interpret-community:Interpret 社区通过额外的可解释性技术和实用功能扩展了 Interpret 存储库，以处理现实世界的数据集和工作流 （153个子文件） 
.babelrc 125B setup.cfg 36B
WhatIf.gif 12.87MB .gitignore 1KB
inlineDashboard.html 1KB MANIFEST.in 232B pytest.ini 161B simple-feature-transformations-explain-local.ipynb 18KB advanced-feature-transformations-explain-local.ipynb 18KB explain-binary-classification-local.ipynb 13KB explain-multiclass-classification-local.ipynb 12KB explain-regression-local.ipynb 12KB explain-binary-classification-local-gpu.ipynb 12KB index.js 4.53MB newDash.js 4.5MB index.js 4.01MB main.js 2KB webpack.config.js 792B old_mimic_model.json 257KB old_mimic_model2.json 40KB package.json 959B flake_rules.json 75B LICENSE 1KB yarn.lock 253KB index.js.map 16.68MB README.md 28KB release-process.md 3KB README.md 3KB AUTHORS.md 2KB SECURITY.md 2KB bug_report.md 834B feature_request.md 595B CODE_OF_CONDUCT.md 453B README.md 416B README.md 287B
LocalExplanation.png 427KB GlobalExplanation.png 290KB ModelPerformance.png 289KB DatasetExplorer.png 208KB interpretability-architecture.png 178KB Cohorts.png 35KB build-docs.ps1 2KB set-variable-from-file.ps1 700B explanation.py 86KB common_tabular_tests.py 56KB test_explain_model.py 51KB mimic_explainer.py 43KB test_mimic_explainer.py 38KB dataset_wrapper.py 30KB permutation_importance.py 30KB explanation_utils.py 22KB kernel_explainer.py 21KB lime_explainer.py 21KB linear_model.py 21KB deep_explainer.py 20KB common_utils.py 20KB test_does_quack.py 20KB model_wrapper.py 20KB lightgbm_model.py 18KB gpu_kernel_explainer.py 18KB test_raw_explanation.py 17KB tree_explainer.py 17KB linear_explainer.py 15KB explanation_dashboard.py 14KB tabular_explainer.py 13KB explanation_dashboard_input.py 13KB blackbox_explainer.py 13KB feature_mappers.py 11KB data_mapper.py 10KB test_explanation_utils.py 10KB test_validate_explanations.py 10KB constants.py 9KB tree_model.py 9KB test_misc_explainers.py 8KB test_serialize_explainer.py 8KB conftest.py 7KB test_data_mapper.py 7KB test_serialize_explanation.py 6KB test_pfi_explainer.py 6KB policy.py 6KB test_lime_explainer.py 5KB tree_model_utils.py 5KB mlflow.py 5KB aggregate.py 5KB test_notebooks.py 4KB model_distill.py 4KB data_mapper_utils.py 4KB gpu_kmeans.py 4KB setup.py 4KB models.py 4KB test_explanation_dashboard.py 3KB test_feat_mappers.py 3KB explainable_model.py 3KB conf.py 3KB metrics.py 3KB base_explainer.py 2KB test_mlflow.py 2KB test_serialization_utils.py 2KB test_timestamp_featurizer.py 2KB raw_explain_utils.py 2KB共 153 条
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