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Trusted-AI
AIF360 Trusted-AI
822
2.4k
apache-2.0
90
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
436 commits to main branch, last one 2 months ago
dssg
aequitas dssg
109
652
mit
43
Bias Auditing & Fair ML Toolkit
bias fairness machine-bias fairness-testing
Created 2018-02-13
911 commits to master branch, last one about a month ago
ResponsiblyAI
responsibly ResponsiblyAI
21
90
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