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Projects in Awesome Lists tagged with shapley
A curated list of projects in awesome lists tagged with shapley .
https://github.com/slundberg/shap
A game theoretic approach to explain the output of any machine learning model.
deep-learning explainability gradient-boosting interpretability machine-learning shap shapley
Last synced: 03 Aug 2024
https://github.com/shap/shap
A game theoretic approach to explain the output of any machine learning model.
deep-learning explainability gradient-boosting interpretability machine-learning shap shapley
Last synced: 29 Sep 2024
https://github.com/iancovert/sage
For calculating global feature importance using Shapley values.
explainability interpretability machine-learning shapley
Last synced: 31 Jul 2024
https://github.com/benedekrozemberczki/shapley
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
classifier deep-learning ensemble ensemble-learning explainable-ai explainable-ml game-theory game-theory-toolbox machine-learning owen random-forest random-forest-classifier shapley shapley-value voting-classifier voting-game weighted-voting-games
Last synced: 31 Jul 2024
https://github.com/NorskRegnesentral/shapr
Explaining the output of machine learning models with more accurately estimated Shapley values
explainable-ai explainable-ml rcpp rcpparmadillo rstats shapley
Last synced: 05 Aug 2024
https://github.com/bgreenwell/fastshap
Fast approximate Shapley values in R
explainable-ai explainable-ml interpretable-machine-learning shapley shapley-values variable-importance xai
Last synced: 02 Aug 2024
https://github.com/eeghor/mta
Multi-Touch Attribution
marketing markov-model probabilistic-models shapley
Last synced: 02 Aug 2024
https://github.com/nredell/shapml.jl
A Julia package for interpretable machine learning with stochastic Shapley values
feature-importance iml interpretable-machine-learning julia shap shapley shapley-value stochastic-shapley-values
Last synced: 30 Sep 2024
https://github.com/snehankekre/streamlit-shap
streamlit-shap provides a wrapper to display SHAP plots in Streamlit.
explainability interpretability machine-learning shap shapley streamlit streamlit-component
Last synced: 30 Sep 2024
https://github.com/ModelOriented/iBreakDown
Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)
breakdown iml interpretability shapley xai
Last synced: 30 Jul 2024
