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Search results for machine learning shapley value
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shapley-value
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11 search results found
Shapley
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198
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
Treeshap
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72
Compute SHAP values for your tree-based models using the TreeSHAP algorithm
Awesome Shapley Value
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63
Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)
Shapviz
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57
R package for SHAP plots
Pydvl
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52
pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation
Datascope
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30
Measuring data importance over ML pipelines using the Shapley value.
Shapleyvaluefl
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21
A pip library for calculating the Shapley Value for computing the marginal contribution of each client in a Federated Learning environment.
Shapley
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6
Weighted Shapley Values and Weighted Confidence Intervals for Multiple Machine Learning Models and Stacked Ensembles
Interpretablesdmwithjulia
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6
Slides for the "Interpretable SDM with Julia" workshop
Anatomy
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6
Shapley-based decomposition to anatomize the of out-of-sample accuracy of time-series forecasting models
Shapley_valuation
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6
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]
Xper
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5
A methodology designed to measure the contribution of the features to the predictive performance of any econometric or machine learning model.
Cf Shap
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5
Counterfactual SHAP: a framework for counterfactual feature importance
Shapflex
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5
An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model
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