https://github.com/birkhoffg/cfmark

This is the official repository of the paper "Watermarking Counterfactual Explanations".

https://github.com/birkhoffg/cfmark

Science Score: 23.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
  • DOI references
  • Academic publication links
    Links to: arxiv.org
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (4.4%) to scientific vocabulary
Last synced: 9 months ago · JSON representation

Repository

This is the official repository of the paper "Watermarking Counterfactual Explanations".

Basic Info
  • Host: GitHub
  • Owner: BirkhoffG
  • License: apache-2.0
  • Language: Jupyter Notebook
  • Default Branch: main
  • Homepage:
  • Size: 2.23 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
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Created about 2 years ago · Last pushed about 2 years ago
Metadata Files
Readme License

README.md

Watermarking Counterfactual Explanations

Arxiv

This codebase contains code to reproduce the paper "Watermarking Counterfactual Explanations".

Install

This project uses 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.

Owner

  • Name: Hangzhi Guo
  • Login: BirkhoffG
  • Kind: user
  • Company: Penn State University

Ph.D. Student at Penn State University

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