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Visualizations for SHAP (SHapley Additive exPlanations), such as waterfall plots, force plots, various types of importance plots, dependence plots, and interaction plots. These plots act on a 'shapviz' object created from a matrix of SHAP values and a corresponding feature dataset. Wrappers for the R packages 'xgboost', 'lightgbm', 'fastshap', 'shapr', 'h2o', 'treeshap', 'DALEX', and 'kernelshap' are added for convenience. By separating visualization and computation, it is possible to display factor variables in graphs, even if the SHAP values are calculated by a model that requires numerical features. The plots are inspired by those provided by the 'shap' package in Python, but there is no dependency on it.

copied from cf-post-staging / r-shapviz
Type Size Name Uploaded Downloads Labels
conda 1.8 MB | noarch/r-shapviz-0.10.2-r44hc72bb7e_0.conda  15 days and 22 hours ago 62 main
conda 1.9 MB | noarch/r-shapviz-0.10.2-r43hc72bb7e_0.conda  15 days and 22 hours ago 60 main
conda 1.9 MB | noarch/r-shapviz-0.10.1-r43hc72bb7e_0.conda  1 month and 10 days ago 111 main
conda 1.8 MB | noarch/r-shapviz-0.10.1-r44hc72bb7e_0.conda  1 month and 10 days ago 115 main
conda 1.9 MB | noarch/r-shapviz-0.10.0-r43hc72bb7e_0.conda  1 month and 11 days ago 114 main
conda 1.8 MB | noarch/r-shapviz-0.10.0-r44hc72bb7e_0.conda  1 month and 11 days ago 123 main
conda 2.3 MB | noarch/r-shapviz-0.9.7-r43hc72bb7e_1.conda  6 months and 9 days ago 556 main
conda 2.3 MB | noarch/r-shapviz-0.9.7-r44hc72bb7e_1.conda  6 months and 9 days ago 573 main
conda 2.3 MB | noarch/r-shapviz-0.9.7-r43hc72bb7e_0.conda  6 months and 13 days ago 576 main
conda 2.3 MB | noarch/r-shapviz-0.9.6-r43hc72bb7e_0.conda  9 months and 22 days ago 773 main
conda 2.2 MB | noarch/r-shapviz-0.9.5-r43hc72bb7e_0.conda  10 months and 19 days ago 890 main
conda 1.4 MB | noarch/r-shapviz-0.9.4-r43hc72bb7e_0.conda  11 months and 12 days ago 1006 main
conda 1.5 MB | noarch/r-shapviz-0.9.3-r42hc72bb7e_0.conda  1 year and 6 months ago 1609 main
conda 1.5 MB | noarch/r-shapviz-0.9.3-r43hc72bb7e_0.conda  1 year and 6 months ago 1348 main
conda 1.6 MB | noarch/r-shapviz-0.9.2-r43hc72bb7e_0.conda  1 year and 9 months ago 1383 main
conda 1.6 MB | noarch/r-shapviz-0.9.2-r42hc72bb7e_0.conda  1 year and 9 months ago 1360 main
conda 1.6 MB | noarch/r-shapviz-0.9.1-r43hc72bb7e_1.conda  1 year and 11 months ago 1420 main
conda 1.6 MB | noarch/r-shapviz-0.9.1-r42hc72bb7e_1.conda  1 year and 11 months ago 1386 main
conda 1.6 MB | noarch/r-shapviz-0.9.1-r42hc72bb7e_0.conda  1 year and 11 months ago 1391 main

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