Pull requests

• FIX Validate grid_size and predict_method in ThresholdOptimizer

  #1806·SpiliosDimakopoulos opened Oct 23, 2026Contributor·3 tasks done·

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• FIX Validate that alpha is between 0 and 1 in CorrelationRemover

  #1805·SpiliosDimakopoulos opened Oct 22, 2026Contributor·3 tasks done·

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• Fix MetricFrame grouping feature name collisions

  #1804·AryanRG opened Oct 22, 2026·2 tasks done·

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• FIX Use constraint_weight set via set_params in GridSearch

  #1803·SpiliosDimakopoulos opened Oct 22, 2026Contributor·3 tasks done·

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• FIX Do not overwrite the nu parameter in ExponentiatedGradient.fit

  #1802·SpiliosDimakopoulos opened Oct 22, 2026Contributor·4 tasks done·

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• Fix sklearn nightly deprecation warning

  No Changelog Needed
  #1800·bhupeshmukane opened Oct 22, 2026·

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• FIX update doctest expectation after random seed change

  #1797·taharallouche opened Oct 20, 2026Member·7 tasks·

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• FIX Keep points exactly tol apart and validate tol in ThresholdOptimizer

  #1794·SpiliosDimakopoulos opened Oct 19, 2026Contributor·3 tasks done·

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• FIX adversarial pred func and loss override and mismatch

  bugpython
  #1776·taharallouche opened Oct 17, 2026Member·3 of 7 tasks·

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• DOC Add stable aliases for versioned documentation

  No Changelog Needed
  #1770·BALOGUN-DAVID opened Oct 17, 2026Contributor·2 of 7 tasks·

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• DOC document gamma, bound, project_lambda, and signed_weights on Moment

  #1751·SpiliosDimakopoulos opened Oct 9, 2026Contributor·

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• TST: Make parallel unit-test collection deterministic

  #1741·nawaaaaaAaar opened Oct 5, 2026Contributor·

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• FIX: handle vacuous TPR/FPR parity constraints

  #1726·breken-ai opened Sep 10, 2026Contributor·2 of 7 tasks·

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• DOC Add links to additional adversarial fairness experiments

  #1724·quinnarnold opened Sep 4, 2026Contributor·2 of 7 tasks·

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• DOC Improve ExponentiatedGradient guidance

  #1721·quinnarnold opened Aug 30, 2026Contributor·2 of 7 tasks·

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• DOC: clarify that Moment subclasses can be used as constraints or objectives

  #1717·SpiliosDimakopoulos opened Aug 26, 2026Contributor·

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• [ENH] Add reweighing preprocessing technique based on Kamiran, Calders

  #1612·wirrywoo opened Dec 19, 2025·4 of 7 tasks·

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• MNT Narwhals in utils._input_validations

  #1533·EdAbati opened Mar 25, 2025Contributor·2 of 7 tasks·

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• MNT Narwhalify reductions.ErrorRate

  #1526·StefanieSenger opened Mar 6, 2025Contributor·4 of 7 tasks·

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• ENH Add post-processing algorithm "Discrimination Aware Decision Tree Learning" by Kamiran et al.

  stale
  #1057·Hadyark opened Apr 3, 2022·5 tasks done·

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• ENH add mitigation algorithm "Mechanisms for Fair Classification" by Zafar et al.

  stale
  #1043·rensoostenbach opened Mar 14, 2022Contributor·4 tasks done·

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• ENH Add "Reweighing"

  enhancementstale
  #1017·SeanMcCarren opened Feb 2, 2022Contributor·4 tasks done·

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• Adding Thresholder and RejectOptionClassifier

  stale
  #997·bramreinders97 opened Nov 25, 2021Contributor·

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• FEAT export InterpolatedThresholder as a public object and update its API (e.g., rename an argument)

  APIenhancement
  #918·romanlutz opened Jul 25, 2021Member·

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• FEAT Synthetic dataset creation

  stale
  #907·coreysharris opened Jul 17, 2021·

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