Add filter functions for explanations and shap_values - #120

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iwan-tee wants to merge 31 commits into

scikit-learn-contrib:mainfrom

iwan-tee:shap_filter

Commits on Apr 14, 2024

basic implementation of filter_by_level function
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5af9efb
basic implementation of filter_by_class function
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5e52e86
basic implementation of combine_filters function
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5a8e9be
codestyling
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cceb6d1
helper function get_class_level added
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ab1e3ab
another helper functions added
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719dd83
some bugs fixed
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343be04
small plot_lcpl_explainer actualisation
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af32acb
some small changes in plot_lcpl_explainer
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3645e38
another changes in plot_lcpl_explainer
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d1cf3e0
functionality duplication removes + docstrings added (partially)
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7e6bcb3
some actualization in plot_lcpl_explainer
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31e88b2
some refactoring
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849b30f
some refactoring
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9877374

Commits on Apr 15, 2024

some cases handled + tests written
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38a9060
small changes
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159bd17
pydocstyle
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5faf54b
documentation fixed
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c9e6aa2
Algorithm overviem completed
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3d2bf3b
plot_lcppn_explainer actualized
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a2e7700
shap_multi_plot added
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3b8239f
part of the code substituted with newer methods
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c06e5e6
pydocstyling
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63c635f
some cases handled and new tests added
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6953517
matplotlib requirement added
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e3a54ee
algorithm explaining updated
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73f74f6
small changes in indices selection
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4ab46ad

Commits on Apr 16, 2024

some skipiff added
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e431803
ray support added and used as a default (instead of joblib)
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bf64bfe
pydocs
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1047a2c
pydocs
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c1dd746