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Commits on Jul 27, 2023

• Issue 265 privileged class bank dataset (Trusted-AI#449)

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  joosjegoedhart

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Commits on Jul 23, 2023

• Add a bias detector based on optimal transport (Trusted-AI#434)

  jmarecek

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Commits on Jul 17, 2023

• Bump versions (Trusted-AI#458)

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  hoffmansc

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  be3c64b

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Commits on Nov 4, 2022

• Initial inFairness algorithms (SenSeI/SenSR) (Trusted-AI#340)

  hoffmansc

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Commits on Sep 19, 2022

• average predictive value difference metric implementation Trusted-AI#376 (Trusted-AI#410)

  sreeja-g

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Commits on Sep 3, 2022

• More sklearn-compatible metrics (Trusted-AI#290)

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  hoffmansc

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Commits on Aug 26, 2022

• sklearn-compat additions (Trusted-AI#322)

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  mnagired

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Commits on Aug 25, 2022

• Dataset Improvements (Trusted-AI#278)

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  hoffmansc

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Commits on Jul 1, 2022

• More sklearn-compatible algorithms (Trusted-AI#318)

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  hoffmansc

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Commits on May 3, 2022

• Bump actions versions and pin R version (Trusted-AI#306)

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  hoffmansc

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Commits on Jan 20, 2022

• Fairadapt inclusion in AIF360 (Trusted-AI#257)

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  4 peopleauthored
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Commits on Apr 20, 2021

• Implements multidimensional subset scanning and uses it to identify bias in classifiers. Includes Bernoulli, Poisson and Berk Jones scoring functions, and example notebooks.

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  Victor Akinwande

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Commits on Feb 24, 2021

• Merge branch 'master' into tf2

  hoffmansc

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Commits on Feb 18, 2021

• Bug fixes and docstring/style fixes (Trusted-AI#229)

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  hoffmansc

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Commits on Feb 16, 2021

• Allow for TFv2

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  hoffmansc

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Commits on Feb 12, 2021

• Merge pull request Trusted-AI#196 from Trusted-AI/meta_fair_cleanup

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  nrkarthikeyan

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Commits on Feb 5, 2021

• Merge pull request Trusted-AI#215 from sohiniu/master

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  nrkarthikeyan

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Commits on Jan 28, 2021

• fairlearn wrappers

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  sohiniu

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Commits on Jan 8, 2021

• Additional deprecation fixes (Trusted-AI#220)

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  hoffmansc

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Commits on Oct 14, 2020

• Skip slow meta fair test (Trusted-AI#208)

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  hoffmansc

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Commits on Aug 6, 2020

• vectorized meta fair and removed unused code

  hoffmansc

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Commits on May 20, 2020

• Various documentation and small bug fixes (Trusted-AI#170)

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  hoffmansc

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Commits on May 11, 2020

• Refactor make_scorer for group fairness metrics (Trusted-AI#174)

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  chkoar

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Commits on Apr 28, 2020

• Muliti class support (Trusted-AI#165)

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  swapna-somineni

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Commits on Apr 1, 2020

• Version bump -> 0.3.0rc0 (Trusted-AI#148)

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  hoffmansc

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Commits on Mar 7, 2020

• GerryFair PR (Trusted-AI#146)

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  5 peopleauthored
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Commits on Feb 19, 2020

• added comments to tests

  hoffmansc

  committed
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• made foreign_worker and education (bank) ordered

  hoffmansc

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• train, test were swapped for adult

  hoffmansc

  committed
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• postprocessor takes DataFrame if use_proba

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  hoffmansc

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• moved tests to main test folder

  hoffmansc

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Commits on Nov 27, 2019

• Differential fairness metric (Trusted-AI#125)

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  hoffmansc

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Commits on May 17, 2019

• removed __future__ imports

  hoffmansc

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Commits on May 9, 2019

• removed additional python 2-related checks

  

  Samuel Hoffman

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Commits on Oct 16, 2018

• added random seed for meta classifier test script

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  Samuel Hoffman

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