https://github.com/birkhoffg/cfmark

This is the official repository of the paper "Watermarking Counterfactual Explanations".
https://github.com/birkhoffg/cfmark

Last synced: about 1 year ago
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This is the official repository of the paper "Watermarking Counterfactual Explanations".

• Host: GitHub
• URL: https://github.com/birkhoffg/cfmark
• Owner: BirkhoffG
• License: apache-2.0
• Created: 2024-05-29T00:22:50.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2024-06-01T00:41:43.000Z (about 2 years ago)
• Last Synced: 2025-02-13T10:36:32.716Z (over 1 year ago)
• Language: Jupyter Notebook
• Homepage:
• Size: 2.23 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Watermarking Counterfactual Explanations

[![Arxiv](https://img.shields.io/badge/Arxiv-2405.18671-orange)](https://arxiv.org/pdf/2405.18671.pdf)

This codebase contains code to reproduce the paper "[Watermarking Counterfactual Explanations](http://arxiv.org/abs/2405.18671)".

## Install

This project uses 

[jax-relax](https://github.com/BirkhoffG/jax-relax/) (a fast and scalable recourse explanation library).

```sh

pip install -e ".[dev]" --upgrade

```

## Run Experiments

```sh

python -m scripts.run_all

```

Edit the `scripts/run_all.py` file to specify the datasets, CF methods, and attack methods to run.