9 results found Sort:

benedekrozemberczki
shapley benedekrozemberczki
36
214
mit
6
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
owen shapley ensemble classifier game-theory voting-game deep-learning random-forest shapley-value explainable-ai explainable-ml machine-learning ensemble-learning voting-classifier game-theory-toolbox weighted-voting-games random-forest-classifier
Created 2020-01-30
357 commits to master branch, last one 12 months ago
dominance-analysis
dominance-analysis dominance-analysis
57
146
mit
20
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...
r-square dominance predictor keydrivers shapley-value pseudo-r-square feature-selection regression-models dominance-analysis feature-importance feature-engineering logistic-regression multiple-regression relative-importance classification-model dominance-statistics predictor-importance
Created 2018-12-05
515 commits to master branch, last one 10 months ago
AstraZeneca
awesome-shapley-value AstraZeneca
10
135
apache-2.0
2
Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)
xai lime shap shapley owen-value explainable data-science deep-learning shapley-value explainability explainable-ai explainable-ml shapley-q-value machine-learning shapley-decomposition artificial-intelligence shapley-additive-explanations explainable-artificial-intelligence
Created 2022-04-29
87 commits to master branch, last one about a year ago
aai-institute
pyDVL aai-institute
9
87
lgpl-3.0
4
pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation
least-core game-theory transferlab data-pruning data-quality banzhaf-index data-cleaning shapley-value data-valuation data-centric-ai machine-learning influence-functions robust-machine-learning
Created 2021-04-02
3,575 commits to develop branch, last one 8 days ago
nredell
ShapML.jl nredell
7
81
mit
4
A Julia package for interpretable machine learning with stochastic Shapley values
iml shap julia shapley shapley-value feature-importance stochastic-shapley-values interpretable-machine-learning
Created 2020-01-23
118 commits to master branch, last one 2 years ago
ModelOriented
treeshap ModelOriented
22
78
gpl-3.0
14
Compute SHAP values for your tree-based models using the TreeSHAP algorithm
iml xai shap shapley-value explainability explainable-ai responsible-ml interpretability machine-learning explanatory-model-analysis interpretable-machine-learning explainable-artificial-intelligence
Created 2020-07-30
232 commits to master branch, last one 5 months ago
ModelOriented
shapviz ModelOriented
10
67
gpl-2.0
5
R package for SHAP plots
xai shap rstats shapley-value visualization explainable-ai machine-learning
Created 2020-10-10
393 commits to main branch, last one 4 months ago
hsvgbkhgbv
shapley-q-learning hsvgbkhgbv
12
40
unknown
2
This repo is the implementation of paper ''SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning''.
marl q-learning starcraft2 shapley-value interpretability multiagent-reinforcement-learning
Created 2021-01-02
87 commits to master branch, last one 6 months ago
easeml
datascope easeml
4
35
mit
8
Measuring data importance over ML pipelines using the Shapley value.
shapley-value data-debugging machine-learning
Created 2021-06-14
579 commits to main branch, last one about a month ago