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Collection of tools for assessment of feature importance and feature effects. Key functions are: feature_importance() for assessment of global level feature importance, ceteris_paribus() for calculation of the what-if plots, partial_dependence() for partial dependence plots, conditional_dependence() for conditional dependence plots, accumulated_dependence() for accumulated local effects plots, aggregate_profiles() and cluster_profiles() for aggregation of ceteris paribus profiles, generic print() and plot() for better usability of selected explainers, generic plotD3() for interactive, D3 based explanations, and generic describe() for explanations in natural language. The package 'ingredients' is a part of the 'DrWhy.AI' universe (Biecek 2018) <arXiv:1806.08915>.

copied from cf-staging / r-ingredients
Type Size Name Uploaded Downloads Labels
conda 2.3 MB | noarch/r-ingredients-2.3.0-r43hc72bb7e_2.conda  7 months and 27 days ago 713 main
conda 2.3 MB | noarch/r-ingredients-2.3.0-r44hc72bb7e_2.conda  7 months and 27 days ago 772 main
conda 2.3 MB | noarch/r-ingredients-2.3.0-r43hc72bb7e_1.conda  1 year and 9 months ago 1329 main
conda 2.3 MB | noarch/r-ingredients-2.3.0-r42hc72bb7e_1.conda  1 year and 9 months ago 1219 main
conda 2.3 MB | noarch/r-ingredients-2.3.0-r42hc72bb7e_0.conda  2 years and 2 months ago 1495 main
conda 2.3 MB | noarch/r-ingredients-2.3.0-r41hc72bb7e_0.conda  2 years and 2 months ago 1443 main
conda 2.6 MB | noarch/r-ingredients-2.2.0-r42hc72bb7e_1.tar.bz2  2 years and 5 months ago 1450 main
conda 2.6 MB | noarch/r-ingredients-2.2.0-r41hc72bb7e_1.tar.bz2  2 years and 5 months ago 1429 main
conda 2.6 MB | noarch/r-ingredients-2.2.0-r41hc72bb7e_0.tar.bz2  3 years and 9 months ago 2156 main
conda 2.6 MB | noarch/r-ingredients-2.2.0-r36hc72bb7e_0.tar.bz2  3 years and 11 months ago 2295 main
conda 2.6 MB | noarch/r-ingredients-2.2.0-r40hc72bb7e_0.tar.bz2  3 years and 11 months ago 2262 main
conda 2.6 MB | noarch/r-ingredients-2.0.1-r36hc72bb7e_0.tar.bz2  4 years and 1 month ago 2377 main
conda 2.6 MB | noarch/r-ingredients-2.0.1-r40hc72bb7e_0.tar.bz2  4 years and 1 month ago 2398 main
conda 2.7 MB | noarch/r-ingredients-2.0-r40h6115d3f_0.tar.bz2  4 years and 6 months ago 2584 main
conda 2.7 MB | noarch/r-ingredients-2.0-r36h6115d3f_0.tar.bz2  4 years and 6 months ago 2668 main
conda 2.4 MB | noarch/r-ingredients-1.3.1-r40h6115d3f_0.tar.bz2  4 years and 7 months ago 2775 main
conda 2.4 MB | noarch/r-ingredients-1.3.1-r36h6115d3f_0.tar.bz2  4 years and 7 months ago 2807 main
conda 2.7 MB | noarch/r-ingredients-1.3.0-r36h6115d3f_0.tar.bz2  4 years and 8 months ago 2831 main
conda 2.7 MB | noarch/r-ingredients-1.3.0-r40h6115d3f_0.tar.bz2  4 years and 8 months ago 2825 main
conda 2.7 MB | noarch/r-ingredients-1.2.0-r40h6115d3f_1.tar.bz2  4 years and 10 months ago 2960 main
conda 2.7 MB | noarch/r-ingredients-1.2.0-r36h6115d3f_1.tar.bz2  4 years and 10 months ago 3662 main
conda 2.7 MB | noarch/r-ingredients-1.2.0-r35h6115d3f_0.tar.bz2  4 years and 10 months ago 2981 main
conda 2.7 MB | noarch/r-ingredients-1.2.0-r36h6115d3f_0.tar.bz2  4 years and 10 months ago 3056 main

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