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Search results for shapley value
shapley-value
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27 search results found
Shapley
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198
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
Dominance Analysis
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128
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 resource allocation models.
Timeshap
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127
TimeSHAP explains Recurrent Neural Network predictions.
Fastshap
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96
Fast approximate Shapley values in R
Treeshap
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72
Compute SHAP values for your tree-based models using the TreeSHAP algorithm
Flpapers
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68
Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Hot topics and good research groups. Paper summary
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
Shapml.jl
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50
A Julia package for interpretable machine learning with stochastic Shapley values
Shapley Q Learning
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30
This repo is the implementation of paper ''SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning''.
Datascope
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30
Measuring data importance over ML pipelines using the Shapley value.
Mattugames
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24
A Matlab Toolbox for Cooperative Game Theory
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.
Msa
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13
Hopefully, a compact and general-purpose Python package for Multiperturbation Shapley value Analysis (MSA).
Tugames
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8
A Mathematica Package for Cooperative Game Theory
Line Out Of Distribution Detection By Leveraging Important Neurons
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7
LINe: Out-of-Distribution Detection by Leveraging Important Neurons (CVPR 2023 accepted)
Interpretablesdmwithjulia
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6
Slides for the "Interpretable SDM with Julia" workshop
Shapley
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6
Weighted Shapley Values and Weighted Confidence Intervals for Multiple Machine Learning Models and Stacked Ensembles
Anatomy
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6
Shapley-based decomposition to anatomize the of out-of-sample accuracy of time-series forecasting models
Herald
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6
HERALD: An Annotation Efficient Method to Train User EngagementPredictors in Dialogs (ACL 2021)
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]
Dialog_evaluation_cmade
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6
Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog Evaluation (ACL 2020)
Game Theory Attribution
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5
Game Theory model for multichannel marketing attribution
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
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.
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