counterfactual-explanations topic

A collection of algorithms of counterfactual explanations.

wangyongjie-ntu

Code and data for decision making under strategic behavior, NeurIPS 2020 & Management Science 2024.

Networks-Learning

Official implement of our work: Sim2Word: Explaining Similarity with Representative Attribute Words via Counterfactual Explanations, which is published in ACM TOMM 2022

RuoyuChen10

Meaningfully debugging model mistakes with conceptual counterfactual explanations. ICML 2022

mertyg

A list of research papers of explainable machine learning.

BirkhoffG

Interpretable Control Exploration and Counterfactual Explanation (ICE) on StyleGAN

prclibo

The repository contains lists of papers on causality and how relevant techniques are being used to further enhance deep learning era computer vision solutions.

MaheepChaudhary

An Open-Source Library for the interpretability of time series classifiers

fzi-forschungszentrum-informatik

Molecular Explanation Generator

danilonumeroso

Personal coach to help you obtain desired AI decisions!

poloclub