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interpretml/interpret
Fit interpretable models. Explain blackbox machine learning.
C++
#ai#artificial-intelligence#bias#blackbox#differential-privacy
AI dev signals
3 awesome lists
3965 commits
3 history points
updated 2026-05-25
Trusted-AI/AIF360
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.
Python
#ai#artificial-intelligence#bias#bias-correction#bias-detection
2 awesome lists
440 commits
3 history points
updated 2025-11-13
EthicalML/xai
XAI - An eXplainability toolbox for machine learning
Python
#ai#artificial-intelligence#bias#bias-evaluation#downsampling
1 awesome list
101 commits
1 history point
updated 2025-11-29
dssg/aequitas
Bias Auditing & Fair ML Toolkit
Python
#bias#fairness#fairness-testing#machine-bias
1 awesome list
927 commits
first commit 2018-02-13
3 history points
updated 2026-05-12