4 results found Sort:

Trusted-AI
AIF360 Trusted-AI
842
2.5k
apache-2.0
91
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.
r ai bias codait python fairness trusted-ai bias-finder fairness-ai ibm-research deep-learning bias-detection bias-reduction discrimination bias-correction ibm-research-ai fairness-testing machine-learning artificial-intelligence fairness-awareness-model
Created 2018-08-22
437 commits to main branch, last one 4 months ago
ResponsiblyAI
responsibly ResponsiblyAI
21
95
mit
6
Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰
bias audit ethics python fairness bias-finder fairness-ai fairness-ml data-science machine-bias bias-reduction bias-correction fairness-testing machine-learning artificial-intelligence fairness-awareness-model natural-language-processing
Created 2018-08-02
294 commits to master branch, last one 3 years ago
XinyiYS
CollaborativeFairFederatedLearning XinyiYS
12
49
unknown
6
Official implementation of our work "Collaborative Fairness in Federated Learning."
privacy fairness-ml federated-learning collaborative-learning fairness-awareness-model
Created 2020-04-02
413 commits to master branch, last one 5 months ago
newlei
FairGo newlei
12
48
unknown
2
Learning Fair Representations for Recommendation: A Graph-based Perspective, WWW2021
gcn fair pytorch www2021 fairness recommendation recommender-system collaborative-filtering fairness-awareness-model
Created 2021-01-17
21 commits to main branch, last one 3 years ago