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@younesStrittmatter
younesStrittmatter committed Nov 10, 2023
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2 changes: 1 addition & 1 deletion search/search_index.json
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68 changes: 9 additions & 59 deletions tutorials/Analysing Equation Distribution/Analysing Equation Distribution.ipynb
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Expand Up @@ -37,7 +37,7 @@
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"# import functionality from sympy\n",
Expand Down Expand Up @@ -65,17 +65,8 @@
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"text/plain": "{'max_depth': {3: 0.3333333333333333,\n 4: 0.3333333333333333,\n 7: 0.3333333333333333},\n 'depth': {1: 0.3333333333333333,\n 2: 0.3333333333333333,\n 3: 0.3333333333333333},\n 'structures': {'[0, 1, 1]': 0.3333333333333333,\n '[0, 1, 1, 2]': 0.3333333333333333,\n '[0, 1, 2, 1, 2, 2, 3]': 0.3333333333333333},\n 'features': {'constants': 0.2857142857142857,\n 'variables': 0.7142857142857143},\n 'functions': {'exp': 0.3333333333333333,\n 'sin': 0.3333333333333333,\n 'cos': 0.3333333333333333},\n 'operators': {'+': 0.5, '*': 0.5},\n 'function_conditionals': {'exp': {'features': {'constants': 0.0,\n 'variables': 1.0},\n 'functions': {},\n 'operators': {}},\n 'sin': {'features': {'constants': 0.0, 'variables': 1.0},\n 'functions': {},\n 'operators': {}},\n 'cos': {'features': {'constants': 0.0, 'variables': 1.0},\n 'functions': {},\n 'operators': {}}},\n 'operator_conditionals': {'+': {'features': {'constants': 0.0,\n 'variables': 1.0},\n 'functions': {'sin': 1.0},\n 'operators': {'*': 1.0}},\n '*': {'features': {'constants': 1.0, 'variables': 0.0},\n 'functions': {'exp': 0.5, 'cos': 0.5},\n 'operators': {}}}}"
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"from equation_tree import get_frequencies\n",
"\n",
Expand All @@ -98,17 +89,8 @@
},
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"text/plain": "{'max_depth': {3: 1, 4: 1, 7: 1},\n 'depth': {1: 1, 2: 1, 3: 1},\n 'structures': {'[0, 1, 1]': 1, '[0, 1, 1, 2]': 1, '[0, 1, 2, 1, 2, 2, 3]': 1},\n 'features': {'constants': 2, 'variables': 5},\n 'functions': {'exp': 1, 'sin': 1, 'cos': 1},\n 'operators': {'+': 2, '*': 2},\n 'function_conditionals': {'exp': {'features': {'constants': 0,\n 'variables': 1},\n 'functions': {},\n 'operators': {}},\n 'sin': {'features': {'constants': 0, 'variables': 1},\n 'functions': {},\n 'operators': {}},\n 'cos': {'features': {'constants': 0, 'variables': 1},\n 'functions': {},\n 'operators': {}}},\n 'operator_conditionals': {'+': {'features': {'constants': 0, 'variables': 2},\n 'functions': {'sin': 1},\n 'operators': {'*': 1}},\n '*': {'features': {'constants': 2, 'variables': 0},\n 'functions': {'exp': 1, 'cos': 1},\n 'operators': {}}}}"
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"from src.equation_tree import get_counts\n",
"\n",
Expand All @@ -130,32 +112,8 @@
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"/Users/younesstrittmatter/Documents/GitHub/AutoRA/equation-tree/src/equation_tree/util/io.py:27: UserWarning: No hashed prior found. Sample frequencies may diverge from the prior. Consider burning this prior first.\n",
" warnings.warn(\n",
"Processing: 100%|██████████| 10/10 [00:00<00:00, 90.79iteration/s]"
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"[c_1*cos(x_1), 2*x_1, 2*x_1, 2*x_1, 2*x_1, x_1 + sin(x_1), c_1*cos(x_1), c_1*cos(x_1), x_1 + sin(x_1), x_1 + sin(x_1)]\n"
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"from equation_tree import sample\n",
"\n",
Expand All @@ -169,16 +127,8 @@
},
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"{'max_depth': {4: 0.6, 3: 0.4}, 'depth': {2: 0.6, 1: 0.4}, 'structures': {'[0, 1, 1, 2]': 0.6, '[0, 1, 1]': 0.4}, 'features': {'constants': 0.35, 'variables': 0.65}, 'functions': {'cos': 0.5, 'sin': 0.5}, 'operators': {'*': 0.7, '+': 0.3}, 'function_conditionals': {'cos': {'features': {'constants': 0.0, 'variables': 1.0}, 'functions': {}, 'operators': {}}, 'sin': {'features': {'constants': 0.0, 'variables': 1.0}, 'functions': {}, 'operators': {}}}, 'operator_conditionals': {'*': {'features': {'constants': 0.6363636363636364, 'variables': 0.36363636363636365}, 'functions': {'cos': 1.0}, 'operators': {}}, '+': {'features': {'constants': 0.0, 'variables': 1.0}, 'functions': {'sin': 1.0}, 'operators': {}}}}\n"
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"# check the frequencies\n",
"print(get_frequencies(equations))"
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143 changes: 13 additions & 130 deletions tutorials/Analysing Equation Distribution/index.html
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Expand Up @@ -1596,7 +1596,7 @@ <h2 id="equation-database">Equation Database<a class="anchor-link" href="#equati
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Expand Down Expand Up @@ -1674,49 +1674,6 @@ <h2 id="analyse-the-list">Analyse the List<a class="anchor-link" href="#analyse-
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Expand All @@ -1729,13 +1686,13 @@ <h2 id="analyse-the-list">Analyse the List<a class="anchor-link" href="#analyse-
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Expand All @@ -1761,39 +1718,6 @@ <h2 id="analyse-the-list">Analyse the List<a class="anchor-link" href="#analyse-
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<pre>{'max_depth': {3: 1, 4: 1, 7: 1},
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Expand All @@ -1806,13 +1730,13 @@ <h2 id="analyse-the-list">Analyse the List<a class="anchor-link" href="#analyse-
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Processing: 100%|██████████| 10/10 [00:00&lt;00:00, 90.79iteration/s]</pre>
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<pre>[c_1*cos(x_1), 2*x_1, 2*x_1, 2*x_1, 2*x_1, x_1 + sin(x_1), c_1*cos(x_1), c_1*cos(x_1), x_1 + sin(x_1), x_1 + sin(x_1)]
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Expand All @@ -1897,19 +1793,6 @@ <h2 id="analyse-the-list">Analyse the List<a class="anchor-link" href="#analyse-
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