signature": "(self, data: List[Dict]):", "funcdef": "def"}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"fullname": "causy.interfaces.GraphModelInterface.execute_pipeline_steps", "modulename": "causy.interfaces", "qualname": "GraphModelInterface.execute_pipeline_steps", "kind": "function", "doc": "

\n", "signature": "(self):", "funcdef": "def"}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"fullname": "causy.interfaces.GraphModelInterface.execute_pipeline_step", "modulename": "causy.interfaces", "qualname": "GraphModelInterface.execute_pipeline_step", "kind": "function", "doc": "

\n", "signature": "(self, step):", "funcdef": "def"}, "causy.interfaces.GeneratorInterface": {"fullname": "causy.interfaces.GeneratorInterface", "modulename": "causy.interfaces", "qualname": "GeneratorInterface", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "abc.ABC"}, "causy.interfaces.GeneratorInterface.comparison_settings": {"fullname": "causy.interfaces.GeneratorInterface.comparison_settings", "modulename": "causy.interfaces", "qualname": "GeneratorInterface.comparison_settings", "kind": "variable", "doc": "

\n", "annotation": ": causy.interfaces.ComparisonSettings"}, "causy.interfaces.GeneratorInterface.chunked": {"fullname": "causy.interfaces.GeneratorInterface.chunked", "modulename": "causy.interfaces", "qualname": "GeneratorInterface.chunked", "kind": "variable", "doc": "

\n", "annotation": ": bool", "default_value": "False"}, "causy.interfaces.GeneratorInterface.generate": {"fullname": "causy.interfaces.GeneratorInterface.generate", "modulename": "causy.interfaces", "qualname": "GeneratorInterface.generate", "kind": "function", "doc": "

\n", "signature": "(\tself,\tgraph: causy.interfaces.BaseGraphInterface,\tgraph_model_instance_: dict):", "funcdef": "def"}, "causy.interfaces.GeneratorInterface.serialize": {"fullname": "causy.interfaces.GeneratorInterface.serialize", "modulename": "causy.interfaces", "qualname": "GeneratorInterface.serialize", "kind": "function", "doc": "

\n", "signature": "(self) -> dict:", "funcdef": "def"}, "causy.interfaces.IndependenceTestInterface": {"fullname": "causy.interfaces.IndependenceTestInterface", "modulename": "causy.interfaces", "qualname": "IndependenceTestInterface", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "abc.ABC"}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"fullname": "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS", "modulename": "causy.interfaces", "qualname": "IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS", "kind": "variable", "doc": "

\n", "annotation": ": int", "default_value": "0"}, "causy.interfaces.IndependenceTestInterface.GENERATOR": {"fullname": "causy.interfaces.IndependenceTestInterface.GENERATOR", "modulename": "causy.interfaces", "qualname": "IndependenceTestInterface.GENERATOR", "kind": "variable", "doc": "

\n", "annotation": ": Optional[causy.interfaces.GeneratorInterface]", "default_value": "None"}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"fullname": "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING", "modulename": "causy.interfaces", "qualname": "IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING", "kind": "variable", "doc": "

\n", "annotation": ": int", "default_value": "1"}, "causy.interfaces.IndependenceTestInterface.PARALLEL": {"fullname": "causy.interfaces.IndependenceTestInterface.PARALLEL", "modulename": "causy.interfaces", "qualname": "IndependenceTestInterface.PARALLEL", "kind": "variable", "doc": "

\n", "annotation": ": bool", "default_value": "True"}, "causy.interfaces.IndependenceTestInterface.threshold": {"fullname": "causy.interfaces.IndependenceTestInterface.threshold", "modulename": "causy.interfaces", "qualname": "IndependenceTestInterface.threshold", "kind": "variable", "doc": "

\n"}, "causy.interfaces.IndependenceTestInterface.test": {"fullname": "causy.interfaces.IndependenceTestInterface.test", "modulename": "causy.interfaces", "qualname": "IndependenceTestInterface.test", "kind": "function", "doc": "

Test if x and y are independent

\n\n
Parameters
\n\n
    \n
  • x: x values
    • \n
  • y: y values
    • \n
\n\n
Returns
\n\n
\n

True if independent, False otherwise

\n
\n", "signature": "(\tself,\tnodes: List[str],\tgraph: causy.interfaces.BaseGraphInterface) -> Optional[causy.interfaces.TestResult]:", "funcdef": "def"}, "causy.interfaces.IndependenceTestInterface.serialize": {"fullname": "causy.interfaces.IndependenceTestInterface.serialize", "modulename": "causy.interfaces", "qualname": "IndependenceTestInterface.serialize", "kind": "function", "doc": "

\n", "signature": "(self) -> dict:", "funcdef": "def"}, "causy.interfaces.LogicStepInterface": {"fullname": "causy.interfaces.LogicStepInterface", "modulename": "causy.interfaces", "qualname": "LogicStepInterface", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "abc.ABC"}, "causy.interfaces.LogicStepInterface.execute": {"fullname": "causy.interfaces.LogicStepInterface.execute", "modulename": "causy.interfaces", "qualname": "LogicStepInterface.execute", "kind": "function", "doc": "

\n", "signature": "(\tself,\tgraph: causy.interfaces.BaseGraphInterface,\tgraph_model_instance_: dict):", "funcdef": "def"}, "causy.interfaces.LogicStepInterface.serialize": {"fullname": "causy.interfaces.LogicStepInterface.serialize", "modulename": "causy.interfaces", "qualname": "LogicStepInterface.serialize", "kind": "function", "doc": "

\n", "signature": "(self) -> dict:", "funcdef": "def"}, "causy.interfaces.ExitConditionInterface": {"fullname": "causy.interfaces.ExitConditionInterface", "modulename": "causy.interfaces", "qualname": "ExitConditionInterface", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "abc.ABC"}, "causy.interfaces.ExitConditionInterface.check": {"fullname": "causy.interfaces.ExitConditionInterface.check", "modulename": "causy.interfaces", "qualname": "ExitConditionInterface.check", "kind": "function", "doc": "
Parameters
\n\n
    \n
  • graph:
    • \n
  • graph_model_instance_:
    • \n
  • actions_taken:
    • \n
  • iteration:
    • \n
\n\n
Returns
\n\n
\n

True if you want to break an iteration, False otherwise

\n
\n", "signature": "(\tself,\tgraph: causy.interfaces.BaseGraphInterface,\tgraph_model_instance_: dict,\tactions_taken: List[causy.interfaces.TestResult],\titeration: int) -> bool:", "funcdef": "def"}, "causy.interfaces.ExitConditionInterface.serialize": {"fullname": "causy.interfaces.ExitConditionInterface.serialize", "modulename": "causy.interfaces", "qualname": "ExitConditionInterface.serialize", "kind": "function", "doc": "

\n", "signature": "(self):", "funcdef": "def"}, "causy.orientation_tests": {"fullname": "causy.orientation_tests", "modulename": "causy.orientation_tests", "kind": "module", "doc": "

\n"}, "causy.orientation_tests.ColliderTest": {"fullname": "causy.orientation_tests.ColliderTest", "modulename": "causy.orientation_tests", "qualname": "ColliderTest", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.IndependenceTestInterface"}, "causy.orientation_tests.ColliderTest.GENERATOR": {"fullname": "causy.orientation_tests.ColliderTest.GENERATOR", "modulename": "causy.orientation_tests", "qualname": "ColliderTest.GENERATOR", "kind": "variable", "doc": "

\n", "default_value": "<causy.generators.AllCombinationsGenerator object>"}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"fullname": "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING", "modulename": "causy.orientation_tests", "qualname": "ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING", "kind": "variable", "doc": "

\n", "default_value": "1"}, "causy.orientation_tests.ColliderTest.PARALLEL": {"fullname": "causy.orientation_tests.ColliderTest.PARALLEL", "modulename": "causy.orientation_tests", "qualname": "ColliderTest.PARALLEL", "kind": "variable", "doc": "

\n", "default_value": "False"}, "causy.orientation_tests.ColliderTest.test": {"fullname": "causy.orientation_tests.ColliderTest.test", "modulename": "causy.orientation_tests", "qualname": "ColliderTest.test", "kind": "function", "doc": "

We call triples x, y, z of nodes v structures if x and y that are NOT adjacent but share an adjacent node z.\nV structures looks like this in the undirected skeleton: (x - z - y).\nWe now check if z is in the separating set.\nIf z is not in the separating set, we know that x and y are uncorrelated given z.\nSo, the edges must be oriented from x to z and from y to z (x -> z <- y).

\n\n
Parameters
\n\n
    \n
  • nodes: list of nodes
    • \n
  • graph: the current graph\n:returns: list of actions that will be executed on graph
    • \n
\n", "signature": "(\tself,\tnodes: Tuple[str],\tgraph: causy.interfaces.BaseGraphInterface) -> Union[List[causy.interfaces.TestResult], causy.interfaces.TestResult]:", "funcdef": "def"}, "causy.orientation_tests.NonColliderTest": {"fullname": "causy.orientation_tests.NonColliderTest", "modulename": "causy.orientation_tests", "qualname": "NonColliderTest", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.IndependenceTestInterface"}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"fullname": "causy.orientation_tests.NonColliderTest.GENERATOR", "modulename": "causy.orientation_tests", "qualname": "NonColliderTest.GENERATOR", "kind": "variable", "doc": "

\n", "default_value": "<causy.generators.AllCombinationsGenerator object>"}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"fullname": "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING", "modulename": "causy.orientation_tests", "qualname": "NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING", "kind": "variable", "doc": "

\n", "default_value": "1"}, "causy.orientation_tests.NonColliderTest.PARALLEL": {"fullname": "causy.orientation_tests.NonColliderTest.PARALLEL", "modulename": "causy.orientation_tests", "qualname": "NonColliderTest.PARALLEL", "kind": "variable", "doc": "

\n", "default_value": "False"}, "causy.orientation_tests.NonColliderTest.test": {"fullname": "causy.orientation_tests.NonColliderTest.test", "modulename": "causy.orientation_tests", "qualname": "NonColliderTest.test", "kind": "function", "doc": "

Further orientation rule: all v structures that are colliders are already oriented.\nWe now orient all v structures that have a single alternative to being a collider.

\n\n
Parameters
\n\n
    \n
  • nodes: list of nodes
    • \n
  • graph: the current graph\n:returns: list of actions that will be executed on graph
    • \n
\n", "signature": "(\tself,\tnodes: Tuple[str],\tgraph: causy.interfaces.BaseGraphInterface) -> Union[List[causy.interfaces.TestResult], causy.interfaces.TestResult]:", "funcdef": "def"}, "causy.orientation_tests.FurtherOrientTripleTest": {"fullname": "causy.orientation_tests.FurtherOrientTripleTest", "modulename": "causy.orientation_tests", "qualname": "FurtherOrientTripleTest", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.IndependenceTestInterface"}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"fullname": "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR", "modulename": "causy.orientation_tests", "qualname": "FurtherOrientTripleTest.GENERATOR", "kind": "variable", "doc": "

\n", "default_value": "<causy.generators.AllCombinationsGenerator object>"}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"fullname": "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING", "modulename": "causy.orientation_tests", "qualname": "FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING", "kind": "variable", "doc": "

\n", "default_value": "1"}, "causy.orientation_tests.FurtherOrientTripleTest.PARALLEL": {"fullname": "causy.orientation_tests.FurtherOrientTripleTest.PARALLEL", "modulename": "causy.orientation_tests", "qualname": "FurtherOrientTripleTest.PARALLEL", "kind": "variable", "doc": "

\n", "default_value": "False"}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"fullname": "causy.orientation_tests.FurtherOrientTripleTest.test", "modulename": "causy.orientation_tests", "qualname": "FurtherOrientTripleTest.test", "kind": "function", "doc": "

Further orientation rule.

\n\n
Parameters
\n\n
    \n
  • nodes: list of nodes
    • \n
  • graph: the current graph\n:returns: list of actions that will be executed on graph
    • \n
\n", "signature": "(\tself,\tnodes: Tuple[str],\tgraph: causy.interfaces.BaseGraphInterface) -> Union[List[causy.interfaces.TestResult], causy.interfaces.TestResult]:", "funcdef": "def"}, "causy.orientation_tests.OrientQuadrupleTest": {"fullname": "causy.orientation_tests.OrientQuadrupleTest", "modulename": "causy.orientation_tests", "qualname": "OrientQuadrupleTest", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.IndependenceTestInterface"}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"fullname": "causy.orientation_tests.OrientQuadrupleTest.GENERATOR", "modulename": "causy.orientation_tests", "qualname": "OrientQuadrupleTest.GENERATOR", "kind": "variable", "doc": "

\n", "default_value": "<causy.generators.AllCombinationsGenerator object>"}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"fullname": "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING", "modulename": "causy.orientation_tests", "qualname": "OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING", "kind": "variable", "doc": "

\n", "default_value": "1"}, "causy.orientation_tests.OrientQuadrupleTest.PARALLEL": {"fullname": "causy.orientation_tests.OrientQuadrupleTest.PARALLEL", "modulename": "causy.orientation_tests", "qualname": "OrientQuadrupleTest.PARALLEL", "kind": "variable", "doc": "

\n", "default_value": "False"}, "causy.orientation_tests.OrientQuadrupleTest.test": {"fullname": "causy.orientation_tests.OrientQuadrupleTest.test", "modulename": "causy.orientation_tests", "qualname": "OrientQuadrupleTest.test", "kind": "function", "doc": "

Further orientation rule.

\n\n
Parameters
\n\n
    \n
  • nodes: list of nodes
    • \n
  • graph: the current graph\n:returns: list of actions that will be executed on graph
    • \n
\n", "signature": "(\tself,\tnodes: Tuple[str],\tgraph: causy.interfaces.BaseGraphInterface) -> Union[List[causy.interfaces.TestResult], causy.interfaces.TestResult]:", "funcdef": "def"}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"fullname": "causy.orientation_tests.FurtherOrientQuadrupleTest", "modulename": "causy.orientation_tests", "qualname": "FurtherOrientQuadrupleTest", "kind": "class", "doc": "

Helper class that provides a standard way to create an ABC using\ninheritance.

\n", "bases": "causy.interfaces.IndependenceTestInterface"}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"fullname": "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR", "modulename": "causy.orientation_tests", "qualname": "FurtherOrientQuadrupleTest.GENERATOR", "kind": "variable", "doc": "

\n", "default_value": "<causy.generators.AllCombinationsGenerator object>"}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"fullname": "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING", "modulename": "causy.orientation_tests", "qualname": "FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING", "kind": "variable", "doc": "

\n", "default_value": "1"}, "causy.orientation_tests.FurtherOrientQuadrupleTest.PARALLEL": {"fullname": "causy.orientation_tests.FurtherOrientQuadrupleTest.PARALLEL", "modulename": "causy.orientation_tests", "qualname": "FurtherOrientQuadrupleTest.PARALLEL", "kind": "variable", "doc": "

\n", "default_value": "False"}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"fullname": "causy.orientation_tests.FurtherOrientQuadrupleTest.test", "modulename": "causy.orientation_tests", "qualname": "FurtherOrientQuadrupleTest.test", "kind": "function", "doc": "

Further orientation rule.

\n\n
Parameters
\n\n
    \n
  • nodes: list of nodes
    • \n
  • graph: the current graph\n:returns: list of actions that will be executed on graph
    • \n
\n", "signature": "(\tself,\tnodes: Tuple[str],\tgraph: causy.interfaces.BaseGraphInterface) -> Union[List[causy.interfaces.TestResult], causy.interfaces.TestResult]:", "funcdef": "def"}, "causy.utils": {"fullname": "causy.utils", "modulename": "causy.utils", "kind": "module", "doc": "

\n"}, "causy.utils.logger": {"fullname": "causy.utils.logger", "modulename": "causy.utils", "qualname": "logger", "kind": "variable", "doc": "

\n", "default_value": "<Logger causy.utils (WARNING)>"}, "causy.utils.sum_lists": {"fullname": "causy.utils.sum_lists", "modulename": "causy.utils", "qualname": "sum_lists", "kind": "function", "doc": "
Parameters
\n\n
    \n
  • lists: lists of numbers
    • \n
\n\n
Returns
\n\n
\n

list (sum of lists)

\n
\n", "signature": "(*lists):", "funcdef": "def"}, "causy.utils.backward_substituion": {"fullname": "causy.utils.backward_substituion", "modulename": "causy.utils", "qualname": "backward_substituion", "kind": "function", "doc": "
Parameters
\n\n
    \n
  • R: sympy matrix, nxn-dimensional upper triangular matrix (from QR decomposition)
    • \n
  • b: sympy matrix, n-dimensional vector (b=Q^Tx)
    • \n
  • n: int, dimension
    • \n
\n\n
Returns
\n\n
\n

Matrix, n-dimensional regression coefficient vector

\n
\n", "signature": "(R, b, n):", "funcdef": "def"}, "causy.utils.get_regression_coefficients": {"fullname": "causy.utils.get_regression_coefficients", "modulename": "causy.utils", "qualname": "get_regression_coefficients", "kind": "function", "doc": "
Parameters
\n\n
    \n
  • x: list (length = # of samples), variable
    • \n
  • Z: list of lists (length of outer list = # of samples, length of inner list = # of variables in Z)
    • \n
\n\n
Returns
\n\n
\n

sympy matrix, regression coefficients from regressing x on Z

\n
\n", "signature": "(x, Z):", "funcdef": "def"}, "causy.utils.get_residuals": {"fullname": "causy.utils.get_residuals", "modulename": "causy.utils", "qualname": "get_residuals", "kind": "function", "doc": "
Parameters
\n\n
    \n
  • x: list (length = # of samples), variable
    • \n
  • y: list (length = # of samples), variable
    • \n
  • Z: list of lists (length of outer list = # of samples, length of inner list = # of variables in Z)
    • \n
\n\n
Returns
\n\n
\n

residual \u2013 list (length = # of samples)

\n
\n\n

CAUTION: Z must have full rank\nTODO: add optional check

\n", "signature": "(x, Z):", "funcdef": "def"}, "causy.utils.get_correlation": {"fullname": "causy.utils.get_correlation", "modulename": "causy.utils", "qualname": "get_correlation", "kind": "function", "doc": "

\n", "signature": "(x, y, other_nodes):", "funcdef": "def"}, "causy.utils.get_t_and_critical_t": {"fullname": "causy.utils.get_t_and_critical_t", "modulename": "causy.utils", "qualname": "get_t_and_critical_t", "kind": "function", "doc": "

\n", "signature": "(sample_size, nb_of_control_vars, par_corr, threshold):", "funcdef": "def"}, "causy.utils.serialize_module_name": {"fullname": "causy.utils.serialize_module_name", "modulename": "causy.utils", "qualname": "serialize_module_name", "kind": "function", "doc": "

\n", "signature": "(cls):", "funcdef": "def"}, "causy.utils.load_pipeline_artefact_by_definition": {"fullname": "causy.utils.load_pipeline_artefact_by_definition", "modulename": "causy.utils", "qualname": "load_pipeline_artefact_by_definition", "kind": "function", "doc": "

\n", "signature": "(step):", "funcdef": "def"}, "causy.utils.load_pipeline_steps_by_definition": {"fullname": "causy.utils.load_pipeline_steps_by_definition", "modulename": "causy.utils", "qualname": "load_pipeline_steps_by_definition", "kind": "function", "doc": "

\n", "signature": "(steps):", "funcdef": "def"}, "causy.utils.retrieve_edges": {"fullname": "causy.utils.retrieve_edges", "modulename": "causy.utils", "qualname": "retrieve_edges", "kind": "function", "doc": "

\n", "signature": "(graph):", "funcdef": "def"}, "causy.utils.pearson_correlation": {"fullname": "causy.utils.pearson_correlation", "modulename": "causy.utils", "qualname": "pearson_correlation", "kind": "function", "doc": "

\n", "signature": "(x, y):", "funcdef": "def"}}, "docInfo": {"causy": {"qualname": 0, "fullname": 1, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.algorithms": {"qualname": 0, "fullname": 2, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.algorithms.PC": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 16, "signature": 0, "bases": 0, "doc": 3}, "causy.algorithms.ParallelPC": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 16, "signature": 0, "bases": 0, "doc": 3}, "causy.cli": {"qualname": 0, "fullname": 2, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.cli.app": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.cli.load_json": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 17, "bases": 0, "doc": 3}, "causy.cli.load_algorithm": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 16, "bases": 0, "doc": 3}, "causy.cli.create_pipeline": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 17, "bases": 0, "doc": 3}, "causy.cli.MyJSONEncoder": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 141}, "causy.cli.MyJSONEncoder.default": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 16, "bases": 0, "doc": 81}, "causy.cli.eject": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 27, "bases": 0, "doc": 3}, "causy.cli.execute": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 116, "bases": 0, "doc": 3}, "causy.cli.visualize": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 16, "bases": 0, "doc": 3}, "causy.exit_conditions": {"qualname": 0, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.exit_conditions.ExitOnNoActions": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.exit_conditions.ExitOnNoActions.check": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 35, "bases": 0, "doc": 103}, "causy.generators": {"qualname": 0, "fullname": 2, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.generators.logger": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.generators.AllCombinationsGenerator": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.generators.AllCombinationsGenerator.generate": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 57, "bases": 0, "doc": 3}, "causy.generators.PairsWithNeighboursGenerator": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.generators.PairsWithNeighboursGenerator.__init__": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 63, "bases": 0, "doc": 3}, "causy.generators.PairsWithNeighboursGenerator.shuffle_combinations": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.generators.PairsWithNeighboursGenerator.chunked": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.generators.PairsWithNeighboursGenerator.to_dict": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 3}, "causy.generators.PairsWithNeighboursGenerator.generate": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 57, "bases": 0, "doc": 3}, "causy.graph": {"qualname": 0, "fullname": 2, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.logger": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.Node": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 3}, "causy.graph.Node.__init__": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 39, "bases": 0, "doc": 3}, "causy.graph.Node.name": {"qualname": 2, "fullname": 4, "annotation": 2, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.Node.id": {"qualname": 2, "fullname": 4, "annotation": 2, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.Node.values": {"qualname": 2, "fullname": 4, "annotation": 3, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.UndirectedGraphError": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 2, "doc": 11}, "causy.graph.UndirectedGraph": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.graph.UndirectedGraph.nodes": {"qualname": 2, "fullname": 4, "annotation": 5, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.UndirectedGraph.edges": {"qualname": 2, "fullname": 4, "annotation": 4, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.UndirectedGraph.edge_history": {"qualname": 3, "fullname": 5, "annotation": 6, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.UndirectedGraph.action_history": {"qualname": 3, "fullname": 5, "annotation": 5, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.UndirectedGraph.add_edge": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 61, "bases": 0, "doc": 32}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 71, "bases": 0, "doc": 34}, "causy.graph.UndirectedGraph.add_edge_history": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 41, "bases": 0, "doc": 3}, "causy.graph.UndirectedGraph.remove_edge": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 51, "bases": 0, "doc": 32}, "causy.graph.UndirectedGraph.remove_directed_edge": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 51, "bases": 0, "doc": 32}, "causy.graph.UndirectedGraph.update_edge": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 61, "bases": 0, "doc": 32}, "causy.graph.UndirectedGraph.update_directed_edge": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 61, "bases": 0, "doc": 32}, "causy.graph.UndirectedGraph.edge_exists": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 51, "bases": 0, "doc": 59}, "causy.graph.UndirectedGraph.directed_edge_exists": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 51, "bases": 0, "doc": 58}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"qualname": 5, "fullname": 7, "annotation": 0, "default_value": 0, "signature": 51, "bases": 0, "doc": 63}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 51, "bases": 0, "doc": 111}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 51, "bases": 0, "doc": 117}, "causy.graph.UndirectedGraph.edge_value": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 51, "bases": 0, "doc": 3}, "causy.graph.UndirectedGraph.add_node": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 55, "bases": 0, "doc": 49}, "causy.graph.UndirectedGraph.directed_path_exists": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 51, "bases": 0, "doc": 50}, "causy.graph.UndirectedGraph.directed_paths": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 51, "bases": 0, "doc": 44}, "causy.graph.UndirectedGraph.inducing_path_exists": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 51, "bases": 0, "doc": 72}, "causy.graph.unpack_run": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 3}, "causy.graph.AbstractGraphModel": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 5, "doc": 16}, "causy.graph.AbstractGraphModel.__init__": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 54, "bases": 0, "doc": 3}, "causy.graph.AbstractGraphModel.pipeline_steps": {"qualname": 3, "fullname": 5, "annotation": 4, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.AbstractGraphModel.graph": {"qualname": 2, "fullname": 4, "annotation": 4, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.AbstractGraphModel.pool": {"qualname": 2, "fullname": 4, "annotation": 17, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"qualname": 5, "fullname": 7, "annotation": 0, "default_value": 0, "signature": 37, "bases": 0, "doc": 27}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"qualname": 5, "fullname": 7, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 9}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 22}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 32, "bases": 0, "doc": 31}, "causy.graph.graph_model_factory": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 64, "bases": 0, "doc": 43}, "causy.graph.Loop": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.graph.Loop.__init__": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 72, "bases": 0, "doc": 3}, "causy.graph.Loop.execute": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 57, "bases": 0, "doc": 3}, "causy.graph.Loop.pipeline_steps": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.Loop.exit_condition": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.graph.Loop.serialize": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 14, "bases": 0, "doc": 3}, "causy.independence_tests": {"qualname": 0, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.logger": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 9, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.CalculateCorrelations": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"qualname": 5, "fullname": 8, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.CalculateCorrelations.PARALLEL": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.CalculateCorrelations.test": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 63, "bases": 0, "doc": 49}, "causy.independence_tests.CorrelationCoefficientTest": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"qualname": 5, "fullname": 8, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.CorrelationCoefficientTest.PARALLEL": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.CorrelationCoefficientTest.test": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 69, "bases": 0, "doc": 49}, "causy.independence_tests.PartialCorrelationTest": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"qualname": 5, "fullname": 8, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.PartialCorrelationTest.PARALLEL": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.PartialCorrelationTest.test": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 73, "bases": 0, "doc": 129}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"qualname": 5, "fullname": 8, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.PARALLEL": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 73, "bases": 0, "doc": 88}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"qualname": 5, "fullname": 8, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.PARALLEL": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 69, "bases": 0, "doc": 82}, "causy.independence_tests.PlaceholderTest": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"qualname": 5, "fullname": 8, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"qualname": 5, "fullname": 8, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.PlaceholderTest.PARALLEL": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.independence_tests.PlaceholderTest.test": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 89, "bases": 0, "doc": 29}, "causy.interfaces": {"qualname": 0, "fullname": 2, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.logger": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.DEFAULT_THRESHOLD": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 2, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.AS_MANY_AS_FIELDS": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.ComparisonSettings": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.ComparisonSettings.__init__": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 38, "bases": 0, "doc": 3}, "causy.interfaces.ComparisonSettings.min": {"qualname": 2, "fullname": 4, "annotation": 2, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.ComparisonSettings.max": {"qualname": 2, "fullname": 4, "annotation": 2, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.ComparisonSettings.serialize": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 3}, "causy.interfaces.NodeInterface": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.NodeInterface.name": {"qualname": 2, "fullname": 4, "annotation": 2, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.NodeInterface.id": {"qualname": 2, "fullname": 4, "annotation": 2, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.NodeInterface.values": {"qualname": 2, "fullname": 4, "annotation": 2, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.NodeInterface.to_dict": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 3}, "causy.interfaces.TestResultAction": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 2, "doc": 11}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 13, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 11, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 13, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.TestResultAction.DO_NOTHING": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 11, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 13, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.TestResult": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.TestResult.__init__": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 91, "bases": 0, "doc": 3}, "causy.interfaces.TestResult.x": {"qualname": 2, "fullname": 4, "annotation": 4, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.TestResult.y": {"qualname": 2, "fullname": 4, "annotation": 4, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.TestResult.action": {"qualname": 2, "fullname": 4, "annotation": 4, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.TestResult.data": {"qualname": 2, "fullname": 4, "annotation": 2, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.TestResult.to_dict": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 2, "doc": 16}, "causy.interfaces.BaseGraphInterface.nodes": {"qualname": 2, "fullname": 4, "annotation": 5, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface.edges": {"qualname": 2, "fullname": 4, "annotation": 4, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 64, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 41, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface.add_edge": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 26, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface.remove_edge": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 21, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 21, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface.update_edge": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 26, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface.add_node": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 21, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface.edge_value": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 21, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 21, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 21, "bases": 0, "doc": 3}, "causy.interfaces.BaseGraphInterface.edge_exists": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 21, "bases": 0, "doc": 3}, "causy.interfaces.GraphModelInterface": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 2, "doc": 16}, "causy.interfaces.GraphModelInterface.pool": {"qualname": 2, "fullname": 4, "annotation": 17, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"qualname": 5, "fullname": 7, "annotation": 0, "default_value": 0, "signature": 27, "bases": 0, "doc": 3}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 3}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"qualname": 4, "fullname": 6, "annotation": 0, "default_value": 0, "signature": 16, "bases": 0, "doc": 3}, "causy.interfaces.GeneratorInterface": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 2, "doc": 16}, "causy.interfaces.GeneratorInterface.comparison_settings": {"qualname": 3, "fullname": 5, "annotation": 4, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.GeneratorInterface.chunked": {"qualname": 2, "fullname": 4, "annotation": 2, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.GeneratorInterface.generate": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 47, "bases": 0, "doc": 3}, "causy.interfaces.GeneratorInterface.serialize": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 14, "bases": 0, "doc": 3}, "causy.interfaces.IndependenceTestInterface": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 2, "doc": 16}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"qualname": 5, "fullname": 7, "annotation": 2, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.IndependenceTestInterface.GENERATOR": {"qualname": 2, "fullname": 4, "annotation": 4, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"qualname": 5, "fullname": 7, "annotation": 2, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.IndependenceTestInterface.PARALLEL": {"qualname": 2, "fullname": 4, "annotation": 2, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.IndependenceTestInterface.threshold": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.interfaces.IndependenceTestInterface.test": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 69, "bases": 0, "doc": 44}, "causy.interfaces.IndependenceTestInterface.serialize": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 14, "bases": 0, "doc": 3}, "causy.interfaces.LogicStepInterface": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 2, "doc": 16}, "causy.interfaces.LogicStepInterface.execute": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 47, "bases": 0, "doc": 3}, "causy.interfaces.LogicStepInterface.serialize": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 14, "bases": 0, "doc": 3}, "causy.interfaces.ExitConditionInterface": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 2, "doc": 16}, "causy.interfaces.ExitConditionInterface.check": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 89, "bases": 0, "doc": 54}, "causy.interfaces.ExitConditionInterface.serialize": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 3}, "causy.orientation_tests": {"qualname": 0, "fullname": 3, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.ColliderTest": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.orientation_tests.ColliderTest.GENERATOR": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"qualname": 5, "fullname": 8, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.ColliderTest.PARALLEL": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.ColliderTest.test": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 89, "bases": 0, "doc": 120}, "causy.orientation_tests.NonColliderTest": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"qualname": 5, "fullname": 8, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.NonColliderTest.PARALLEL": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.NonColliderTest.test": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 89, "bases": 0, "doc": 63}, "causy.orientation_tests.FurtherOrientTripleTest": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"qualname": 5, "fullname": 8, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.FurtherOrientTripleTest.PARALLEL": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 89, "bases": 0, "doc": 39}, "causy.orientation_tests.OrientQuadrupleTest": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"qualname": 5, "fullname": 8, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.OrientQuadrupleTest.PARALLEL": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.OrientQuadrupleTest.test": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 89, "bases": 0, "doc": 39}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"qualname": 1, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 0, "bases": 3, "doc": 16}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"qualname": 5, "fullname": 8, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.FurtherOrientQuadrupleTest.PARALLEL": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 1, "signature": 0, "bases": 0, "doc": 3}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"qualname": 2, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 89, "bases": 0, "doc": 39}, "causy.utils": {"qualname": 0, "fullname": 2, "annotation": 0, "default_value": 0, "signature": 0, "bases": 0, "doc": 3}, "causy.utils.logger": {"qualname": 1, "fullname": 3, "annotation": 0, "default_value": 8, "signature": 0, "bases": 0, "doc": 3}, "causy.utils.sum_lists": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 13, "bases": 0, "doc": 29}, "causy.utils.backward_substituion": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 21, "bases": 0, "doc": 58}, "causy.utils.get_regression_coefficients": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 16, "bases": 0, "doc": 61}, "causy.utils.get_residuals": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 16, "bases": 0, "doc": 83}, "causy.utils.get_correlation": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 22, "bases": 0, "doc": 3}, "causy.utils.get_t_and_critical_t": {"qualname": 5, "fullname": 7, "annotation": 0, "default_value": 0, "signature": 31, "bases": 0, "doc": 3}, "causy.utils.serialize_module_name": {"qualname": 3, "fullname": 5, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 3}, "causy.utils.load_pipeline_artefact_by_definition": {"qualname": 5, "fullname": 7, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 3}, "causy.utils.load_pipeline_steps_by_definition": {"qualname": 5, "fullname": 7, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 3}, "causy.utils.retrieve_edges": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 11, "bases": 0, "doc": 3}, "causy.utils.pearson_correlation": {"qualname": 2, "fullname": 4, "annotation": 0, "default_value": 0, "signature": 16, "bases": 0, "doc": 3}}, "length": 210, "save": true}, "index": {"qualname": {"root": {"docs": {"causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}, "causy.graph.Node.__init__": {"tf": 1}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}, "causy.interfaces.ComparisonSettings.__init__": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}}, "df": 6, "p": {"docs": {}, "df": 0, "c": {"docs": {"causy.algorithms.PC": {"tf": 1}}, "df": 1}, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {"causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.PARALLEL": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.PARALLEL": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.PARALLEL": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.PARALLEL": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.PARALLEL": {"tf": 1}}, "df": 24, "p": {"docs": {}, "df": 0, "c": {"docs": {"causy.algorithms.ParallelPC": {"tf": 1}}, "df": 1}}}}}}}, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}}, "i": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "w": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.shuffle_combinations": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.chunked": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.to_dict": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1}}, "df": 6}}}}}}}}}}}}}}}}}}}}}}}}}}, "t": {"docs": {}, "df": 0, "h": {"docs": {"causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}}, "df": 2, "s": {"docs": {"causy.graph.UndirectedGraph.directed_paths": {"tf": 1}}, "df": 1}}}}, "i": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.create_pipeline": {"tf": 1}, "causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.Loop.pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1}, "causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}}, "df": 9}}}}}}}, "o": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}}, "s": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}}, "df": 1}}}}}}}, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}}, "df": 12}}}}}}}}}, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}, "e": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.pearson_correlation": {"tf": 1}}, "df": 1}}}}}}}, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "p": {"docs": {"causy.cli.app": {"tf": 1}}, "df": 1}}, "l": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "m": {"docs": {"causy.cli.load_algorithm": {"tf": 1}}, "df": 1}}}}}}}, "l": {"docs": {"causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}}, "df": 1, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.AllCombinationsGenerator.generate": {"tf": 1}}, "df": 2}}}}}}}}}}}}}}}}}}}}}}}, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraph.action_history": {"tf": 1}, "causy.interfaces.TestResult.action": {"tf": 1}}, "df": 2}}}}}, "d": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 1}}, "df": 6}}, "b": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {"causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.graph": {"tf": 1}, "causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}}, "df": 9}}}}}}}}}}}}}}}}}, "s": {"docs": {"causy.interfaces.AS_MANY_AS_FIELDS": {"tf": 1.4142135623730951}}, "df": 1}, "n": {"docs": {}, "df": 0, "d": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}}, "df": 1}}}}}}}}, "l": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "d": {"docs": {"causy.cli.load_json": {"tf": 1}, "causy.cli.load_algorithm": {"tf": 1}, "causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}}, "df": 4}}, "g": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.generators.logger": {"tf": 1}, "causy.graph.logger": {"tf": 1}, "causy.independence_tests.logger": {"tf": 1}, "causy.interfaces.logger": {"tf": 1}, "causy.utils.logger": {"tf": 1}}, "df": 5}}}, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}, "causy.interfaces.LogicStepInterface.serialize": {"tf": 1}}, "df": 3}}}}}}}}}}}}}}}}, "o": {"docs": {}, "df": 0, "p": {"docs": {"causy.graph.Loop": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}, "causy.graph.Loop.execute": {"tf": 1}, "causy.graph.Loop.pipeline_steps": {"tf": 1}, "causy.graph.Loop.exit_condition": {"tf": 1}, "causy.graph.Loop.serialize": {"tf": 1}}, "df": 6}}}, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "s": {"docs": {"causy.utils.sum_lists": {"tf": 1}}, "df": 1}}}}}, "j": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.cli.load_json": {"tf": 1}}, "df": 1}}}}, "c": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.create_pipeline": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}}, "df": 4}}}}, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}}}}}}, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "k": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 2}}}, "u": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "k": {"docs": {"causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}}, "df": 12, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.generators.PairsWithNeighboursGenerator.chunked": {"tf": 1}, "causy.interfaces.GeneratorInterface.chunked": {"tf": 1}}, "df": 2}}}}}}, "o": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {"causy.generators.PairsWithNeighboursGenerator.shuffle_combinations": {"tf": 1}}, "df": 1}}}}}}}}}, "p": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}}, "df": 3, "s": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "s": {"docs": {"causy.interfaces.ComparisonSettings": {"tf": 1}, "causy.interfaces.ComparisonSettings.__init__": {"tf": 1}, "causy.interfaces.ComparisonSettings.min": {"tf": 1}, "causy.interfaces.ComparisonSettings.max": {"tf": 1}, "causy.interfaces.ComparisonSettings.serialize": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.Loop.exit_condition": {"tf": 1}}, "df": 1}}}}}}}, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.get_correlation": {"tf": 1}, "causy.utils.pearson_correlation": {"tf": 1}}, "df": 2, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.PARALLEL": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}}}}}}, "l": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}, "e": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "s": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}}, "df": 1}}}}}}}}}}}, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {"causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.PARALLEL": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}}}, "m": {"docs": {}, "df": 0, "y": {"docs": {}, "df": 0, "j": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 2}}}}}}}}}}}}, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {"causy.graph.graph_model_factory": {"tf": 1}}, "df": 1}}, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.utils.serialize_module_name": {"tf": 1}}, "df": 1}}}}}, "a": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "y": {"docs": {"causy.interfaces.AS_MANY_AS_FIELDS": {"tf": 1}}, "df": 1}}, "x": {"docs": {"causy.interfaces.ComparisonSettings.max": {"tf": 1}}, "df": 1}}, "i": {"docs": {}, "df": 0, "n": {"docs": {"causy.interfaces.ComparisonSettings.min": {"tf": 1}}, "df": 1}}}, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.interfaces.DEFAULT_THRESHOLD": {"tf": 1}}, "df": 2}}}}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}}, "df": 2}}}}}}}}}, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.generators.PairsWithNeighboursGenerator.to_dict": {"tf": 1}, "causy.interfaces.NodeInterface.to_dict": {"tf": 1}, "causy.interfaces.TestResult.to_dict": {"tf": 1}}, "df": 3}}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}}, "df": 10}}}}}}}, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "a": {"docs": {"causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.interfaces.TestResult.data": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}}, "df": 3}}}, "o": {"docs": {"causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1}}, "df": 1}}, "e": {"docs": {}, "df": 0, "j": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.eject": {"tf": 1}}, "df": 1}}}}, "x": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.execute": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.Loop.execute": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}}, "df": 7}}}}}, "i": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.Loop.exit_condition": {"tf": 1}}, "df": 1, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}}, "df": 2}}}}}}}}}}}, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.interfaces.ExitConditionInterface.serialize": {"tf": 1}}, "df": 3}}}}}}}}}}}}}}}}}}}, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "s": {"docs": {"causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 1}}, "df": 10}}}}, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}, "m": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "x": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}, "d": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 1}}, "df": 28, "s": {"docs": {"causy.graph.UndirectedGraph.edges": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edges": {"tf": 1}, "causy.utils.retrieve_edges": {"tf": 1}}, "df": 4}}}}, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "s": {"docs": {"causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}}, "df": 2}}}}}}}}, "v": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "z": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.visualize": {"tf": 1}}, "df": 1}}}}}}}}, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.edge_value": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 1}}, "df": 2, "s": {"docs": {"causy.graph.Node.values": {"tf": 1}, "causy.interfaces.NodeInterface.values": {"tf": 1}}, "df": 2}}}}}}, "g": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.generators.AllCombinationsGenerator.generate": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}}, "df": 3}, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.GENERATOR": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}}, "df": 11, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1}, "causy.interfaces.GeneratorInterface.chunked": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}, "causy.interfaces.GeneratorInterface.serialize": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}, "t": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}, "causy.utils.get_correlation": {"tf": 1}, "causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 4}}, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {"causy.graph.AbstractGraphModel.graph": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}}, "df": 4, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {"causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}, "causy.graph.Node.__init__": {"tf": 1}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}, "causy.interfaces.ComparisonSettings.__init__": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}}, "df": 6}}, "d": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}}, "df": 1}}}}}, "e": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.GENERATOR": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.PARALLEL": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.threshold": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.serialize": {"tf": 1}}, "df": 8}}}}}}}}}}}}}}}}}}}}}}}}, "d": {"docs": {"causy.graph.Node.id": {"tf": 1}, "causy.interfaces.NodeInterface.id": {"tf": 1}}, "df": 2}}, "s": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.generators.PairsWithNeighboursGenerator.shuffle_combinations": {"tf": 1}}, "df": 1}}}}}}, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "p": {"docs": {"causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1}}, "df": 2, "s": {"docs": {"causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.Loop.pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}}, "df": 5}}}}, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "z": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.Loop.serialize": {"tf": 1}, "causy.interfaces.ComparisonSettings.serialize": {"tf": 1}, "causy.interfaces.GeneratorInterface.serialize": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.serialize": {"tf": 1}, "causy.interfaces.LogicStepInterface.serialize": {"tf": 1}, "causy.interfaces.ExitConditionInterface.serialize": {"tf": 1}, "causy.utils.serialize_module_name": {"tf": 1}}, "df": 7}}}}}}}, "t": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "s": {"docs": {"causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1}}, "df": 1}}}}}}}, "i": {"docs": {}, "df": 0, "z": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}}, "df": 12}}}, "u": {"docs": {}, "df": 0, "m": {"docs": {"causy.utils.sum_lists": {"tf": 1}}, "df": 1}, "b": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1}}}}}}}}}}}, "t": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1.4142135623730951}}, "df": 1, "o": {"docs": {"causy.generators.PairsWithNeighboursGenerator.to_dict": {"tf": 1}, "causy.interfaces.NodeInterface.to_dict": {"tf": 1}, "causy.interfaces.TestResult.to_dict": {"tf": 1}}, "df": 3}, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 12, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "t": {"docs": {"causy.interfaces.TestResult": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}, "causy.interfaces.TestResult.x": {"tf": 1}, "causy.interfaces.TestResult.y": {"tf": 1}, "causy.interfaces.TestResult.action": {"tf": 1}, "causy.interfaces.TestResult.data": {"tf": 1}, "causy.interfaces.TestResult.to_dict": {"tf": 1}}, "df": 7, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.interfaces.TestResultAction": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}}, "df": 6}}}}}}}}}}}}}}}, "h": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "d": {"docs": {"causy.interfaces.DEFAULT_THRESHOLD": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.threshold": {"tf": 1}}, "df": 2}}}}}}}}}, "n": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.Node": {"tf": 1}, "causy.graph.Node.__init__": {"tf": 1}, "causy.graph.Node.name": {"tf": 1}, "causy.graph.Node.id": {"tf": 1}, "causy.graph.Node.values": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 1}}, "df": 7, "s": {"docs": {"causy.graph.UndirectedGraph.nodes": {"tf": 1}, "causy.interfaces.BaseGraphInterface.nodes": {"tf": 1}}, "df": 2}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.NodeInterface": {"tf": 1}, "causy.interfaces.NodeInterface.name": {"tf": 1}, "causy.interfaces.NodeInterface.id": {"tf": 1}, "causy.interfaces.NodeInterface.values": {"tf": 1}, "causy.interfaces.NodeInterface.to_dict": {"tf": 1}}, "df": 5}}}}}}}}}}}, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1}}, "df": 1}}}}}, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}, "a": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.Node.name": {"tf": 1}, "causy.interfaces.NodeInterface.name": {"tf": 1}, "causy.utils.serialize_module_name": {"tf": 1}}, "df": 3}}}, "u": {"docs": {}, "df": 0, "m": {"docs": {"causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}}, "df": 2}}}, "u": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}}, "df": 3, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {"causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.UndirectedGraph.nodes": {"tf": 1}, "causy.graph.UndirectedGraph.edges": {"tf": 1}, "causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.action_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}}, "df": 22, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.graph.UndirectedGraphError": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}}}, "p": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "k": {"docs": {"causy.graph.unpack_run": {"tf": 1}}, "df": 1}}}}}, "p": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1}}, "df": 5}}}}}}, "h": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "y": {"docs": {"causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.action_history": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}}, "df": 6}}}}}}}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.utils.retrieve_edges": {"tf": 1}}, "df": 3}}}}}}, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}}, "df": 6}}}}, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}}, "df": 1}}}}}}}}, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "s": {"docs": {"causy.utils.get_residuals": {"tf": 1}}, "df": 1}}}}}}}}, "u": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.unpack_run": {"tf": 1}}, "df": 1}}}, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "y": {"docs": {"causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}}, "df": 1}}}, "f": {"docs": {"causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}}, "df": 2}, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "q": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}, "b": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 1}}}}}}}}}, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.BaseGraphInterface.nodes": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edges": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 1}}, "df": 14}}}}}}}}}}}}}}}}, "c": {"docs": {}, "df": 0, "k": {"docs": {}, "df": 0, "w": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "d": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1}}}}}}}, "y": {"docs": {"causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}}, "df": 2}}, "f": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "m": {"docs": {"causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}}, "df": 2}}}, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "y": {"docs": {"causy.graph.graph_model_factory": {"tf": 1}}, "df": 1}}}}}}, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "s": {"docs": {"causy.interfaces.AS_MANY_AS_FIELDS": {"tf": 1}}, "df": 1}}}}}, "u": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}, "q": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}}}}}}}}, "x": {"docs": {"causy.interfaces.TestResult.x": {"tf": 1}}, "df": 1}, "y": {"docs": {"causy.interfaces.TestResult.y": {"tf": 1}}, "df": 1}}}, "fullname": {"root": {"docs": {"causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}, "causy.graph.Node.__init__": {"tf": 1}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}, "causy.interfaces.ComparisonSettings.__init__": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}}, "df": 6, "c": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "y": {"docs": {"causy": {"tf": 1}, "causy.algorithms": {"tf": 1}, "causy.algorithms.PC": {"tf": 1}, "causy.algorithms.ParallelPC": {"tf": 1}, "causy.cli": {"tf": 1}, "causy.cli.app": {"tf": 1}, "causy.cli.load_json": {"tf": 1}, "causy.cli.load_algorithm": {"tf": 1}, "causy.cli.create_pipeline": {"tf": 1}, "causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.cli.eject": {"tf": 1}, "causy.cli.execute": {"tf": 1}, "causy.cli.visualize": {"tf": 1}, "causy.exit_conditions": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.generators": {"tf": 1}, "causy.generators.logger": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.AllCombinationsGenerator.generate": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.shuffle_combinations": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.chunked": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.to_dict": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1}, "causy.graph": {"tf": 1}, "causy.graph.logger": {"tf": 1}, "causy.graph.Node": {"tf": 1}, "causy.graph.Node.__init__": {"tf": 1}, "causy.graph.Node.name": {"tf": 1}, "causy.graph.Node.id": {"tf": 1}, "causy.graph.Node.values": {"tf": 1}, "causy.graph.UndirectedGraphError": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.UndirectedGraph.nodes": {"tf": 1}, "causy.graph.UndirectedGraph.edges": {"tf": 1}, "causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.action_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.graph.unpack_run": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.graph": {"tf": 1}, "causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}, "causy.graph.Loop.execute": {"tf": 1}, "causy.graph.Loop.pipeline_steps": {"tf": 1}, "causy.graph.Loop.exit_condition": {"tf": 1}, "causy.graph.Loop.serialize": {"tf": 1}, "causy.independence_tests": {"tf": 1}, "causy.independence_tests.logger": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.PARALLEL": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.PARALLEL": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces": {"tf": 1}, "causy.interfaces.logger": {"tf": 1}, "causy.interfaces.DEFAULT_THRESHOLD": {"tf": 1}, "causy.interfaces.AS_MANY_AS_FIELDS": {"tf": 1}, "causy.interfaces.ComparisonSettings": {"tf": 1}, "causy.interfaces.ComparisonSettings.__init__": {"tf": 1}, "causy.interfaces.ComparisonSettings.min": {"tf": 1}, "causy.interfaces.ComparisonSettings.max": {"tf": 1}, "causy.interfaces.ComparisonSettings.serialize": {"tf": 1}, "causy.interfaces.NodeInterface": {"tf": 1}, "causy.interfaces.NodeInterface.name": {"tf": 1}, "causy.interfaces.NodeInterface.id": {"tf": 1}, "causy.interfaces.NodeInterface.values": {"tf": 1}, "causy.interfaces.NodeInterface.to_dict": {"tf": 1}, "causy.interfaces.TestResultAction": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResult": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}, "causy.interfaces.TestResult.x": {"tf": 1}, "causy.interfaces.TestResult.y": {"tf": 1}, "causy.interfaces.TestResult.action": {"tf": 1}, "causy.interfaces.TestResult.data": {"tf": 1}, "causy.interfaces.TestResult.to_dict": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.BaseGraphInterface.nodes": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edges": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1}, "causy.interfaces.GeneratorInterface.chunked": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}, "causy.interfaces.GeneratorInterface.serialize": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.GENERATOR": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.PARALLEL": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.threshold": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.serialize": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}, "causy.interfaces.LogicStepInterface.serialize": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.interfaces.ExitConditionInterface.serialize": {"tf": 1}, "causy.orientation_tests": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}, "causy.utils": {"tf": 1}, "causy.utils.logger": {"tf": 1}, "causy.utils.sum_lists": {"tf": 1}, "causy.utils.backward_substituion": {"tf": 1}, "causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}, "causy.utils.get_correlation": {"tf": 1}, "causy.utils.get_t_and_critical_t": {"tf": 1}, "causy.utils.serialize_module_name": {"tf": 1}, "causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}, "causy.utils.retrieve_edges": {"tf": 1}, "causy.utils.pearson_correlation": {"tf": 1}}, "df": 210}}}, "l": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {"causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.PARALLEL": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}}, "l": {"docs": {}, "df": 0, "i": {"docs": {"causy.cli": {"tf": 1}, "causy.cli.app": {"tf": 1}, "causy.cli.load_json": {"tf": 1}, "causy.cli.load_algorithm": {"tf": 1}, "causy.cli.create_pipeline": {"tf": 1}, "causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.cli.eject": {"tf": 1}, "causy.cli.execute": {"tf": 1}, "causy.cli.visualize": {"tf": 1}}, "df": 10}}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.create_pipeline": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}}, "df": 4}}}}, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}}}}}}, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.Loop.exit_condition": {"tf": 1}}, "df": 1, "s": {"docs": {"causy.exit_conditions": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}}, "df": 3}}}}}}}}, "m": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {"causy.generators.PairsWithNeighboursGenerator.shuffle_combinations": {"tf": 1}}, "df": 1}}}}}}}}}, "p": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}}, "df": 3, "s": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "s": {"docs": {"causy.interfaces.ComparisonSettings": {"tf": 1}, "causy.interfaces.ComparisonSettings.__init__": {"tf": 1}, "causy.interfaces.ComparisonSettings.min": {"tf": 1}, "causy.interfaces.ComparisonSettings.max": {"tf": 1}, "causy.interfaces.ComparisonSettings.serialize": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.get_correlation": {"tf": 1}, "causy.utils.pearson_correlation": {"tf": 1}}, "df": 2, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.PARALLEL": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}}}}}}, "l": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}, "e": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "s": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}}, "df": 1}}}}}}}}}}}, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "k": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 2}}}, "u": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "k": {"docs": {"causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}}, "df": 12, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.generators.PairsWithNeighboursGenerator.chunked": {"tf": 1}, "causy.interfaces.GeneratorInterface.chunked": {"tf": 1}}, "df": 2}}}}}}}, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "m": {"docs": {"causy.cli.load_algorithm": {"tf": 1}}, "df": 1, "s": {"docs": {"causy.algorithms": {"tf": 1}, "causy.algorithms.PC": {"tf": 1}, "causy.algorithms.ParallelPC": {"tf": 1}}, "df": 3}}}}}}}}, "l": {"docs": {"causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}}, "df": 1, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.AllCombinationsGenerator.generate": {"tf": 1}}, "df": 2}}}}}}}}}}}}}}}}}}}}}}}, "p": {"docs": {}, "df": 0, "p": {"docs": {"causy.cli.app": {"tf": 1}}, "df": 1}}, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraph.action_history": {"tf": 1}, "causy.interfaces.TestResult.action": {"tf": 1}}, "df": 2}}}}}, "d": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 1}}, "df": 6}}, "b": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {"causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.graph": {"tf": 1}, "causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}}, "df": 9}}}}}}}}}}}}}}}}}, "s": {"docs": {"causy.interfaces.AS_MANY_AS_FIELDS": {"tf": 1.4142135623730951}}, "df": 1}, "n": {"docs": {}, "df": 0, "d": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}}, "df": 1}}}}}}}}, "p": {"docs": {}, "df": 0, "c": {"docs": {"causy.algorithms.PC": {"tf": 1}}, "df": 1}, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {"causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.PARALLEL": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.PARALLEL": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.PARALLEL": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.PARALLEL": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.PARALLEL": {"tf": 1}}, "df": 24, "p": {"docs": {}, "df": 0, "c": {"docs": {"causy.algorithms.ParallelPC": {"tf": 1}}, "df": 1}}}}}}}, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}}, "i": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "w": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.shuffle_combinations": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.chunked": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.to_dict": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1}}, "df": 6}}}}}}}}}}}}}}}}}}}}}}}}}}, "t": {"docs": {}, "df": 0, "h": {"docs": {"causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}}, "df": 2, "s": {"docs": {"causy.graph.UndirectedGraph.directed_paths": {"tf": 1}}, "df": 1}}}}, "i": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.create_pipeline": {"tf": 1}, "causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.Loop.pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1}, "causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}}, "df": 9}}}}}}}, "o": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}}, "s": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}}, "df": 1}}}}}}}, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}}, "df": 12}}}}}}}}}, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}, "e": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.pearson_correlation": {"tf": 1}}, "df": 1}}}}}}}, "l": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "d": {"docs": {"causy.cli.load_json": {"tf": 1}, "causy.cli.load_algorithm": {"tf": 1}, "causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}}, "df": 4}}, "g": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.generators.logger": {"tf": 1}, "causy.graph.logger": {"tf": 1}, "causy.independence_tests.logger": {"tf": 1}, "causy.interfaces.logger": {"tf": 1}, "causy.utils.logger": {"tf": 1}}, "df": 5}}}, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}, "causy.interfaces.LogicStepInterface.serialize": {"tf": 1}}, "df": 3}}}}}}}}}}}}}}}}, "o": {"docs": {}, "df": 0, "p": {"docs": {"causy.graph.Loop": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}, "causy.graph.Loop.execute": {"tf": 1}, "causy.graph.Loop.pipeline_steps": {"tf": 1}, "causy.graph.Loop.exit_condition": {"tf": 1}, "causy.graph.Loop.serialize": {"tf": 1}}, "df": 6}}}, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "s": {"docs": {"causy.utils.sum_lists": {"tf": 1}}, "df": 1}}}}}, "j": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.cli.load_json": {"tf": 1}}, "df": 1}}}}, "m": {"docs": {}, "df": 0, "y": {"docs": {}, "df": 0, "j": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 2}}}}}}}}}}}}, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {"causy.graph.graph_model_factory": {"tf": 1}}, "df": 1}}, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.utils.serialize_module_name": {"tf": 1}}, "df": 1}}}}}, "a": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "y": {"docs": {"causy.interfaces.AS_MANY_AS_FIELDS": {"tf": 1}}, "df": 1}}, "x": {"docs": {"causy.interfaces.ComparisonSettings.max": {"tf": 1}}, "df": 1}}, "i": {"docs": {}, "df": 0, "n": {"docs": {"causy.interfaces.ComparisonSettings.min": {"tf": 1}}, "df": 1}}}, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.interfaces.DEFAULT_THRESHOLD": {"tf": 1}}, "df": 2}}}}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}}, "df": 2}}}}}}}}}, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.generators.PairsWithNeighboursGenerator.to_dict": {"tf": 1}, "causy.interfaces.NodeInterface.to_dict": {"tf": 1}, "causy.interfaces.TestResult.to_dict": {"tf": 1}}, "df": 3}}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}}, "df": 10}}}}}}}, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "a": {"docs": {"causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.interfaces.TestResult.data": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}}, "df": 3}}}, "o": {"docs": {"causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1}}, "df": 1}}, "e": {"docs": {}, "df": 0, "j": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.eject": {"tf": 1}}, "df": 1}}}}, "x": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.execute": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.Loop.execute": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}}, "df": 7}}}}}, "i": {"docs": {}, "df": 0, "t": {"docs": {"causy.exit_conditions": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.Loop.exit_condition": {"tf": 1}}, "df": 4, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}}, "df": 2}}}}}}}}}}}, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.interfaces.ExitConditionInterface.serialize": {"tf": 1}}, "df": 3}}}}}}}}}}}}}}}}}}}, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "s": {"docs": {"causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 1}}, "df": 10}}}}, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}, "m": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "x": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}, "d": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 1}}, "df": 28, "s": {"docs": {"causy.graph.UndirectedGraph.edges": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edges": {"tf": 1}, "causy.utils.retrieve_edges": {"tf": 1}}, "df": 4}}}}, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "s": {"docs": {"causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}}, "df": 2}}}}}}}}, "v": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "z": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.visualize": {"tf": 1}}, "df": 1}}}}}}}}, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.edge_value": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 1}}, "df": 2, "s": {"docs": {"causy.graph.Node.values": {"tf": 1}, "causy.interfaces.NodeInterface.values": {"tf": 1}}, "df": 2}}}}}}, "g": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.GENERATOR": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}}, "df": 11, "s": {"docs": {"causy.generators": {"tf": 1}, "causy.generators.logger": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.AllCombinationsGenerator.generate": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.shuffle_combinations": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.chunked": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.to_dict": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1}}, "df": 10}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1}, "causy.interfaces.GeneratorInterface.chunked": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}, "causy.interfaces.GeneratorInterface.serialize": {"tf": 1}}, "df": 5}}}}}}}}}}}, "e": {"docs": {"causy.generators.AllCombinationsGenerator.generate": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}}, "df": 3}}}}}}, "t": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}, "causy.utils.get_correlation": {"tf": 1}, "causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 4}}, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {"causy.graph": {"tf": 1}, "causy.graph.logger": {"tf": 1}, "causy.graph.Node": {"tf": 1}, "causy.graph.Node.__init__": {"tf": 1}, "causy.graph.Node.name": {"tf": 1}, "causy.graph.Node.id": {"tf": 1}, "causy.graph.Node.values": {"tf": 1}, "causy.graph.UndirectedGraphError": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.UndirectedGraph.nodes": {"tf": 1}, "causy.graph.UndirectedGraph.edges": {"tf": 1}, "causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.action_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.graph.unpack_run": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.graph": {"tf": 1.4142135623730951}, "causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1.4142135623730951}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1.4142135623730951}, "causy.graph.Loop": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}, "causy.graph.Loop.execute": {"tf": 1}, "causy.graph.Loop.pipeline_steps": {"tf": 1}, "causy.graph.Loop.exit_condition": {"tf": 1}, "causy.graph.Loop.serialize": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}}, "df": 48, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {"causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}, "causy.graph.Node.__init__": {"tf": 1}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}, "causy.interfaces.ComparisonSettings.__init__": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}}, "df": 6}}, "d": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}}, "df": 1}}}}}, "e": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests": {"tf": 1}, "causy.independence_tests.logger": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.PARALLEL": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.PARALLEL": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}}, "df": 32, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.GENERATOR": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.PARALLEL": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.threshold": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.serialize": {"tf": 1}}, "df": 8}}}}}}}}}}}}}}}}}}}}}}}, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.interfaces": {"tf": 1}, "causy.interfaces.logger": {"tf": 1}, "causy.interfaces.DEFAULT_THRESHOLD": {"tf": 1}, "causy.interfaces.AS_MANY_AS_FIELDS": {"tf": 1}, "causy.interfaces.ComparisonSettings": {"tf": 1}, "causy.interfaces.ComparisonSettings.__init__": {"tf": 1}, "causy.interfaces.ComparisonSettings.min": {"tf": 1}, "causy.interfaces.ComparisonSettings.max": {"tf": 1}, "causy.interfaces.ComparisonSettings.serialize": {"tf": 1}, "causy.interfaces.NodeInterface": {"tf": 1}, "causy.interfaces.NodeInterface.name": {"tf": 1}, "causy.interfaces.NodeInterface.id": {"tf": 1}, "causy.interfaces.NodeInterface.values": {"tf": 1}, "causy.interfaces.NodeInterface.to_dict": {"tf": 1}, "causy.interfaces.TestResultAction": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResult": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}, "causy.interfaces.TestResult.x": {"tf": 1}, "causy.interfaces.TestResult.y": {"tf": 1}, "causy.interfaces.TestResult.action": {"tf": 1}, "causy.interfaces.TestResult.data": {"tf": 1}, "causy.interfaces.TestResult.to_dict": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.BaseGraphInterface.nodes": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edges": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1}, "causy.interfaces.GeneratorInterface.chunked": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}, "causy.interfaces.GeneratorInterface.serialize": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.GENERATOR": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.PARALLEL": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.threshold": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.serialize": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}, "causy.interfaces.LogicStepInterface.serialize": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.interfaces.ExitConditionInterface.serialize": {"tf": 1}}, "df": 65}}}}}}}}}, "d": {"docs": {"causy.graph.Node.id": {"tf": 1}, "causy.interfaces.NodeInterface.id": {"tf": 1}}, "df": 2}}, "s": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.generators.PairsWithNeighboursGenerator.shuffle_combinations": {"tf": 1}}, "df": 1}}}}}}, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "p": {"docs": {"causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1}}, "df": 2, "s": {"docs": {"causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.Loop.pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}}, "df": 5}}}}, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "z": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.Loop.serialize": {"tf": 1}, "causy.interfaces.ComparisonSettings.serialize": {"tf": 1}, "causy.interfaces.GeneratorInterface.serialize": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.serialize": {"tf": 1}, "causy.interfaces.LogicStepInterface.serialize": {"tf": 1}, "causy.interfaces.ExitConditionInterface.serialize": {"tf": 1}, "causy.utils.serialize_module_name": {"tf": 1}}, "df": 7}}}}}}}, "t": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "s": {"docs": {"causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1}}, "df": 1}}}}}}}, "i": {"docs": {}, "df": 0, "z": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}}, "df": 12}}}, "u": {"docs": {}, "df": 0, "m": {"docs": {"causy.utils.sum_lists": {"tf": 1}}, "df": 1}, "b": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1}}}}}}}}}}}, "t": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1.4142135623730951}}, "df": 1, "o": {"docs": {"causy.generators.PairsWithNeighboursGenerator.to_dict": {"tf": 1}, "causy.interfaces.NodeInterface.to_dict": {"tf": 1}, "causy.interfaces.TestResult.to_dict": {"tf": 1}}, "df": 3}, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 12, "s": {"docs": {"causy.independence_tests": {"tf": 1}, "causy.independence_tests.logger": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.PARALLEL": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.PARALLEL": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PlaceholderTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.orientation_tests": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 58}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "t": {"docs": {"causy.interfaces.TestResult": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}, "causy.interfaces.TestResult.x": {"tf": 1}, "causy.interfaces.TestResult.y": {"tf": 1}, "causy.interfaces.TestResult.action": {"tf": 1}, "causy.interfaces.TestResult.data": {"tf": 1}, "causy.interfaces.TestResult.to_dict": {"tf": 1}}, "df": 7, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.interfaces.TestResultAction": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}}, "df": 6}}}}}}}}}}}}}}}, "h": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "d": {"docs": {"causy.interfaces.DEFAULT_THRESHOLD": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.threshold": {"tf": 1}}, "df": 2}}}}}}}}}, "n": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.Node": {"tf": 1}, "causy.graph.Node.__init__": {"tf": 1}, "causy.graph.Node.name": {"tf": 1}, "causy.graph.Node.id": {"tf": 1}, "causy.graph.Node.values": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 1}}, "df": 7, "s": {"docs": {"causy.graph.UndirectedGraph.nodes": {"tf": 1}, "causy.interfaces.BaseGraphInterface.nodes": {"tf": 1}}, "df": 2}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.NodeInterface": {"tf": 1}, "causy.interfaces.NodeInterface.name": {"tf": 1}, "causy.interfaces.NodeInterface.id": {"tf": 1}, "causy.interfaces.NodeInterface.values": {"tf": 1}, "causy.interfaces.NodeInterface.to_dict": {"tf": 1}}, "df": 5}}}}}}}}}}}, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1}}, "df": 1}}}}}, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}, "a": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.Node.name": {"tf": 1}, "causy.interfaces.NodeInterface.name": {"tf": 1}, "causy.utils.serialize_module_name": {"tf": 1}}, "df": 3}}}, "u": {"docs": {}, "df": 0, "m": {"docs": {"causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}}, "df": 2}}}, "u": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}}, "df": 3, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {"causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.UndirectedGraph.nodes": {"tf": 1}, "causy.graph.UndirectedGraph.edges": {"tf": 1}, "causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.action_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}}, "df": 22, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.graph.UndirectedGraphError": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}}}, "p": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "k": {"docs": {"causy.graph.unpack_run": {"tf": 1}}, "df": 1}}}}}, "p": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1}}, "df": 5}}}}}, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "s": {"docs": {"causy.utils": {"tf": 1}, "causy.utils.logger": {"tf": 1}, "causy.utils.sum_lists": {"tf": 1}, "causy.utils.backward_substituion": {"tf": 1}, "causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}, "causy.utils.get_correlation": {"tf": 1}, "causy.utils.get_t_and_critical_t": {"tf": 1}, "causy.utils.serialize_module_name": {"tf": 1}, "causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}, "causy.utils.retrieve_edges": {"tf": 1}, "causy.utils.pearson_correlation": {"tf": 1}}, "df": 13}}}}}, "h": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "y": {"docs": {"causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.action_history": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}}, "df": 6}}}}}}}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.utils.retrieve_edges": {"tf": 1}}, "df": 3}}}}}}, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}}, "df": 6}}}}, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}}, "df": 1}}}}}}}}, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "s": {"docs": {"causy.utils.get_residuals": {"tf": 1}}, "df": 1}}}}}}}}, "u": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.unpack_run": {"tf": 1}}, "df": 1}}}, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "y": {"docs": {"causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}}, "df": 1}}}, "f": {"docs": {"causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}}, "df": 2}, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.orientation_tests": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 26}}}}}, "q": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}, "b": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 1}}}}}}}}}, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.BaseGraphInterface.nodes": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edges": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 1}}, "df": 14}}}}}}}}}}}}}}}}, "c": {"docs": {}, "df": 0, "k": {"docs": {}, "df": 0, "w": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "d": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1}}}}}}}, "y": {"docs": {"causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}}, "df": 2}}, "f": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "m": {"docs": {"causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}}, "df": 2}}}, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "y": {"docs": {"causy.graph.graph_model_factory": {"tf": 1}}, "df": 1}}}}}}, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "s": {"docs": {"causy.interfaces.AS_MANY_AS_FIELDS": {"tf": 1}}, "df": 1}}}}}, "u": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}, "q": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}}}}}}}}}}}, "x": {"docs": {"causy.interfaces.TestResult.x": {"tf": 1}}, "df": 1}, "y": {"docs": {"causy.interfaces.TestResult.y": {"tf": 1}}, "df": 1}}}, "annotation": {"root": {"0": {"docs": {}, "df": 0, "x": {"1": {"0": {"docs": {}, "df": 0, "a": {"2": {"docs": {}, "df": 0, "f": {"5": {"docs": {}, "df": 0, "a": {"1": {"0": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}, "docs": {}, "df": 0}, "docs": {}, "df": 0}}, "docs": {}, "df": 0}}, "docs": {}, "df": 0}}, "docs": {}, "df": 0}, "docs": {}, "df": 0}}, "docs": {"causy.graph.Node.name": {"tf": 1}, "causy.graph.Node.id": {"tf": 1}, "causy.graph.Node.values": {"tf": 1}, "causy.graph.UndirectedGraph.nodes": {"tf": 1}, "causy.graph.UndirectedGraph.edges": {"tf": 1}, "causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.action_history": {"tf": 1}, "causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.graph": {"tf": 1}, "causy.graph.AbstractGraphModel.pool": {"tf": 1.4142135623730951}, "causy.interfaces.ComparisonSettings.min": {"tf": 1}, "causy.interfaces.ComparisonSettings.max": {"tf": 1}, "causy.interfaces.NodeInterface.name": {"tf": 1}, "causy.interfaces.NodeInterface.id": {"tf": 1}, "causy.interfaces.NodeInterface.values": {"tf": 1}, "causy.interfaces.TestResult.x": {"tf": 1}, "causy.interfaces.TestResult.y": {"tf": 1}, "causy.interfaces.TestResult.action": {"tf": 1}, "causy.interfaces.TestResult.data": {"tf": 1}, "causy.interfaces.BaseGraphInterface.nodes": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edges": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1.4142135623730951}, "causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1}, "causy.interfaces.GeneratorInterface.chunked": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.GENERATOR": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.PARALLEL": {"tf": 1}}, "df": 28, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {"causy.graph.Node.name": {"tf": 1}, "causy.graph.Node.id": {"tf": 1}, "causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.interfaces.NodeInterface.name": {"tf": 1}, "causy.interfaces.NodeInterface.id": {"tf": 1}}, "df": 5}}}, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "h": {"docs": {"causy.graph.Node.values": {"tf": 1}}, "df": 1}}}}, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.graph.Node.values": {"tf": 1}}, "df": 1}}}}, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.action_history": {"tf": 1}}, "df": 2, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.interfaces.TestResult.action": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.UndirectedGraph.edges": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edges": {"tf": 1}}, "df": 2, "[": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {"causy.graph.UndirectedGraph.nodes": {"tf": 1}, "causy.graph.UndirectedGraph.edges": {"tf": 1.4142135623730951}, "causy.interfaces.BaseGraphInterface.nodes": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edges": {"tf": 1.4142135623730951}}, "df": 4}}}, "t": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "[": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {"causy.graph.UndirectedGraph.edge_history": {"tf": 1}}, "df": 1}}}}}}}}}}}}}, "e": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "x": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}}}}}}}}}}}}}}, "c": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "y": {"docs": {"causy.graph.UndirectedGraph.nodes": {"tf": 1}, "causy.graph.AbstractGraphModel.graph": {"tf": 1}, "causy.interfaces.TestResult.x": {"tf": 1}, "causy.interfaces.TestResult.y": {"tf": 1}, "causy.interfaces.TestResult.action": {"tf": 1}, "causy.interfaces.BaseGraphInterface.nodes": {"tf": 1}, "causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1}}, "df": 7}}}}, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "x": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}}}}}, "m": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "s": {"docs": {"causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}}}, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {"causy.graph.UndirectedGraph.nodes": {"tf": 1}}, "df": 1}}}}, "t": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1.4142135623730951}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1.4142135623730951}}, "df": 2}, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.IndependenceTestInterface.GENERATOR": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}}}, "n": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.nodes": {"tf": 1}}, "df": 1, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.TestResult.x": {"tf": 1}, "causy.interfaces.TestResult.y": {"tf": 1}, "causy.interfaces.BaseGraphInterface.nodes": {"tf": 1}}, "df": 3}}}}}}}}}}}}}, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "[": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "y": {"docs": {"causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.action_history": {"tf": 1}, "causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1}}, "df": 3}}}}}, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "[": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {"causy.graph.UndirectedGraph.action_history": {"tf": 1}}, "df": 1}}}}}}}}, "f": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {"causy.interfaces.NodeInterface.values": {"tf": 1}}, "df": 1}}}}}}}}}, "t": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1.4142135623730951}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1.4142135623730951}}, "df": 2}}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {"causy.interfaces.ComparisonSettings.min": {"tf": 1}, "causy.interfaces.ComparisonSettings.max": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}}, "df": 4, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.graph.UndirectedGraph.edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.action_history": {"tf": 1}, "causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.graph": {"tf": 1}, "causy.interfaces.TestResult.x": {"tf": 1}, "causy.interfaces.TestResult.y": {"tf": 1}, "causy.interfaces.TestResult.action": {"tf": 1}, "causy.interfaces.BaseGraphInterface.nodes": {"tf": 1}, "causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.GENERATOR": {"tf": 1}}, "df": 10}}}}}}}}, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}}}}}}}}}}, "b": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.AbstractGraphModel.graph": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "x": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}}}}}}}}}}, "o": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}}}, "o": {"docs": {}, "df": 0, "l": {"docs": {"causy.interfaces.GeneratorInterface.chunked": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.PARALLEL": {"tf": 1}}, "df": 2}}}}, "m": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}}}}}, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}}}}}}}}}}}}}}}, "p": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}}}}, "o": {"docs": {}, "df": 0, "f": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}, "b": {"docs": {}, "df": 0, "j": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}}}}}, "p": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "[": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.interfaces.TestResult.data": {"tf": 1}}, "df": 1}}}}, "c": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "y": {"docs": {"causy.interfaces.IndependenceTestInterface.GENERATOR": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}, "a": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.AbstractGraphModel.pool": {"tf": 1}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1}}, "df": 2}}}}, "default_value": {"root": {"0": {"1": {"docs": {"causy.interfaces.DEFAULT_THRESHOLD": {"tf": 1}}, "df": 1}, "docs": {"causy.interfaces.DEFAULT_THRESHOLD": {"tf": 1}, "causy.interfaces.AS_MANY_AS_FIELDS": {"tf": 1}, "causy.interfaces.ComparisonSettings.max": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}}, "df": 4}, "1": {"0": {"0": {"0": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}}, "df": 2}, "docs": {}, "df": 0}, "docs": {"causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}}, "df": 1}, "docs": {"causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1}}, "df": 9}, "2": {"docs": {"causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1}, "causy.interfaces.ComparisonSettings.min": {"tf": 1}}, "df": 2}, "docs": {"causy.algorithms.PC": {"tf": 1.4142135623730951}, "causy.algorithms.ParallelPC": {"tf": 1.4142135623730951}, "causy.cli.app": {"tf": 1.4142135623730951}, "causy.generators.logger": {"tf": 1.4142135623730951}, "causy.graph.logger": {"tf": 1.4142135623730951}, "causy.independence_tests.logger": {"tf": 1.4142135623730951}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1.4142135623730951}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1.4142135623730951}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1.4142135623730951}, "causy.interfaces.logger": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1.4142135623730951}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1.4142135623730951}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1.4142135623730951}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1.4142135623730951}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1.4142135623730951}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1.4142135623730951}, "causy.utils.logger": {"tf": 1.4142135623730951}}, "df": 23, "l": {"docs": {}, "df": 0, "t": {"docs": {"causy.algorithms.PC": {"tf": 1.4142135623730951}, "causy.algorithms.ParallelPC": {"tf": 1.4142135623730951}, "causy.cli.app": {"tf": 1}, "causy.generators.logger": {"tf": 1}, "causy.graph.logger": {"tf": 1}, "causy.independence_tests.logger": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}, "causy.interfaces.logger": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.utils.logger": {"tf": 1}}, "df": 23}, "o": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "s": {"docs": {"causy.algorithms.PC": {"tf": 1}, "causy.algorithms.ParallelPC": {"tf": 1}}, "df": 2}}}}, "g": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.generators.logger": {"tf": 1}, "causy.graph.logger": {"tf": 1}, "causy.independence_tests.logger": {"tf": 1}, "causy.interfaces.logger": {"tf": 1}, "causy.utils.logger": {"tf": 1}}, "df": 5}}}}}}, "c": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {"causy.algorithms.PC": {"tf": 1}, "causy.algorithms.ParallelPC": {"tf": 1}}, "df": 2}}}}, "a": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "y": {"docs": {"causy.algorithms.PC": {"tf": 1}, "causy.algorithms.ParallelPC": {"tf": 1}, "causy.generators.logger": {"tf": 1}, "causy.graph.logger": {"tf": 1}, "causy.independence_tests.logger": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}, "causy.interfaces.logger": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.utils.logger": {"tf": 1}}, "df": 17}}}}}, "x": {"2": {"7": {"docs": {"causy.algorithms.PC": {"tf": 1.4142135623730951}, "causy.algorithms.ParallelPC": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1.4142135623730951}}, "df": 7}, "docs": {}, "df": 0}, "docs": {}, "df": 0}, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {"causy.algorithms.PC": {"tf": 1.4142135623730951}, "causy.algorithms.ParallelPC": {"tf": 1.4142135623730951}, "causy.graph.logger": {"tf": 1}}, "df": 3, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {"causy.algorithms.PC": {"tf": 1}, "causy.algorithms.ParallelPC": {"tf": 1}}, "df": 2}}}}}}}}}, "t": {"docs": {"causy.algorithms.PC": {"tf": 1.4142135623730951}, "causy.algorithms.ParallelPC": {"tf": 1.4142135623730951}, "causy.cli.app": {"tf": 1}, "causy.generators.logger": {"tf": 1}, "causy.graph.logger": {"tf": 1}, "causy.independence_tests.logger": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}, "causy.interfaces.logger": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.utils.logger": {"tf": 1}}, "df": 23}, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {"causy.generators.logger": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}}, "df": 11}}}}}}}}}}, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {"causy.algorithms.PC": {"tf": 1}, "causy.algorithms.ParallelPC": {"tf": 1}}, "df": 2}}}}, "a": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {"causy.cli.app": {"tf": 1}}, "df": 1}}}}, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "y": {"docs": {"causy.algorithms.PC": {"tf": 1}, "causy.algorithms.ParallelPC": {"tf": 1}}, "df": 2}}}}}, "l": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.CalculateCorrelations.PARALLEL": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.PARALLEL": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.PARALLEL": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.PARALLEL": {"tf": 1}, "causy.independence_tests.PlaceholderTest.PARALLEL": {"tf": 1}, "causy.interfaces.GeneratorInterface.chunked": {"tf": 1}, "causy.orientation_tests.ColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.NonColliderTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.PARALLEL": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.PARALLEL": {"tf": 1}}, "df": 11}}}}}, "t": {"docs": {}, "df": 0, "y": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.app": {"tf": 1.4142135623730951}}, "df": 1}}}}, "r": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "e": {"docs": {"causy.generators.PairsWithNeighboursGenerator.shuffle_combinations": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.chunked": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.PARALLEL": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.PARALLEL": {"tf": 1}}, "df": 4}}}, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "s": {"docs": {"causy.independence_tests.logger": {"tf": 1}}, "df": 1}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1}, "causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}}, "o": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "j": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.app": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}}, "df": 11}}}}}}, "w": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.generators.logger": {"tf": 1}, "causy.graph.logger": {"tf": 1}, "causy.independence_tests.logger": {"tf": 1}, "causy.interfaces.logger": {"tf": 1}, "causy.utils.logger": {"tf": 1}}, "df": 5}}}}}}}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.logger": {"tf": 1}}, "df": 1}}}}}}}}}}, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.interfaces.logger": {"tf": 1}}, "df": 1}}}}}}}}}}, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1}}, "df": 9}}}}}}}}}}}}}}}}}}}}}}}}, "p": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "w": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}}}}}}}}}}}}}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1.4142135623730951}}, "df": 2}}}}}}, "e": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1.4142135623730951}}, "df": 4}}}}, "u": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1.4142135623730951}}, "df": 1}}}}}}}}}, "p": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1.4142135623730951}}, "df": 2}}}}}, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "s": {"docs": {"causy.utils.logger": {"tf": 1}}, "df": 1}}}}}, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1.4142135623730951}}, "df": 2}}}}}}}, "o": {"docs": {"causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1.4142135623730951}}, "df": 1}}, "n": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1.4142135623730951}}, "df": 1}}}}}, "n": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.TestResult.data": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.GENERATOR": {"tf": 1}}, "df": 2}}}}}}, "signature": {"root": {"0": {"docs": {"causy.interfaces.ComparisonSettings.__init__": {"tf": 1}}, "df": 1}, "2": {"docs": {"causy.interfaces.ComparisonSettings.__init__": {"tf": 1}}, "df": 1}, "3": {"9": {"docs": {"causy.cli.execute": {"tf": 1.4142135623730951}}, "df": 1}, "docs": {}, "df": 0}, "docs": {"causy.cli.load_json": {"tf": 3.7416573867739413}, "causy.cli.load_algorithm": {"tf": 3.7416573867739413}, "causy.cli.create_pipeline": {"tf": 3.7416573867739413}, "causy.cli.MyJSONEncoder.default": {"tf": 3.7416573867739413}, "causy.cli.eject": {"tf": 4.69041575982343}, "causy.cli.execute": {"tf": 9.591663046625438}, "causy.cli.visualize": {"tf": 3.7416573867739413}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 5.196152422706632}, "causy.generators.AllCombinationsGenerator.generate": {"tf": 6.782329983125268}, "causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 7.14142842854285}, "causy.generators.PairsWithNeighboursGenerator.to_dict": {"tf": 3.1622776601683795}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 6.782329983125268}, "causy.graph.Node.__init__": {"tf": 5.656854249492381}, "causy.graph.UndirectedGraph.add_edge": {"tf": 7.0710678118654755}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 7.681145747868608}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 5.830951894845301}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 6.48074069840786}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 6.48074069840786}, "causy.graph.UndirectedGraph.update_edge": {"tf": 7.0710678118654755}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 7.0710678118654755}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 6.48074069840786}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 6.48074069840786}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 6.48074069840786}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 6.48074069840786}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 6.48074069840786}, "causy.graph.UndirectedGraph.edge_value": {"tf": 6.48074069840786}, "causy.graph.UndirectedGraph.add_node": {"tf": 6.782329983125268}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 6.48074069840786}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 6.48074069840786}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 6.48074069840786}, "causy.graph.unpack_run": {"tf": 3.1622776601683795}, "causy.graph.AbstractGraphModel.__init__": {"tf": 6.6332495807108}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 5.5677643628300215}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 3.1622776601683795}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 3.1622776601683795}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 5.0990195135927845}, "causy.graph.graph_model_factory": {"tf": 7.211102550927978}, "causy.graph.Loop.__init__": {"tf": 7.615773105863909}, "causy.graph.Loop.execute": {"tf": 6.782329983125268}, "causy.graph.Loop.serialize": {"tf": 3.4641016151377544}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 7.211102550927978}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 7.54983443527075}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 7.745966692414834}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 7.745966692414834}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 7.54983443527075}, "causy.independence_tests.PlaceholderTest.test": {"tf": 8.54400374531753}, "causy.interfaces.ComparisonSettings.__init__": {"tf": 5.656854249492381}, "causy.interfaces.ComparisonSettings.serialize": {"tf": 3.1622776601683795}, "causy.interfaces.NodeInterface.to_dict": {"tf": 3.1622776601683795}, "causy.interfaces.TestResult.__init__": {"tf": 8.660254037844387}, "causy.interfaces.TestResult.to_dict": {"tf": 3.1622776601683795}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 7.280109889280518}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 5.830951894845301}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 4.69041575982343}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 4.242640687119285}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 4.242640687119285}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 4.69041575982343}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 4.242640687119285}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 4.242640687119285}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 4.242640687119285}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 4.242640687119285}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 4.242640687119285}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 4.795831523312719}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 3.1622776601683795}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 3.7416573867739413}, "causy.interfaces.GeneratorInterface.generate": {"tf": 6.164414002968976}, "causy.interfaces.GeneratorInterface.serialize": {"tf": 3.4641016151377544}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 7.54983443527075}, "causy.interfaces.IndependenceTestInterface.serialize": {"tf": 3.4641016151377544}, "causy.interfaces.LogicStepInterface.execute": {"tf": 6.164414002968976}, "causy.interfaces.LogicStepInterface.serialize": {"tf": 3.4641016151377544}, "causy.interfaces.ExitConditionInterface.check": {"tf": 8.426149773176359}, "causy.interfaces.ExitConditionInterface.serialize": {"tf": 3.1622776601683795}, "causy.orientation_tests.ColliderTest.test": {"tf": 8.54400374531753}, "causy.orientation_tests.NonColliderTest.test": {"tf": 8.54400374531753}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 8.54400374531753}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 8.54400374531753}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 8.54400374531753}, "causy.utils.sum_lists": {"tf": 3.4641016151377544}, "causy.utils.backward_substituion": {"tf": 4.242640687119285}, "causy.utils.get_regression_coefficients": {"tf": 3.7416573867739413}, "causy.utils.get_residuals": {"tf": 3.7416573867739413}, "causy.utils.get_correlation": {"tf": 4.242640687119285}, "causy.utils.get_t_and_critical_t": {"tf": 4.69041575982343}, "causy.utils.serialize_module_name": {"tf": 3.1622776601683795}, "causy.utils.load_pipeline_artefact_by_definition": {"tf": 3.1622776601683795}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 3.1622776601683795}, "causy.utils.retrieve_edges": {"tf": 3.1622776601683795}, "causy.utils.pearson_correlation": {"tf": 3.7416573867739413}}, "df": 89, "p": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.load_json": {"tf": 1}, "causy.cli.create_pipeline": {"tf": 1}, "causy.cli.execute": {"tf": 1}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}}, "df": 6}}}}}}}, "a": {"docs": {}, "df": 0, "r": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}}, "f": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.load_json": {"tf": 1}, "causy.cli.eject": {"tf": 1}, "causy.cli.execute": {"tf": 1.7320508075688772}}, "df": 3}}}, "l": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}}, "df": 2}}}}, "n": {"docs": {"causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}}, "df": 1}}, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.load_json": {"tf": 1}, "causy.cli.load_algorithm": {"tf": 1}, "causy.cli.eject": {"tf": 1.4142135623730951}, "causy.cli.execute": {"tf": 2.449489742783178}, "causy.cli.visualize": {"tf": 1}, "causy.graph.Node.__init__": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.add_node": {"tf": 1.4142135623730951}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 20}, "e": {"docs": {}, "df": 0, "p": {"docs": {"causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1}, "causy.utils.load_pipeline_artefact_by_definition": {"tf": 1}}, "df": 2, "s": {"docs": {"causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1}}, "df": 4}}}}, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "f": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.generators.AllCombinationsGenerator.generate": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.to_dict": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.Loop.execute": {"tf": 1}, "causy.graph.Loop.serialize": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces.ComparisonSettings.serialize": {"tf": 1}, "causy.interfaces.NodeInterface.to_dict": {"tf": 1}, "causy.interfaces.TestResult.to_dict": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 1}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}, "causy.interfaces.GeneratorInterface.serialize": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.serialize": {"tf": 1}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}, "causy.interfaces.LogicStepInterface.serialize": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.interfaces.ExitConditionInterface.serialize": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 64}}, "t": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "s": {"docs": {"causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}}, "df": 1}}}}}}}, "a": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.execute": {"tf": 1}}, "df": 1}}, "m": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}}}}, "h": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}}, "df": 1}}}}}}, "i": {"docs": {}, "df": 0, "z": {"docs": {}, "df": 0, "e": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}}}, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "m": {"docs": {"causy.cli.load_algorithm": {"tf": 1}, "causy.cli.eject": {"tf": 1}, "causy.cli.execute": {"tf": 1}}, "df": 3}}}}}}}}, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}}, "df": 5, "s": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 2}}}}}}, "r": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "s": {"docs": {"causy.graph.unpack_run": {"tf": 1}}, "df": 1}}}, "b": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {"causy.graph.graph_model_factory": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}}}, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "g": {"docs": {"causy.cli.create_pipeline": {"tf": 1}}, "df": 1}}}, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.Loop.__init__": {"tf": 1}}, "df": 1}}}}}}, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}}}}, "m": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}}, "df": 1, "s": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "s": {"docs": {"causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}, "b": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {"causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}}, "df": 1}}}}}}}}}}, "r": {"docs": {}, "df": 0, "r": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}}, "a": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "y": {"docs": {"causy.generators.AllCombinationsGenerator.generate": {"tf": 1.4142135623730951}, "causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1.4142135623730951}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1.4142135623730951}, "causy.graph.Loop.__init__": {"tf": 1.4142135623730951}, "causy.graph.Loop.execute": {"tf": 1.4142135623730951}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1.4142135623730951}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1.4142135623730951}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1.7320508075688772}, "causy.interfaces.TestResult.__init__": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1.4142135623730951}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1.4142135623730951}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1.4142135623730951}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1.7320508075688772}}, "df": 42}}}}, "h": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "k": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}}, "df": 1}}}}}}, "l": {"docs": {}, "df": 0, "s": {"docs": {"causy.utils.serialize_module_name": {"tf": 1}}, "df": 1}}}, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.create_pipeline": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.Loop.serialize": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}, "causy.interfaces.GeneratorInterface.serialize": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.serialize": {"tf": 1}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}, "causy.interfaces.LogicStepInterface.serialize": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 14}}}, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "a": {"docs": {"causy.cli.execute": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}}, "df": 4}}}}, "o": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "j": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1}}, "u": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.eject": {"tf": 1}, "causy.cli.execute": {"tf": 1}, "causy.cli.visualize": {"tf": 1}}, "df": 3}}}}}, "p": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {"causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}}, "df": 9}}}}}}}, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.utils.get_correlation": {"tf": 1}}, "df": 1}}}}, "f": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}, "n": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.execute": {"tf": 2}, "causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1.4142135623730951}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1.4142135623730951}, "causy.interfaces.TestResult.__init__": {"tf": 1}}, "df": 8}}, "d": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.add_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1.4142135623730951}}, "df": 14, "s": {"docs": {"causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}, "causy.utils.get_correlation": {"tf": 1}}, "df": 13}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.interfaces.TestResult.__init__": {"tf": 1.4142135623730951}}, "df": 1}}}}}}}}}}}}, "a": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.Node.__init__": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 1}}, "df": 3}}}, "b": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}, "r": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.execute": {"tf": 1}}, "df": 1}}}}}}, "l": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "g": {"docs": {"causy.cli.execute": {"tf": 1}}, "df": 1}}, "e": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {"causy.cli.execute": {"tf": 1}}, "df": 1}}}}, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 20, "s": {"docs": {"causy.utils.sum_lists": {"tf": 1}}, "df": 1}}}}}, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.execute": {"tf": 1}}, "df": 1}}}}, "x": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.Loop.__init__": {"tf": 1}}, "df": 1, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.Loop.__init__": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}}}}}}}, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1.4142135623730951}, "causy.generators.AllCombinationsGenerator.generate": {"tf": 1.4142135623730951}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1.4142135623730951}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.graph.Loop.execute": {"tf": 1.4142135623730951}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1.4142135623730951}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1.4142135623730951}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1.4142135623730951}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}, "causy.utils.retrieve_edges": {"tf": 1}}, "df": 36, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.generators.AllCombinationsGenerator.generate": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1}, "causy.graph.Loop.execute": {"tf": 1}}, "df": 3}}}}}}}}}}}}}}}}}}}, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.generators.AllCombinationsGenerator.generate": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1}, "causy.graph.Loop.execute": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 7}}}}, "i": {"docs": {}, "df": 0, "n": {"docs": {"causy.interfaces.ComparisonSettings.__init__": {"tf": 1}}, "df": 1}}, "a": {"docs": {}, "df": 0, "x": {"docs": {"causy.interfaces.ComparisonSettings.__init__": {"tf": 1}}, "df": 1}}}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.generators.AllCombinationsGenerator.generate": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1}, "causy.graph.Loop.execute": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 7}}}}}}, "t": {"docs": {"causy.interfaces.ComparisonSettings.__init__": {"tf": 1.4142135623730951}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 2, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.generators.AllCombinationsGenerator.generate": {"tf": 1.4142135623730951}, "causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1.4142135623730951}, "causy.graph.Loop.execute": {"tf": 1.4142135623730951}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1.4142135623730951}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1.4142135623730951}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1.7320508075688772}, "causy.interfaces.TestResult.__init__": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1.4142135623730951}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1.4142135623730951}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1.4142135623730951}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1.7320508075688772}}, "df": 28}}}}}}}}, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.AbstractGraphModel.__init__": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.graph.Loop.__init__": {"tf": 1}}, "df": 4}}}}}}}}}}}}}}}}}}}}}}}}, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 2}}}}}}}}, "d": {"docs": {"causy.graph.Node.__init__": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}}, "df": 2}}, "t": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "k": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 2}}}}, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "h": {"docs": {"causy.graph.Node.__init__": {"tf": 1}}, "df": 1}}}}, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.graph.Node.__init__": {"tf": 1}}, "df": 1}}}}, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}}, "df": 1, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1.4142135623730951}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1.4142135623730951}}, "df": 15, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.interfaces.TestResult.__init__": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}}, "df": 5}}}}}}}}}}}}}}}, "y": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.graph_model_factory": {"tf": 1}}, "df": 1}}}, "u": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 8}}}}, "h": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "d": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}}}}}}}}, "b": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.generators.AllCombinationsGenerator.generate": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1}, "causy.graph.Loop.execute": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 18}}}}}}}}}}}}}}}}}, "o": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {"causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1.4142135623730951}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 2}}}}, "v": {"docs": {"causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 1}}, "df": 26, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}}, "df": 3, "s": {"docs": {"causy.graph.Node.__init__": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 1}}, "df": 3}}}}, "r": {"docs": {}, "df": 0, "s": {"docs": {"causy.utils.get_t_and_critical_t": {"tf": 1}}, "df": 1}}}}, "u": {"docs": {"causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 1}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 1}}, "df": 26, "n": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 6}}}}}, "x": {"docs": {"causy.interfaces.TestResult.__init__": {"tf": 1}, "causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}, "causy.utils.get_correlation": {"tf": 1}, "causy.utils.pearson_correlation": {"tf": 1}}, "df": 5}, "y": {"docs": {"causy.interfaces.TestResult.__init__": {"tf": 1}, "causy.utils.get_correlation": {"tf": 1}, "causy.utils.pearson_correlation": {"tf": 1}}, "df": 3}, "w": {"docs": {"causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1}}, "df": 2}, "z": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 2}}}, "bases": {"root": {"docs": {}, "df": 0, "j": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}}}}}}}}}}, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}}}}, "u": {"docs": {}, "df": 0, "m": {"docs": {"causy.interfaces.TestResultAction": {"tf": 1}}, "df": 1}}}, "x": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}}}}}, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraphError": {"tf": 1}}, "df": 1}}}}}}}}}, "c": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "y": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.Node": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 18}}}}}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.Node": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 18}}}}}}}}, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 11}}}}}}}}}}}}}}}}}}}}}}}}}, "g": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}}, "df": 2}}}}}}}}}}}}}}}}}, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.AbstractGraphModel": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}}}}, "n": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.Node": {"tf": 1}}, "df": 1}}}}}}}}}}}}}, "b": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {"causy.graph.UndirectedGraphError": {"tf": 1}}, "df": 1}}}}}}}, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}}}, "a": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "c": {"docs": {"causy.graph.AbstractGraphModel": {"tf": 1.4142135623730951}, "causy.interfaces.BaseGraphInterface": {"tf": 1.4142135623730951}, "causy.interfaces.GraphModelInterface": {"tf": 1.4142135623730951}, "causy.interfaces.GeneratorInterface": {"tf": 1.4142135623730951}, "causy.interfaces.IndependenceTestInterface": {"tf": 1.4142135623730951}, "causy.interfaces.LogicStepInterface": {"tf": 1.4142135623730951}, "causy.interfaces.ExitConditionInterface": {"tf": 1.4142135623730951}}, "df": 7}}}, "l": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.Loop": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}}}}, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "m": {"docs": {"causy.interfaces.TestResultAction": {"tf": 1}}, "df": 1}}}}}}}}}, "doc": {"root": {"3": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 3}, "docs": {"causy": {"tf": 1.7320508075688772}, "causy.algorithms": {"tf": 1.7320508075688772}, "causy.algorithms.PC": {"tf": 1.7320508075688772}, "causy.algorithms.ParallelPC": {"tf": 1.7320508075688772}, "causy.cli": {"tf": 1.7320508075688772}, "causy.cli.app": {"tf": 1.7320508075688772}, "causy.cli.load_json": {"tf": 1.7320508075688772}, "causy.cli.load_algorithm": {"tf": 1.7320508075688772}, "causy.cli.create_pipeline": {"tf": 1.7320508075688772}, "causy.cli.MyJSONEncoder": {"tf": 8.426149773176359}, "causy.cli.MyJSONEncoder.default": {"tf": 4}, "causy.cli.eject": {"tf": 1.7320508075688772}, "causy.cli.execute": {"tf": 1.7320508075688772}, "causy.cli.visualize": {"tf": 1.7320508075688772}, "causy.exit_conditions": {"tf": 1.7320508075688772}, "causy.exit_conditions.ExitOnNoActions": {"tf": 1.7320508075688772}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 5.830951894845301}, "causy.generators": {"tf": 1.7320508075688772}, "causy.generators.logger": {"tf": 1.7320508075688772}, "causy.generators.AllCombinationsGenerator": {"tf": 1.7320508075688772}, "causy.generators.AllCombinationsGenerator.generate": {"tf": 1.7320508075688772}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1.7320508075688772}, "causy.generators.PairsWithNeighboursGenerator.__init__": {"tf": 1.7320508075688772}, "causy.generators.PairsWithNeighboursGenerator.shuffle_combinations": {"tf": 1.7320508075688772}, "causy.generators.PairsWithNeighboursGenerator.chunked": {"tf": 1.7320508075688772}, "causy.generators.PairsWithNeighboursGenerator.to_dict": {"tf": 1.7320508075688772}, "causy.generators.PairsWithNeighboursGenerator.generate": {"tf": 1.7320508075688772}, "causy.graph": {"tf": 1.7320508075688772}, "causy.graph.logger": {"tf": 1.7320508075688772}, "causy.graph.Node": {"tf": 1.7320508075688772}, "causy.graph.Node.__init__": {"tf": 1.7320508075688772}, "causy.graph.Node.name": {"tf": 1.7320508075688772}, "causy.graph.Node.id": {"tf": 1.7320508075688772}, "causy.graph.Node.values": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraphError": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.nodes": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.edges": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.edge_history": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.action_history": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.add_edge": {"tf": 4.242640687119285}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 5}, "causy.graph.UndirectedGraph.add_edge_history": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 4.242640687119285}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 4.242640687119285}, "causy.graph.UndirectedGraph.update_edge": {"tf": 4.242640687119285}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 4.242640687119285}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 5.0990195135927845}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 5.0990195135927845}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 5}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 5}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 5}, "causy.graph.UndirectedGraph.edge_value": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.add_node": {"tf": 4.898979485566356}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 4.898979485566356}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 4.898979485566356}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 5}, "causy.graph.unpack_run": {"tf": 1.7320508075688772}, "causy.graph.AbstractGraphModel": {"tf": 1.7320508075688772}, "causy.graph.AbstractGraphModel.__init__": {"tf": 1.7320508075688772}, "causy.graph.AbstractGraphModel.pipeline_steps": {"tf": 1.7320508075688772}, "causy.graph.AbstractGraphModel.graph": {"tf": 1.7320508075688772}, "causy.graph.AbstractGraphModel.pool": {"tf": 1.7320508075688772}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 3.7416573867739413}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 2}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 3.1622776601683795}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 4.242640687119285}, "causy.graph.graph_model_factory": {"tf": 4.47213595499958}, "causy.graph.Loop": {"tf": 1.7320508075688772}, "causy.graph.Loop.__init__": {"tf": 1.7320508075688772}, "causy.graph.Loop.execute": {"tf": 1.7320508075688772}, "causy.graph.Loop.pipeline_steps": {"tf": 1.7320508075688772}, "causy.graph.Loop.exit_condition": {"tf": 1.7320508075688772}, "causy.graph.Loop.serialize": {"tf": 1.7320508075688772}, "causy.independence_tests": {"tf": 1.7320508075688772}, "causy.independence_tests.logger": {"tf": 1.7320508075688772}, "causy.independence_tests.CalculateCorrelations": {"tf": 1.7320508075688772}, "causy.independence_tests.CalculateCorrelations.GENERATOR": {"tf": 1.7320508075688772}, "causy.independence_tests.CalculateCorrelations.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1.7320508075688772}, "causy.independence_tests.CalculateCorrelations.PARALLEL": {"tf": 1.7320508075688772}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 4.58257569495584}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1.7320508075688772}, "causy.independence_tests.CorrelationCoefficientTest.GENERATOR": {"tf": 1.7320508075688772}, "causy.independence_tests.CorrelationCoefficientTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1.7320508075688772}, "causy.independence_tests.CorrelationCoefficientTest.PARALLEL": {"tf": 1.7320508075688772}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 4.58257569495584}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1.7320508075688772}, "causy.independence_tests.PartialCorrelationTest.GENERATOR": {"tf": 1.7320508075688772}, "causy.independence_tests.PartialCorrelationTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1.7320508075688772}, "causy.independence_tests.PartialCorrelationTest.PARALLEL": {"tf": 1.7320508075688772}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 4.898979485566356}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1.7320508075688772}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.GENERATOR": {"tf": 1.7320508075688772}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1.7320508075688772}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.PARALLEL": {"tf": 1.7320508075688772}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 4.898979485566356}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1.7320508075688772}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.GENERATOR": {"tf": 1.7320508075688772}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1.7320508075688772}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.PARALLEL": {"tf": 1.7320508075688772}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 4.795831523312719}, "causy.independence_tests.PlaceholderTest": {"tf": 1.7320508075688772}, "causy.independence_tests.PlaceholderTest.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1.7320508075688772}, "causy.independence_tests.PlaceholderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1.7320508075688772}, "causy.independence_tests.PlaceholderTest.PARALLEL": {"tf": 1.7320508075688772}, "causy.independence_tests.PlaceholderTest.test": {"tf": 4.47213595499958}, "causy.interfaces": {"tf": 1.7320508075688772}, "causy.interfaces.logger": {"tf": 1.7320508075688772}, "causy.interfaces.DEFAULT_THRESHOLD": {"tf": 1.7320508075688772}, "causy.interfaces.AS_MANY_AS_FIELDS": {"tf": 1.7320508075688772}, "causy.interfaces.ComparisonSettings": {"tf": 1.7320508075688772}, "causy.interfaces.ComparisonSettings.__init__": {"tf": 1.7320508075688772}, "causy.interfaces.ComparisonSettings.min": {"tf": 1.7320508075688772}, "causy.interfaces.ComparisonSettings.max": {"tf": 1.7320508075688772}, "causy.interfaces.ComparisonSettings.serialize": {"tf": 1.7320508075688772}, "causy.interfaces.NodeInterface": {"tf": 1.7320508075688772}, "causy.interfaces.NodeInterface.name": {"tf": 1.7320508075688772}, "causy.interfaces.NodeInterface.id": {"tf": 1.7320508075688772}, "causy.interfaces.NodeInterface.values": {"tf": 1.7320508075688772}, "causy.interfaces.NodeInterface.to_dict": {"tf": 1.7320508075688772}, "causy.interfaces.TestResultAction": {"tf": 1.4142135623730951}, "causy.interfaces.TestResultAction.REMOVE_EDGE_UNDIRECTED": {"tf": 1.7320508075688772}, "causy.interfaces.TestResultAction.UPDATE_EDGE": {"tf": 1.7320508075688772}, "causy.interfaces.TestResultAction.UPDATE_EDGE_DIRECTED": {"tf": 1.7320508075688772}, "causy.interfaces.TestResultAction.DO_NOTHING": {"tf": 1.7320508075688772}, "causy.interfaces.TestResultAction.REMOVE_EDGE_DIRECTED": {"tf": 1.7320508075688772}, "causy.interfaces.TestResult": {"tf": 1.7320508075688772}, "causy.interfaces.TestResult.__init__": {"tf": 1.7320508075688772}, "causy.interfaces.TestResult.x": {"tf": 1.7320508075688772}, "causy.interfaces.TestResult.y": {"tf": 1.7320508075688772}, "causy.interfaces.TestResult.action": {"tf": 1.7320508075688772}, "causy.interfaces.TestResult.data": {"tf": 1.7320508075688772}, "causy.interfaces.TestResult.to_dict": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.nodes": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.edges": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.retrieve_edge_history": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.add_edge_history": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.add_edge": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.remove_edge": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.remove_directed_edge": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.update_edge": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.add_node": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.edge_value": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.undirected_edge_exists": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.directed_edge_exists": {"tf": 1.7320508075688772}, "causy.interfaces.BaseGraphInterface.edge_exists": {"tf": 1.7320508075688772}, "causy.interfaces.GraphModelInterface": {"tf": 1.7320508075688772}, "causy.interfaces.GraphModelInterface.pool": {"tf": 1.7320508075688772}, "causy.interfaces.GraphModelInterface.create_graph_from_data": {"tf": 1.7320508075688772}, "causy.interfaces.GraphModelInterface.execute_pipeline_steps": {"tf": 1.7320508075688772}, "causy.interfaces.GraphModelInterface.execute_pipeline_step": {"tf": 1.7320508075688772}, "causy.interfaces.GeneratorInterface": {"tf": 1.7320508075688772}, "causy.interfaces.GeneratorInterface.comparison_settings": {"tf": 1.7320508075688772}, "causy.interfaces.GeneratorInterface.chunked": {"tf": 1.7320508075688772}, "causy.interfaces.GeneratorInterface.generate": {"tf": 1.7320508075688772}, "causy.interfaces.GeneratorInterface.serialize": {"tf": 1.7320508075688772}, "causy.interfaces.IndependenceTestInterface": {"tf": 1.7320508075688772}, "causy.interfaces.IndependenceTestInterface.NUM_OF_COMPARISON_ELEMENTS": {"tf": 1.7320508075688772}, "causy.interfaces.IndependenceTestInterface.GENERATOR": {"tf": 1.7320508075688772}, "causy.interfaces.IndependenceTestInterface.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1.7320508075688772}, "causy.interfaces.IndependenceTestInterface.PARALLEL": {"tf": 1.7320508075688772}, "causy.interfaces.IndependenceTestInterface.threshold": {"tf": 1.7320508075688772}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 4.898979485566356}, "causy.interfaces.IndependenceTestInterface.serialize": {"tf": 1.7320508075688772}, "causy.interfaces.LogicStepInterface": {"tf": 1.7320508075688772}, "causy.interfaces.LogicStepInterface.execute": {"tf": 1.7320508075688772}, "causy.interfaces.LogicStepInterface.serialize": {"tf": 1.7320508075688772}, "causy.interfaces.ExitConditionInterface": {"tf": 1.7320508075688772}, "causy.interfaces.ExitConditionInterface.check": {"tf": 5.916079783099616}, "causy.interfaces.ExitConditionInterface.serialize": {"tf": 1.7320508075688772}, "causy.orientation_tests": {"tf": 1.7320508075688772}, "causy.orientation_tests.ColliderTest": {"tf": 1.7320508075688772}, "causy.orientation_tests.ColliderTest.GENERATOR": {"tf": 1.7320508075688772}, "causy.orientation_tests.ColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1.7320508075688772}, "causy.orientation_tests.ColliderTest.PARALLEL": {"tf": 1.7320508075688772}, "causy.orientation_tests.ColliderTest.test": {"tf": 4.242640687119285}, "causy.orientation_tests.NonColliderTest": {"tf": 1.7320508075688772}, "causy.orientation_tests.NonColliderTest.GENERATOR": {"tf": 1.7320508075688772}, "causy.orientation_tests.NonColliderTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1.7320508075688772}, "causy.orientation_tests.NonColliderTest.PARALLEL": {"tf": 1.7320508075688772}, "causy.orientation_tests.NonColliderTest.test": {"tf": 4.123105625617661}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientTripleTest.GENERATOR": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientTripleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientTripleTest.PARALLEL": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 4.123105625617661}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1.7320508075688772}, "causy.orientation_tests.OrientQuadrupleTest.GENERATOR": {"tf": 1.7320508075688772}, "causy.orientation_tests.OrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1.7320508075688772}, "causy.orientation_tests.OrientQuadrupleTest.PARALLEL": {"tf": 1.7320508075688772}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 4.123105625617661}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientQuadrupleTest.GENERATOR": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientQuadrupleTest.CHUNK_SIZE_PARALLEL_PROCESSING": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientQuadrupleTest.PARALLEL": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 4.123105625617661}, "causy.utils": {"tf": 1.7320508075688772}, "causy.utils.logger": {"tf": 1.7320508075688772}, "causy.utils.sum_lists": {"tf": 4.358898943540674}, "causy.utils.backward_substituion": {"tf": 5.291502622129181}, "causy.utils.get_regression_coefficients": {"tf": 5.0990195135927845}, "causy.utils.get_residuals": {"tf": 6}, "causy.utils.get_correlation": {"tf": 1.7320508075688772}, "causy.utils.get_t_and_critical_t": {"tf": 1.7320508075688772}, "causy.utils.serialize_module_name": {"tf": 1.7320508075688772}, "causy.utils.load_pipeline_artefact_by_definition": {"tf": 1.7320508075688772}, "causy.utils.load_pipeline_steps_by_definition": {"tf": 1.7320508075688772}, "causy.utils.retrieve_edges": {"tf": 1.7320508075688772}, "causy.utils.pearson_correlation": {"tf": 1.7320508075688772}}, "df": 210, "e": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}}, "df": 1, "x": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}}}}, "d": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}}, "df": 1}}}}}}, "a": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1}}}}}, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {"causy.graph.UndirectedGraphError": {"tf": 1}}, "df": 1}}}}}}}}, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}}, "df": 2, "d": {"docs": {"causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 5}}, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}}, "df": 1}}}}}}}, "i": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.UndirectedGraphError": {"tf": 1}}, "df": 1}, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "s": {"docs": {"causy.graph.UndirectedGraph.edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1.4142135623730951}}, "df": 7}}}}}, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}}}}, "u": {"docs": {}, "df": 0, "m": {"docs": {"causy.interfaces.TestResultAction": {"tf": 1}}, "df": 1}}}, "l": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1}}}, "d": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 2.23606797749979}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 2.23606797749979}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}}, "df": 13, "s": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 4}}}}, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "h": {"docs": {"causy.independence_tests.CalculateCorrelations.test": {"tf": 1}}, "df": 1}}}}, "j": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.4142135623730951}}, "df": 1, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1}}}}}}}}}}, "u": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 3}}}}, "h": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, ":": {"docs": {}, "df": 0, "/": {"docs": {}, "df": 0, "/": {"docs": {}, "df": 0, "j": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}}}, "e": {"docs": {}, "df": 0, "n": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 1}}}}}}}}}, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 23}}}}}, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "y": {"docs": {"causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}}, "df": 1}}}}}}, "o": {"docs": {}, "df": 0, "w": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}}}}}, "a": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 3}}}}, "o": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 2}}, "df": 2, "r": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1, "g": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1, "/": {"docs": {}, "df": 0, "w": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "k": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "/": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.NonColliderTest.test": {"tf": 1}}, "df": 1, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}}, "df": 3}}, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 6}}}}}}}}}}, "b": {"docs": {}, "df": 0, "j": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.4142135623730951}, "causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 2, "s": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.4142135623730951}}, "df": 1}}}}}}, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1, "w": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 11}}}}}}}}, "n": {"docs": {"causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}, "causy.utils.get_regression_coefficients": {"tf": 1}}, "df": 10, "l": {"docs": {}, "df": 0, "y": {"docs": {"causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}}, "df": 1}}, "e": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 1}}, "f": {"docs": {"causy.graph.UndirectedGraph.add_node": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1.4142135623730951}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 2}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1.4142135623730951}, "causy.utils.sum_lists": {"tf": 1.4142135623730951}, "causy.utils.get_regression_coefficients": {"tf": 2.449489742783178}, "causy.utils.get_residuals": {"tf": 2.8284271247461903}}, "df": 17}, "u": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 2}}}}, "p": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {"causy.utils.get_residuals": {"tf": 1}}, "df": 1}}}}}}}}, "f": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.4142135623730951}, "causy.cli.MyJSONEncoder.default": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraphError": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}}, "df": 8}, "l": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "w": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}}}}}}}, "l": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}}}, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.4142135623730951}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 11}}}, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 1}}}}}, "i": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1.4142135623730951}}, "df": 1}}}, "l": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}}, "df": 1}}}}}, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "m": {"docs": {"causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1.7320508075688772}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}, "causy.utils.backward_substituion": {"tf": 1}, "causy.utils.get_regression_coefficients": {"tf": 1}}, "df": 9}}}, "u": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}}, "df": 3, "s": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}}}}}}, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 4}}}}}, "l": {"docs": {}, "df": 0, "l": {"docs": {"causy.utils.get_residuals": {"tf": 1}}, "df": 1}}}, "c": {"docs": {}, "df": 0, "i": {"docs": {"causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 1}}, "n": {"docs": {"causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}}, "df": 1}}, "p": {"docs": {}, "df": 0, "y": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.4142135623730951}}, "df": 1}}}}}, "o": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}}, "df": 2}}}}}}}, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1}}, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "m": {"docs": {"causy.graph.UndirectedGraph.add_node": {"tf": 1}}, "df": 1, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}, "causy.utils.sum_lists": {"tf": 1}, "causy.utils.backward_substituion": {"tf": 1}, "causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 36}}}}}}}, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 3}}}}}, "t": {"docs": {}, "df": 0, "h": {"docs": {"causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 2}}, "df": 2, "s": {"docs": {"causy.graph.UndirectedGraph.directed_paths": {"tf": 1.4142135623730951}}, "df": 1}}}, "i": {"docs": {}, "df": 0, "r": {"docs": {"causy.independence_tests.CalculateCorrelations.test": {"tf": 1}}, "df": 1}}}, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 23}}}}}}, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 1}}}}}}}}, "c": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}}, "df": 1}, "i": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1.4142135623730951}}, "df": 2}}}}}}}, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.independence_tests.PlaceholderTest.test": {"tf": 1}}, "df": 1}}}}}}}}}}, "u": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.independence_tests.PlaceholderTest.test": {"tf": 1}}, "df": 1}}}}}}}}, "d": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "a": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1.4142135623730951}}, "df": 2}}}, "e": {"docs": {}, "df": 0, "f": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1, "a": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.4142135623730951}, "causy.cli.MyJSONEncoder.default": {"tf": 2}}, "df": 2}}}}}, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}}, "df": 1}}}}, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1}}}}}}}}}}}}, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}}, "df": 1}}}}}}}}}}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}}, "df": 6}}, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}}, "df": 1}}}}}}}, "f": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}}, "df": 2}}}}}}}, "m": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1, "a": {"docs": {}, "df": 0, "l": {"docs": {"causy.utils.backward_substituion": {"tf": 1.7320508075688772}}, "df": 1}}}}}}}}}}, "o": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}}, "df": 1, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}}, "df": 1}}}, "u": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}}, "df": 1}}}}}}, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1, "u": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.4142135623730951}}, "df": 3}}}}}}}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1, "s": {"docs": {"causy.interfaces.TestResultAction": {"tf": 1}}, "df": 1}}}}}, "a": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "d": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 23}}}}}}, "e": {"docs": {}, "df": 0, "p": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}}, "df": 2, "s": {"docs": {"causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1.4142135623730951}, "causy.graph.graph_model_factory": {"tf": 1.4142135623730951}}, "df": 2}}}, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.CalculateCorrelations.test": {"tf": 1}}, "df": 1}}}}, "u": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1, "s": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 2}}}}}, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}}}}}}}, "b": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 2}}}}}}, "c": {"docs": {}, "df": 0, "h": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1}}, "m": {"docs": {"causy.utils.sum_lists": {"tf": 1}}, "df": 1}}, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "z": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 2}}}}}}}}}}, "l": {"docs": {}, "df": 0, "f": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1.4142135623730951}}, "df": 1}}, "t": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}}, "df": 3}, "p": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}}, "df": 1}}}}}}}}}, "h": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "d": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}}, "df": 4}}}}, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {"causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 1}}}}, "o": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 3}, "c": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}}}}, "l": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "w": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 2}}}}}, "k": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 1}}}}}}}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.orientation_tests.NonColliderTest.test": {"tf": 1}}, "df": 1}}}}}, "y": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "y": {"docs": {"causy.utils.backward_substituion": {"tf": 1.4142135623730951}, "causy.utils.get_regression_coefficients": {"tf": 1}}, "df": 2}}}}, "a": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1.4142135623730951}, "causy.utils.get_residuals": {"tf": 2}}, "df": 2}}}}}}}, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.4142135623730951}, "causy.cli.MyJSONEncoder.default": {"tf": 1.7320508075688772}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 3}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 2}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1.4142135623730951}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1.7320508075688772}, "causy.graph.graph_model_factory": {"tf": 1.4142135623730951}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1.7320508075688772}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 2.23606797749979}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1.7320508075688772}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.ColliderTest.test": {"tf": 2.23606797749979}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 25, "r": {"docs": {}, "df": 0, "e": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}}, "df": 1}}, "y": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}}, "df": 3}, "s": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 1}}}, "i": {"docs": {}, "df": 0, "s": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 8}, "n": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "s": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}}}, "a": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 31}, "n": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 3}}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1.4142135623730951}}, "df": 1}}}}}}}}, "y": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1.7320508075688772}}, "df": 2}}}}}}}}, "u": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}}}, "r": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.4142135623730951}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 11}}, "y": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1}, "i": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 1}}}}, "a": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1}}}}}}}}}, "o": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.7320508075688772}, "causy.cli.MyJSONEncoder.default": {"tf": 1.4142135623730951}, "causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1.4142135623730951}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1.7320508075688772}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1.4142135623730951}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.7320508075688772}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1.4142135623730951}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 41, "d": {"docs": {}, "df": 0, "o": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 3}}}, "a": {"docs": {}, "df": 0, "k": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 5, "n": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1.7320508075688772}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 3}}}}, "w": {"docs": {}, "df": 0, "o": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}}, "df": 2}}, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1.4142135623730951}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 2.449489742783178}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 2}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1.7320508075688772}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}}, "df": 7, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "t": {"docs": {"causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 5}}}}}}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}}, "df": 2}}}, "s": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 1}}}}, "i": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}}, "df": 1}}}}, "a": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.4142135623730951}, "causy.cli.MyJSONEncoder.default": {"tf": 1.7320508075688772}, "causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 2.449489742783178}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1.4142135623730951}, "causy.graph.graph_model_factory": {"tf": 1.4142135623730951}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 40, "n": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 2.23606797749979}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1.7320508075688772}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 34, "d": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.4142135623730951}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 2}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.interfaces.TestResultAction": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.7320508075688772}}, "df": 14}, "o": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 2}}}}}, "y": {"docs": {"causy.graph.UndirectedGraph.edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}}, "df": 2}}, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "y": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}}, "b": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "y": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1}}}}}}}, "e": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.7320508075688772}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.interfaces.TestResultAction": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.4142135623730951}}, "df": 12}}, "b": {"docs": {}, "df": 0, "c": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 23}}, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 6, "s": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1.7320508075688772}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 7}}}}}}, "l": {"docs": {}, "df": 0, "l": {"docs": {"causy.graph.UndirectedGraphError": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.4142135623730951}}, "df": 9}, "g": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "m": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2, "s": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}}}}}}}, "s": {"docs": {}, "df": 0, "o": {"docs": {"causy.interfaces.TestResultAction": {"tf": 1}}, "df": 1}}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "y": {"docs": {"causy.orientation_tests.NonColliderTest.test": {"tf": 1}}, "df": 1}}}}}, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {"causy.orientation_tests.NonColliderTest.test": {"tf": 1}}, "df": 1}}}}}}}}}}, "d": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 3}, "j": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}}, "df": 1}}}}}}}, "s": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}}, "df": 2}, "p": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.graph_model_factory": {"tf": 1}}, "df": 1}}}}}}}, "b": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}, "causy.utils.backward_substituion": {"tf": 1.4142135623730951}}, "df": 2, "y": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 3}, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraphError": {"tf": 1}}, "df": 2, "d": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 3}}}}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "k": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1.7320508075688772}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 2}}}}, "e": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.interfaces.TestResultAction": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 9, "t": {"docs": {}, "df": 0, "w": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 7}}}}}, "e": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 1}}, "c": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 3}}}}}, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.orientation_tests.NonColliderTest.test": {"tf": 1}}, "df": 1}}}}, "u": {"docs": {}, "df": 0, "t": {"docs": {"causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 2}}, "i": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 2}}, "df": 1}}}}}}}}}}, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1.4142135623730951}, "causy.utils.sum_lists": {"tf": 1}, "causy.utils.get_regression_coefficients": {"tf": 2}, "causy.utils.get_residuals": {"tf": 2.449489742783178}}, "df": 15, "s": {"docs": {"causy.utils.sum_lists": {"tf": 1.7320508075688772}, "causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 3}}}, "k": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 2}}, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}}, "df": 1}}}}}, "e": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1}, "n": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1.7320508075688772}, "causy.utils.get_residuals": {"tf": 2.23606797749979}}, "df": 2}}}}}, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1.4142135623730951}}, "df": 1}}, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}}}, "o": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "p": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1.4142135623730951}}, "df": 1}, "k": {"docs": {}, "df": 0, "s": {"docs": {"causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 1}}}}, "t": {"docs": {"causy.graph.UndirectedGraph.edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 3}}, "i": {"docs": {}, "df": 0, "n": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.7320508075688772}, "causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 11, "t": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.utils.backward_substituion": {"tf": 1}}, "df": 2}, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 23}}}}}}}}}, "s": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1.4142135623730951}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 2}}}}}}, "d": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1.7320508075688772}}, "df": 1}}}}}, "e": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {"causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1.4142135623730951}}, "df": 5}}}}}}}}}, "v": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 1}}}, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 1}}}}}}}, "n": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 2}}}}, "m": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1.4142135623730951}}, "df": 2, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 2}}}}}, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}}, "df": 2}}}}}}}}}}, "f": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 2}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1.4142135623730951}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1.4142135623730951}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.7320508075688772}}, "df": 16}, "t": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 7, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1}}}, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 2.449489742783178}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1.4142135623730951}}, "df": 2}}}}, "b": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1.4142135623730951}}, "df": 1}}}}}}}, "s": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}}, "df": 9}, "d": {"docs": {"causy.graph.UndirectedGraph.add_node": {"tf": 1.4142135623730951}}, "df": 1, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 1}}}}}}}}}}, "n": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.utils.backward_substituion": {"tf": 1.7320508075688772}}, "df": 2, "u": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 3, "s": {"docs": {"causy.utils.sum_lists": {"tf": 1}}, "df": 1}}}}}, "l": {"docs": {}, "df": 0, "l": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}}, "o": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}}, "df": 2, "n": {"docs": {"causy.graph.UndirectedGraphError": {"tf": 1}}, "df": 1, "e": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}, "t": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}}, "df": 5, "e": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}, "d": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.add_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.add_node": {"tf": 2.23606797749979}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1.4142135623730951}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 16, "s": {"docs": {"causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1.7320508075688772}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 2.449489742783178}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 2.23606797749979}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 2.23606797749979}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1.4142135623730951}}, "df": 13}}}, "w": {"docs": {"causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}}, "df": 3}}, "e": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 2}}}, "a": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}}, "e": {"docs": {"causy.graph.UndirectedGraph.add_node": {"tf": 1.4142135623730951}}, "df": 1}}}, "x": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1}}}, "r": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "g": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "z": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}}, "df": 1}}}}}}}, "t": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "n": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}}, "df": 2, "s": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_steps": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}, "causy.utils.sum_lists": {"tf": 1}, "causy.utils.backward_substituion": {"tf": 1}, "causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 40}}}}, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}}, "df": 1}}}}}}, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}}, "df": 3}}}}, "s": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.CalculateCorrelations.test": {"tf": 1}}, "df": 1}}}}}}}, "i": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "l": {"docs": {"causy.utils.get_residuals": {"tf": 1}}, "df": 1, "s": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}}, "df": 1}}}}}}}, "d": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 1}}, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 1}}}}}}}, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.utils.backward_substituion": {"tf": 1}, "causy.utils.get_regression_coefficients": {"tf": 1}}, "df": 3}}, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}}, "df": 1}}}}}}}}, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}}, "df": 1}}}}}}}}}, "a": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.cli.MyJSONEncoder.default": {"tf": 1.4142135623730951}}, "df": 2}}}, "n": {"docs": {}, "df": 0, "k": {"docs": {"causy.utils.get_residuals": {"tf": 1}}, "df": 1}}}, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 4, "s": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}}, "n": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}}, "df": 1}}}, "m": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "d": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1.4142135623730951}, "causy.cli.MyJSONEncoder.default": {"tf": 1.4142135623730951}}, "df": 2}}}}, "a": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {"causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}}, "df": 1}}}}}}}, "m": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {"causy.interfaces.TestResultAction": {"tf": 1}}, "df": 1}}}}}}, "o": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1.4142135623730951}, "causy.graph.graph_model_factory": {"tf": 1.4142135623730951}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 3}}}, "r": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 2}}}, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "x": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1.7320508075688772}, "causy.utils.backward_substituion": {"tf": 2}, "causy.utils.get_regression_coefficients": {"tf": 1}}, "df": 3}}}}}, "u": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "t": {"docs": {"causy.interfaces.TestResultAction": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 3}}}}, "w": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "h": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 6}}, "l": {"docs": {}, "df": 0, "l": {"docs": {"causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 6}}, "k": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 1}}}}}}}}, "a": {"docs": {}, "df": 0, "y": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 23}, "n": {"docs": {}, "df": 0, "t": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 2}}}, "e": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 2}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}}, "df": 6}, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.interfaces.TestResultAction": {"tf": 1}}, "df": 3}}}, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "h": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}}, "df": 4}}}}}, "c": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}}, "df": 1, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "l": {"docs": {"causy.cli.MyJSONEncoder": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 2, "s": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}}, "df": 1}}, "c": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.CalculateCorrelations.test": {"tf": 1}}, "df": 1}}}}}}}, "s": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}}, "df": 1, "s": {"docs": {"causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}}, "df": 2}}}, "u": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 1}}, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.utils.get_residuals": {"tf": 1}}, "df": 1}}}}}, "n": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}}, "df": 1}}, "o": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "d": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}}, "df": 2}}}, "m": {"docs": {}, "df": 0, "m": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.graph.UndirectedGraphError": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}}, "b": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "s": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.7320508075688772}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 3}}}}}}}}}}, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}}}}}}, "l": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.orientation_tests.NonColliderTest.test": {"tf": 1}}, "df": 1, "s": {"docs": {"causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}}, "df": 2}}}}}}}, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "n": {"docs": {"causy.independence_tests.CalculateCorrelations.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 4, "#": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 1}}}}}}}}}}}}}}}, "v": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "e": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 1}}}}}}}}, "e": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "f": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1, "s": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}}, "df": 1}}}}}}}}}}}, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "s": {"docs": {}, "df": 0, "s": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraphError": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 25}}}}, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.AbstractGraphModel.create_all_possible_edges": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 26}}}}}, "h": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "k": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 10}}}}, "u": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "t": {"docs": {"causy.orientation_tests.ColliderTest.test": {"tf": 1}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1}}, "df": 5, "l": {"docs": {}, "df": 0, "y": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}}}}}}}}, "y": {"docs": {"causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.ColliderTest.test": {"tf": 2.449489742783178}, "causy.utils.get_residuals": {"tf": 1}}, "df": 7, "o": {"docs": {}, "df": 0, "u": {"docs": {"causy.cli.MyJSONEncoder.default": {"tf": 1}, "causy.exit_conditions.ExitOnNoActions.check": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1}}, "df": 3}}, "e": {"docs": {}, "df": 0, "t": {"docs": {"causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}}, "df": 1}}}, "u": {"docs": {"causy.graph.UndirectedGraph.add_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 2.449489742783178}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 2.23606797749979}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 2.23606797749979}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 2.23606797749979}}, "df": 14, "s": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "g": {"docs": {"causy.exit_conditions.ExitOnNoActions": {"tf": 1}, "causy.generators.AllCombinationsGenerator": {"tf": 1}, "causy.generators.PairsWithNeighboursGenerator": {"tf": 1}, "causy.graph.UndirectedGraph": {"tf": 1}, "causy.graph.AbstractGraphModel": {"tf": 1}, "causy.graph.Loop": {"tf": 1}, "causy.independence_tests.CalculateCorrelations": {"tf": 1}, "causy.independence_tests.CorrelationCoefficientTest": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest": {"tf": 1}, "causy.interfaces.BaseGraphInterface": {"tf": 1}, "causy.interfaces.GraphModelInterface": {"tf": 1}, "causy.interfaces.GeneratorInterface": {"tf": 1}, "causy.interfaces.IndependenceTestInterface": {"tf": 1}, "causy.interfaces.LogicStepInterface": {"tf": 1}, "causy.interfaces.ExitConditionInterface": {"tf": 1}, "causy.orientation_tests.ColliderTest": {"tf": 1}, "causy.orientation_tests.NonColliderTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientTripleTest": {"tf": 1}, "causy.orientation_tests.OrientQuadrupleTest": {"tf": 1}, "causy.orientation_tests.FurtherOrientQuadrupleTest": {"tf": 1}}, "df": 25}}}, "e": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1.4142135623730951}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}}, "df": 3, "d": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}}, "df": 2}}}, "p": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {"causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}}, "df": 2}}}}, "p": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "r": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1}}}}, "n": {"docs": {}, "df": 0, "d": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 2}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 3}}}}}}}}, "c": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "d": {"docs": {"causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 1}}}}}}}}}}}}, "g": {"docs": {}, "df": 0, "r": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "p": {"docs": {}, "df": 0, "h": {"docs": {"causy.exit_conditions.ExitOnNoActions.check": {"tf": 2}, "causy.graph.UndirectedGraph.add_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1}, "causy.graph.UndirectedGraph.add_node": {"tf": 1}, "causy.graph.AbstractGraphModel.create_graph_from_data": {"tf": 1}, "causy.graph.AbstractGraphModel.execute_pipeline_step": {"tf": 1}, "causy.graph.graph_model_factory": {"tf": 1.7320508075688772}, "causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PlaceholderTest.test": {"tf": 1}, "causy.interfaces.ExitConditionInterface.check": {"tf": 1.4142135623730951}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientTripleTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.OrientQuadrupleTest.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.FurtherOrientQuadrupleTest.test": {"tf": 1.7320508075688772}}, "df": 18}}}}, "i": {"docs": {}, "df": 0, "v": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "n": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 2}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 4}}}}}, "v": {"docs": {"causy.graph.UndirectedGraph.add_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.retrieve_edge_history": {"tf": 1}, "causy.graph.UndirectedGraph.remove_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.remove_directed_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.update_directed_edge": {"tf": 1.4142135623730951}, "causy.graph.UndirectedGraph.edge_exists": {"tf": 2.449489742783178}, "causy.graph.UndirectedGraph.directed_edge_exists": {"tf": 2.23606797749979}, "causy.graph.UndirectedGraph.only_directed_edge_exists": {"tf": 2.23606797749979}, "causy.graph.UndirectedGraph.undirected_edge_exists": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.bidirected_edge_exists": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.directed_path_exists": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.directed_paths": {"tf": 1.7320508075688772}, "causy.graph.UndirectedGraph.inducing_path_exists": {"tf": 2.23606797749979}, "causy.orientation_tests.ColliderTest.test": {"tf": 1.4142135623730951}, "causy.orientation_tests.NonColliderTest.test": {"tf": 1.4142135623730951}}, "df": 16, "a": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "u": {"docs": {}, "df": 0, "e": {"docs": {}, "df": 0, "s": {"docs": {"causy.graph.UndirectedGraph.add_node": {"tf": 1.4142135623730951}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1.4142135623730951}}, "df": 2}}}}, "r": {"docs": {}, "df": 0, "i": {"docs": {}, "df": 0, "a": {"docs": {}, "df": 0, "b": {"docs": {}, "df": 0, "l": {"docs": {}, "df": 0, "e": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1.4142135623730951}}, "df": 2, "s": {"docs": {"causy.utils.get_regression_coefficients": {"tf": 1}, "causy.utils.get_residuals": {"tf": 1}}, "df": 2}}}}}}}}, "e": {"docs": {}, "df": 0, "c": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "r": {"docs": {"causy.utils.backward_substituion": {"tf": 1.4142135623730951}}, "df": 1}}}}}}, "x": {"docs": {"causy.independence_tests.CorrelationCoefficientTest.test": {"tf": 1}, "causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.interfaces.IndependenceTestInterface.test": {"tf": 1.7320508075688772}, "causy.orientation_tests.ColliderTest.test": {"tf": 2.449489742783178}, "causy.utils.get_regression_coefficients": {"tf": 1.4142135623730951}, "causy.utils.get_residuals": {"tf": 1}}, "df": 8}, "z": {"docs": {"causy.independence_tests.PartialCorrelationTest.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestLinearRegression.test": {"tf": 1}, "causy.independence_tests.ExtendedPartialCorrelationTestMatrix.test": {"tf": 1}, "causy.orientation_tests.ColliderTest.test": {"tf": 3}, "causy.utils.get_regression_coefficients": {"tf": 1.7320508075688772}, "causy.utils.get_residuals": {"tf": 1.7320508075688772}}, "df": 6}, "k": {"docs": {}, "df": 0, "n": {"docs": {}, "df": 0, "o": {"docs": {}, "df": 0, "w": {"docs": {"causy.orientation_tests.ColliderTest.test": {"tf": 1}}, "df": 1}}}}, "q": {"docs": {}, "df": 0, "r": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1}, "^": {"docs": {}, "df": 0, "t": {"docs": {}, "df": 0, "x": {"docs": {"causy.utils.backward_substituion": {"tf": 1}}, "df": 1}}}}}}}, "pipeline": ["trimmer"], "_isPrebuiltIndex": true}; // mirrored in build-search-index.js (part 1) // Also split on html tags. this is a cheap heuristic, but good enough.