interpret-community
v0.28.0
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
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interpret_community package
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interpret_community.mimic package
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interpret_community.mimic.model_distill module
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interpret_community.mimic.model_distill module
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Utilities to train a surrogate model from teacher.
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v: v0.28.0
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