shapley-value topic

The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).

benedekrozemberczki

This package can be used for dominance analysis or Shapley Value Regression for finding relative importance of predictors on given dataset. This library can be used for key driver analysis or marginal...

dominance-analysis

An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model

nredell

A Julia package for interpretable machine learning with stochastic Shapley values

nredell

Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)

AstraZeneca

Measuring data importance over ML pipelines using the Shapley value.

easeml

This repo is the implementation of paper ''SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning''.

hsvgbkhgbv

Compute SHAP values for your tree-based models using the TreeSHAP algorithm

ModelOriented

A Matlab Toolbox for Cooperative Game Theory

himeinhardt

PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuation of Data" by Amirata Ghorbani and James Zou [ICML 2019]

ajsanjoaquin