interpret-community
stable
Overview
Getting Started
Supported Models
Supported Explainers
Example Notebooks
Use Interpret-Community
Importance Values
Raw feature transformations
Visualizations
Contributing
API Reference
interpret_community package
interpret_community.tabular_explainer module
interpret_community.common package
interpret_community.common.aggregate module
interpret_community.common.base_explainer module
interpret_community.common.blackbox_explainer module
interpret_community.common.chained_identity module
interpret_community.common.constants module
interpret_community.common.error_handling module
interpret_community.common.exception module
interpret_community.common.explanation_utils module
interpret_community.common.gpu_kmeans module
interpret_community.common.metrics module
interpret_community.common.model_summary module
interpret_community.common.policy module
interpret_community.common.progress module
interpret_community.common.serialization_utils module
interpret_community.common.structured_model_explainer module
interpret_community.common.warnings_suppressor module
interpret_community.dataset package
interpret_community.dataset.dataset_wrapper package
interpret_community.dataset.decorator module
interpret_community.explanation package
interpret_community.explanation.explanation module
interpret_community.explanation.serialization module
interpret_community.lime.lime_explainer module
interpret_community.mimic package
interpret_community.mimic.mimic_explainer module
interpret_community.mimic.model_distill module
interpret_community.mimic.models package
interpret_community.mimic.models.explainable_model module
interpret_community.mimic.models.lightgbm_model module
interpret_community.mimic.models.linear_model module
interpret_community.mimic.models.tree_model_utils module
interpret_community.mimic.models.tree_model module
interpret_community.permutation package
interpret_community.permutation.metric_constants module
interpret_community.permutation.permutation_importance module
interpret_community.shap package
interpret_community.shap.deep_explainer module
interpret_community.shap.gpu_kernel_explainer module
interpret_community.shap.kernel_explainer module
interpret_community.shap.kwargs_utils module
interpret_community.shap.linear_explainer module
interpret_community.shap.tree_explainer module
interpret-community
API Reference
interpret_community package
interpret_community.shap package
interpret_community.shap.kernel_explainer module
Edit on GitHub
interpret_community.shap.kernel_explainer module
Read the Docs
v: stable
Versions
latest
stable
v0.31.0
v0.30.0
v0.29.0
v0.28.0
v0.27.0
v0.26.0
v0.25.0
v0.24.2
v0.24.1
v0.24.0
v0.23.0
v0.22.0
v0.21.0
v0.20.0
v0.19.3
v0.19.2
v0.19.1
v0.19.0
v0.18.1
v0.18.0
v0.17.2
v0.17.1
v0.17.0
v0.16.0
v0.15.4
v0.15.3
v0.15.2
v0.15.1
v0.15.0
Downloads
pdf
epub
On Read the Docs
Project Home
Builds