bias-mitigation topic
List
bias-mitigation repositories
MAAD-Face
197
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24
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A face database with a large number of high-quality attribute annotations
facerec-bias-bfw
44
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9
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Source code and notebooks to reproduce experiments and benchmarks on Bias Faces in the Wild (BFW).
Fairness.jl
31
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14
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Julia Toolkit with fairness metrics and bias mitigation algorithms
guardian-ai
39
Stars
7
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Oracle Guardian AI Open Source Project is a library consisting of tools to assess fairness/bias and privacy of machine learning models and data sets.
EqualityML
31
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2
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Evidence-based tools and community collaboration to end algorithmic bias, one data scientist at a time.
DebiAN
23
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3
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Official code of "Discover and Mitigate Unknown Biases with Debiasing Alternate Networks" (ECCV 2022)
CIRCLe
15
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1
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CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions