charmlab

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4 repositories

website
Public
HTML
•0•0•0•0•Updated Jan 27, 2025Jan 27, 2025
recourse_benchmarks
Public
A package for Displaying and Computing Benchmarking Results of Algorithmic Recourse and Counterfactual Explanation Algorithms
benchmarking machine-learning deep-learning explainable-ai counterfactual-explanations
Python
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MIT License
•3•7•0•1•Updated Dec 19, 2024Dec 19, 2024
recourse
Public
Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831
machine-learning causality explainable-ai explainable-ml xai counterfactual-explanations algorithmic-recourse
Python
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MIT License
•5•36•2•13•Updated Dec 27, 2022Dec 27, 2022
mace
Public
Model Agnostic Counterfactual Explanations
machine-learning explainable-ai explainable-ml xai interpretable-machine-learning counterfactual-explanations
Python
•12•87•3•5•Updated Sep 30, 2022Sep 30, 2022