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Search results for shapley
shapley
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20 search results found
Shap
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21,595
A game theoretic approach to explain the output of any machine learning model.
Sage
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205
For calculating global feature importance using Shapley values.
Shapley
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198
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
Shapr
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130
Explaining the output of machine learning models with more accurately estimated Shapley values
Fastshap
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96
Fast approximate Shapley values in R
Sagemaker Explaining Credit Decisions
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87
Amazon SageMaker Solution for explaining credit decisions.
Ibreakdown
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79
Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)
Acv00
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73
ACV is a python library that provides explanations for any machine learning model or data. It gives local rule-based explanations for any model or data and different Shapley Values for tree-based models.
Awesome Shapley Value
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63
Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)
Mta
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53
Multi-Touch Attribution
Shapml.jl
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50
A Julia package for interpretable machine learning with stochastic Shapley values
Removal Explanations
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24
A lightweight implementation of removal-based explanations for ML models.
Shapleyr
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20
Package for a nice and smoothe usage of the shapley value for mlr
Shapley
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11
Compute Shapley-Shorrocks value decompositions
Streamlit Shap
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10
streamlit-shap provides a wrapper to display SHAP plots in Streamlit.
Shapley Regression
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8
For calculating Shapley values via linear regression.
Shapley Values H2o Example
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6
Shapley Values with H2O AutoML Example (ML Interpretability)
Shapka
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5
An open source library for key drivers analysis based on Shapley values and Kano Theory
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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