shapley topic

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

benedekrozemberczki

A game theoretic approach to explain the output of any machine learning model.

shap

For calculating global feature importance using Shapley values.

iancovert

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

Amazon SageMaker Solution for explaining credit decisions.

awslabs

Multi-Touch Attribution

eeghor

Fast approximate Shapley values in R

bgreenwell

Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)

ModelOriented

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

AstraZeneca