Popular GitHub Repositories for Fairness Awareness Model

Official implementation of our work "Collaborative Fairness in Federated Learning."

Paper lists about 'Constitutional AI System' or 'AI under Ethical Guidelines'

Tensorflow constrained optimization with different Deep Learning Models

Package implementing methods developed in "Preventing Fairness Gerrymandering" [ICML '18], "Rich Subgroup Fairness for Machine Learning" [ FAT* '19]. active development fork @algowatchupenn

Mitigate machine learning bias to ensure data ethics in U.S. national home mortgage dataset.

Human in the Loop