fairness-testing topic
List
fairness-testing repositories
AIF360
2.3k
Stars
817
Forks
Watchers
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
aequitas
639
Stars
107
Forks
Watchers
Bias Auditing & Fair ML Toolkit
bias-in-credit-models
19
Stars
3
Forks
Watchers
Examples of unfairness detection for a classification-based credit model
responsibly
90
Stars
20
Forks
Watchers
Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰
Awesome-Robust-Machine-Learning
19
Stars
0
Forks
Watchers
A curated list of Robust Machine Learning papers/articles and recent advancements.