LICENSE
README.md
pyproject.toml
requirements.ci.txt
setup.py
scripts/run_notebooks_timeouts.py
shap/__init__.py
shap/_explanation.py
shap/_serializable.py
shap/_version.py
shap/datasets.py
shap/links.py
shap.egg-info/PKG-INFO
shap.egg-info/SOURCES.txt
shap.egg-info/dependency_links.txt
shap.egg-info/requires.txt
shap.egg-info/top_level.txt
shap/actions/__init__.py
shap/actions/_action.py
shap/actions/_optimizer.py
shap/benchmark/__init__.py
shap/benchmark/_compute.py
shap/benchmark/_explanation_error.py
shap/benchmark/_result.py
shap/benchmark/_sequential.py
shap/benchmark/experiments.py
shap/benchmark/framework.py
shap/benchmark/measures.py
shap/benchmark/methods.py
shap/benchmark/metrics.py
shap/benchmark/models.py
shap/benchmark/plots.py
shap/cext/_cext.cc
shap/cext/_cext_gpu.cc
shap/cext/_cext_gpu.cu
shap/cext/gpu_treeshap.h
shap/cext/tree_shap.h
shap/explainers/__init__.py
shap/explainers/_additive.py
shap/explainers/_coalition.py
shap/explainers/_exact.py
shap/explainers/_explainer.py
shap/explainers/_gpu_tree.py
shap/explainers/_gradient.py
shap/explainers/_kernel.py
shap/explainers/_kernel_lib.pyx
shap/explainers/_linear.py
shap/explainers/_partition.py
shap/explainers/_permutation.py
shap/explainers/_sampling.py
shap/explainers/_tree.py
shap/explainers/pytree.py
shap/explainers/tf_utils.py
shap/explainers/_deep/__init__.py
shap/explainers/_deep/deep_pytorch.py
shap/explainers/_deep/deep_tf.py
shap/explainers/_deep/deep_utils.py
shap/explainers/other/__init__.py
shap/explainers/other/_coefficient.py
shap/explainers/other/_lime.py
shap/explainers/other/_maple.py
shap/explainers/other/_random.py
shap/explainers/other/_treegain.py
shap/explainers/other/_ubjson.py
shap/maskers/__init__.py
shap/maskers/_composite.py
shap/maskers/_fixed.py
shap/maskers/_fixed_composite.py
shap/maskers/_image.py
shap/maskers/_masker.py
shap/maskers/_output_composite.py
shap/maskers/_tabular.py
shap/maskers/_text.py
shap/models/__init__.py
shap/models/_model.py
shap/models/_teacher_forcing.py
shap/models/_text_generation.py
shap/models/_topk_lm.py
shap/models/_transformers_pipeline.py
shap/plots/__init__.py
shap/plots/_bar.py
shap/plots/_beeswarm.py
shap/plots/_benchmark.py
shap/plots/_decision.py
shap/plots/_embedding.py
shap/plots/_force.py
shap/plots/_force_matplotlib.py
shap/plots/_group_difference.py
shap/plots/_heatmap.py
shap/plots/_image.py
shap/plots/_labels.py
shap/plots/_monitoring.py
shap/plots/_partial_dependence.py
shap/plots/_scatter.py
shap/plots/_style.py
shap/plots/_text.py
shap/plots/_utils.py
shap/plots/_violin.py
shap/plots/_waterfall.py
shap/plots/colors/__init__.py
shap/plots/colors/_colorconv.py
shap/plots/colors/_colors.py
shap/plots/resources/bundle.js
shap/plots/resources/logoSmallGray.png
shap/utils/__init__.py
shap/utils/_clustering.py
shap/utils/_exceptions.py
shap/utils/_general.py
shap/utils/_keras.py
shap/utils/_legacy.py
shap/utils/_masked_model.py
shap/utils/_show_progress.py
shap/utils/_types.py
shap/utils/_warnings.py
shap/utils/image.py
shap/utils/transformers.py
stubs/_kernel_lib.pyi
tests/conftest.py
tests/test_datasets.py
tests/test_explanation.py
tests/test_install.py
tests/actions/_action.py
tests/actions/_optimizer.py
tests/benchmark/framework.py
tests/benchmark/perturbation.py
tests/benchmark/test_imports.py
tests/explainers/__init__.py
tests/explainers/common.py
tests/explainers/conftest.py
tests/explainers/test_coalition.py
tests/explainers/test_deep.py
tests/explainers/test_exact.py
tests/explainers/test_explainer.py
tests/explainers/test_gpu_tree.py
tests/explainers/test_gradient.py
tests/explainers/test_kernel.py
tests/explainers/test_linear.py
tests/explainers/test_partition.py
tests/explainers/test_permutation.py
tests/explainers/test_sampling.py
tests/explainers/test_tree.py
tests/explainers/other/test_ubjson.py
tests/maskers/__init__.py
tests/maskers/test_custom.py
tests/maskers/test_fixed_composite.py
tests/maskers/test_image.py
tests/maskers/test_tabular.py
tests/maskers/test_text.py
tests/models/test_teacher_forcing_logits.py
tests/models/test_text_generation.py
tests/plots/__init__.py
tests/plots/conftest.py
tests/plots/test_bar.py
tests/plots/test_beeswarm.py
tests/plots/test_colors.py
tests/plots/test_decision.py
tests/plots/test_dependence.py
tests/plots/test_dependence_string_features.py
tests/plots/test_force.py
tests/plots/test_force_js.py
tests/plots/test_group_difference.py
tests/plots/test_heatmap.py
tests/plots/test_image.py
tests/plots/test_scatter.py
tests/plots/test_style.py
tests/plots/test_summary.py
tests/plots/test_text.py
tests/plots/test_utils.py
tests/plots/test_violin.py
tests/plots/test_waterfall.py
tests/plots/baseline/test_bar.png
tests/plots/baseline/test_bar_local_feature_importance.png
tests/plots/baseline/test_bar_with_clustering.png
tests/plots/baseline/test_bar_with_cohorts_dict.png
tests/plots/baseline/test_beeswarm.png
tests/plots/baseline/test_beeswarm_no_group_remaining.png
tests/plots/baseline/test_colormaps_red_blue.png
tests/plots/baseline/test_colormaps_red_blue_circle.png
tests/plots/baseline/test_colormaps_red_blue_no_bounds.png
tests/plots/baseline/test_colormaps_red_blue_transparent.png
tests/plots/baseline/test_colormaps_red_transparent_blue.png
tests/plots/baseline/test_colormaps_red_white_blue.png
tests/plots/baseline/test_colormaps_transparent_blue.png
tests/plots/baseline/test_colormaps_transparent_red.png
tests/plots/baseline/test_decision_multioutput.png
tests/plots/baseline/test_decision_plot.png
tests/plots/baseline/test_decision_plot_interactions.png
tests/plots/baseline/test_decision_plot_single_instance.png
tests/plots/baseline/test_force_array_js.png
tests/plots/baseline/test_force_js.png
tests/plots/baseline/test_force_plot_negative_sign.png
tests/plots/baseline/test_force_plot_positive_sign.png
tests/plots/baseline/test_group_difference.png
tests/plots/baseline/test_heatmap.png
tests/plots/baseline/test_heatmap_feature_order.png
tests/plots/baseline/test_image_multi.png
tests/plots/baseline/test_image_single.png
tests/plots/baseline/test_scatter_categorical.png
tests/plots/baseline/test_scatter_custom.png
tests/plots/baseline/test_scatter_dotchain.png
tests/plots/baseline/test_scatter_interaction.png
tests/plots/baseline/test_scatter_multiple_cols_overlay.png
tests/plots/baseline/test_scatter_plot_value_input_input0.png
tests/plots/baseline/test_scatter_plot_value_input_input1.png
tests/plots/baseline/test_scatter_plot_value_input_input2.png
tests/plots/baseline/test_scatter_single.png
tests/plots/baseline/test_summary.png
tests/plots/baseline/test_summary_bar_multiclass.png
tests/plots/baseline/test_summary_bar_with_data.png
tests/plots/baseline/test_summary_compact_dot_with_data.png
tests/plots/baseline/test_summary_dot_with_data.png
tests/plots/baseline/test_summary_layered_violin_with_data.png
tests/plots/baseline/test_summary_multi_class.png
tests/plots/baseline/test_summary_multi_class_legend.png
tests/plots/baseline/test_summary_multi_class_legend_decimals.png
tests/plots/baseline/test_summary_multiclass_explanation.png
tests/plots/baseline/test_summary_plot.png
tests/plots/baseline/test_summary_plot_interaction.png
tests/plots/baseline/test_summary_plot_twice.png
tests/plots/baseline/test_summary_violin_regression.png
tests/plots/baseline/test_summary_violin_with_data.png
tests/plots/baseline/test_summary_with_data.png
tests/plots/baseline/test_summary_with_log_scale.png
tests/plots/baseline/test_violin.png
tests/plots/baseline/test_waterfall.png
tests/plots/baseline/test_waterfall_bounds.png
tests/plots/baseline/test_waterfall_custom_style.png
tests/plots/baseline/test_waterfall_legacy.png
tests/utils/test_clustering.py
tests/utils/test_general.py
tests/utils/test_masked_model.py