shap topic
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shap repositories
FastTreeSHAP
497
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30
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Fast SHAP value computation for interpreting tree-based models
timeshap
144
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28
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TimeSHAP explains Recurrent Neural Network predictions.
awesome-shapley-value
134
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10
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Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)
powershap
183
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17
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A power-full Shapley feature selection method.
streamlit-shap
75
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7
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streamlit-shap provides a wrapper to display SHAP plots in Streamlit.
ExplainableML-Vision
27
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5
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This repository introduces different Explainable AI approaches and demonstrates how they can be implemented with PyTorch and torchvision. Used approaches are Class Activation Mappings, LIMA and SHaple...
Model-Interpretation
38
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13
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Overview of different model interpretability libraries.
survex
90
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10
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Explainable Machine Learning in Survival Analysis
Modeling-Uncertainty-Local-Explainability
34
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12
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Local explanations with uncertainty 💐!