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Add HierarchicalMeasure #120
Commits on Sep 9, 2024
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Rename pullback to pullbck and export it
pullback has a huge potential for naming conflickts, and pullbck is more in line with pushfwd. Also simplify implementation of pullbck.
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Rename bind to mbind and deprecate rightarrowtail
Bind has too much naming conflict potential with Base.bind. The rightarrowtail operator looks very similar to the `>=>` "fish" operator (e.g. in Haskell), which is not a monadic bind.
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Introduce mintegrate and mintegrate_exp
Removes the integral operators from MeasureBase, to be re-introduced in the submodule MeasureOperators. Also improves the likelihood documentation.
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To be re-introduced in sub-module MeasureOperators.
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Removes PointwiseProductMeasure
`mintegral` should be used instead to express posteriors.
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Add measure operators in submodule MeasureOperators
Having the operators in a sub-module makes it easier for users to control whether of they want them in their namespace. Operators have a larger naming conflict potential.
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Co-authored-by: Chad Scherrer <[email protected]>
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Co-authored-by: Chad Scherrer <[email protected]>
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Will be used a lot when bridging from Distributions to MeasureBase.
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The load time of StaticArrays is rather high, be we can't take advantage of statically known measure sizes without a direct dependency on it. With StaticArrays we'll be able to handle many low-dimension problems without any heap allocations.
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Necessary for efficient allocation of multivariate sample sets.
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Temporary change to mbind constructor:
If no f_c is specified, default to get_second_tmp instead of getsecond until getsecond satisfies conditions in docstring
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added a rand function to lebesgue.jl,
corresponding to uniform distribution
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extension to insupport for PreoductMeasures
in case there is NoFastInsupport
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change to insupport for PowerMeasures,
temporary workaround for _all if there is NoFastInsupport
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explained example in docstring
fixed some typos in docstring
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!= false instead of == true to account for NoFastInsupport
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