shapley topic
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shapley repositories
shapley
211
Stars
36
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The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
shap
21.8k
Stars
3.2k
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A game theoretic approach to explain the output of any machine learning model.
sage
236
Stars
33
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For calculating global feature importance using Shapley values.
shapFlex
70
Stars
7
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An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model
ShapML.jl
80
Stars
7
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A Julia package for interpretable machine learning with stochastic Shapley values
sagemaker-explaining-credit-decisions
94
Stars
27
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Amazon SageMaker Solution for explaining credit decisions.
mta
98
Stars
32
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Multi-Touch Attribution
fastshap
112
Stars
18
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Fast approximate Shapley values in R
iBreakDown
79
Stars
15
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Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)
awesome-shapley-value
134
Stars
10
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Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)