Subgroup Fairness, Instantaneous Fairness, and Distributional Repair - v2#551

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Langbridge wants to merge 8 commits intoTrusted-AI:mainfrom

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Commits on Aug 2, 2025

Implemented The Following algorithms:

JoeJohnson01
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Add FACTS import warnings (#524)

hoffmansc
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Bump version -> 0.6.1 (#525)

hoffmansc
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Abi-Langbridge1
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Updated the readme file to include the newly implemented algorithms of:

JoeJohnson01
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Abi-Langbridge1
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Bug fixes for the FACTS method (#533)

kos-tso
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Abi-Langbridge1
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Replace `np.NaN`s (#544)

hoffmansc
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Abi-Langbridge1
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adding usage demo

Abi-Langbridge1
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Abi-Langbridge1
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Signed-off-by: Langbridge <abi.langbridge@gmail.com>

Abi-Langbridge1
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Abi-Langbridge1
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