FairBench

A comprehensive AI fairness exploration framework.

Author: Emmanouil (Manios) Krasanakis
License: Apache Software License 2

Features

• 📈 Fairness reports and stamps
• 🎏 Multivalue multiattribute
• 🛠️ Measure building blocks
• ⚙️ ML integration (numpy,torch,tensorflow,jax)

Learn more in the documentation.

Recipes

Citation

@article{krasanakis2024standardizing,
      title={Towards Standardizing AI Bias Exploration}, 
      author={Emmanouil Krasanakis and Symeon Papadopoulos},
      year={2024},
      eprint={2405.19022},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}