Existing Fairness Toolkits

Existing Fairness Toolkits

Name	Status	Company	Link	Code Availability	Language
AI Fairness 360	Active	IBM	Link	Yes	Python
Fairlearn	Active	Microsoft	Link	Yes	Python
SageMaker Clarify	Active	AWS	Link	No	Unknown
Fairness.jl	Active	Open Source	Link	Yes	Julia
Aequitas	Active	Open Source	Link	Yes	Python
What-If	Active	Google	Link	No	Unknown
Scikit-fairness	Merged by Fairlearn	OpenSource	Link	Yes	Python
Ethics & Algorithms Toolkit	Inactive	Unknown	Link	Yes	Unknown
Fair Models	Active	Open Source	Link	Yes	R