AIF360
Bias detector and remover
A comprehensive toolkit for detecting and mitigating bias in machine learning models and datasets.
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.
2k stars
91 watching
840 forks
Language: Python
last commit: 5 months ago
Linked from 5 awesome lists
aiartificial-intelligencebiasbias-correctionbias-detectionbias-finderbias-reductioncodaitdeep-learningdiscriminationfairnessfairness-aifairness-awareness-modelfairness-testingibm-researchibm-research-aimachine-learningpythonrtrusted-ai
kelvins/awesome-mlops
jphall663/awesome-machine-learning-interpretability
krzjoa/awesome-python-data-science
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