├── .github ├── FUNDING.yml ├── ISSUE_TEMPLATE │ ├── bug_report.md │ └── feature_request.md └── workflows │ └── stale.yml ├── .gitignore ├── Captum ├── Getting_started_with_Captum_Insights.ipynb ├── Interpret_computer_vision_model_with_Captum.ipynb ├── Interpret_your_PyTorch_model_with_Captum.ipynb ├── README.md └── doc │ ├── GradientSHAP_Example.png │ ├── average_neuron_importance.PNG │ ├── captum_insight.png │ └── interpret_vision_model.PNG ├── Lime ├── README.md ├── analysing_nlp_model_example.ipynb ├── computer_vision_example.ipynb ├── doc │ └── lime_example.png └── tabular_data_example.ipynb ├── PDPbox ├── PDPbox_Boston_Dataset_Example.ipynb ├── README.md └── doc │ └── pdp_example.png ├── README.md ├── Shap ├── README.md ├── doc │ └── shap_image.png ├── gradient_explainer_example.ipynb └── tree_explainer_example.ipynb ├── TFExplain ├── README.md ├── callback_api_example.ipynb ├── doc │ ├── smoothgrad.png │ ├── tf_explain_callback_example.PNG │ └── tf_explain_methods_example.jpg └── simple_example.py ├── Uber_Manifold ├── README.md └── doc │ └── manifold_example.png ├── eli5 ├── ELI5_Image_Classifier_Explained_Example.ipynb ├── ELI5_Iris_Feature_Importance_Example.ipynb ├── ELI5_Text_Explainer_Example.ipynb ├── README.md └── doc │ └── show_prediction_example.PNG ├── heart-disease-analysis.ipynb └── images └── cat.jpg /.github/FUNDING.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TannerGilbert/Model-Interpretation/HEAD/.github/FUNDING.yml -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/bug_report.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TannerGilbert/Model-Interpretation/HEAD/.github/ISSUE_TEMPLATE/bug_report.md -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/feature_request.md: 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