Group Fairness Python Packages

fairlearn

A Python package to assess and improve fairness of machine learning models.

fixout

Algorithmic inspection for trustworthy ML models

finsfairauditing

Group fairness auditing methods for set selections. Corresponding to paper "FINS Auditing Framework: Group Fairness for Subset Selections" AAAI/ACM AIES 2022

fairauditingfins

Group fairness auditing methods for set selections. Corresponding to paper "FINS Auditing Framework: Group Fairness for Subset Selections" AAAI/ACM AIES 2022