Here are
23 public repositories
matching this topic...
A game theoretic approach to explain the output of any machine learning model.
Updated
Aug 5, 2021
Jupyter Notebook
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
Updated
Aug 10, 2021
Python
Explaining the output of machine learning models with more accurately estimated Shapley values
For calculating global feature importance using Shapley values.
Updated
Jul 19, 2021
Python
Amazon SageMaker Solution for explaining credit decisions.
Updated
Jun 2, 2021
Python
Fast approximate Shapley values in R
Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)
Updated
Mar 4, 2021
Python
An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model
A Julia package for interpretable machine learning with stochastic Shapley values
Updated
May 6, 2021
Julia
Package for a nice and smoothe usage of the shapley value for mlr
A lightweight implementation of removal-based explanations for ML models.
Updated
Jul 19, 2021
Python
Shapley Values with H2O AutoML Example (ML Interpretability)
Updated
Mar 17, 2019
HTML
Updated
Jun 29, 2021
Python
For calculating Shapley values via linear regression.
Updated
Jun 6, 2021
Python
Compute Shapley-Shorrocks value decompositions
An open source python package to identify customer satisfaction drivers based on Shapley values and Kano Theory
Updated
Feb 23, 2021
Jupyter Notebook
Interpretable machine learning based on Shapley values
Updated
Jul 20, 2021
Python
Predicting Demand in Primary Health Care Centers in Lebanon: Insight from Syrian Refugees Crisis
Updated
Jul 15, 2021
Jupyter Notebook
Jupyter Notebook Templates for quick prototyping of machine learning solutions
Updated
Jun 30, 2021
Jupyter Notebook
This repository contains an example of how to implement the shap library to interpret a machine learning model.
Updated
Jul 13, 2021
Jupyter Notebook
A project for Intelligent Systems course done in 2019.3, it's a regression model using the XGBoost algorithm to predict future values of investment fund shares.
Updated
Dec 18, 2019
Jupyter Notebook
Search vector Shapley in cooperative game
Updated
Jun 10, 2021
Python
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