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Title: Pull requests · fairlearn/fairlearn · GitHub

Open Graph Title: Pull requests · fairlearn/fairlearn

X Title: Pull requests · fairlearn/fairlearn

Description: A Python package to assess and improve fairness of machine learning models. - Pull requests · fairlearn/fairlearn

Open Graph Description: A Python package to assess and improve fairness of machine learning models. - Pull requests · fairlearn/fairlearn

X Description: A Python package to assess and improve fairness of machine learning models. - Pull requests · fairlearn/fairlearn

Opengraph URL: https://github.com/fairlearn/fairlearn

X: @github

direct link

Domain: patch-diff.githubusercontent.com

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docs: Add GridSearch algorithm documentation and usage example to the reductions user guide.https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1622
k-nithinhttps://patch-diff.githubusercontent.com/fairlearn/fairlearn/issues?q=is%3Apr+is%3Aopen+author%3Ak-nithin
https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1622
Removes the obsolete Pillow deprecation warning suppression.https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1620
briahnloohttps://patch-diff.githubusercontent.com/fairlearn/fairlearn/issues?q=is%3Apr+is%3Aopen+author%3Abriahnloo
1 https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1620
https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1620
Fixed input dimension calculation for >2D arrays in BackendEnginehttps://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1617
MiloszDevhttps://patch-diff.githubusercontent.com/fairlearn/fairlearn/issues?q=is%3Apr+is%3Aopen+author%3AMiloszDev
1 https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1617
https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1617
Add test to ensure ThresholdOptimizer supports X with ndims > 2https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1616
Anish8800https://patch-diff.githubusercontent.com/fairlearn/fairlearn/issues?q=is%3Apr+is%3Aopen+author%3AAnish8800
3 https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1616
https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1616
DOC: Add user guide example for GridSearch with demographic parityhttps://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1615
Anish8800https://patch-diff.githubusercontent.com/fairlearn/fairlearn/issues?q=is%3Apr+is%3Aopen+author%3AAnish8800
1 https://patch-diff.githubusercontent.com/fairlearn/fairlearn/issues/1615/linked_closing_reference?reference_location=REPO_ISSUES_INDEX
4 https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1615
https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1615
Add versionadded directives to public API classes and methodshttps://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1613
Anish8800https://patch-diff.githubusercontent.com/fairlearn/fairlearn/issues?q=is%3Apr+is%3Aopen+author%3AAnish8800
9 https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1613
https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1613
[ENH] Add reweighing preprocessing technique based on Kamiran, Caldershttps://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1612
wirrywoohttps://patch-diff.githubusercontent.com/fairlearn/fairlearn/issues?q=is%3Apr+is%3Aopen+author%3Awirrywoo
2 https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1612
https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1612
DOC Validate and document scalar entry requirement for sensitive_featureshttps://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1550
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23 https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1550
https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1550
MNT Narwhals in utils._input_validationshttps://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1533
EdAbatihttps://patch-diff.githubusercontent.com/fairlearn/fairlearn/issues?q=is%3Apr+is%3Aopen+author%3AEdAbati
16 https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1533
https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1533
MNT Narwhalify reductions.ErrorRatehttps://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1526
StefanieSengerhttps://patch-diff.githubusercontent.com/fairlearn/fairlearn/issues?q=is%3Apr+is%3Aopen+author%3AStefanieSenger
14 https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1526
https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1526
ENH Add post-processing algorithm "Discrimination Aware Decision Tree Learning" by Kamiran et al.https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1057
stale https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pulls?q=is%3Apr+is%3Aopen+label%3Astale
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10 https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1057
https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1057
ENH add mitigation algorithm "Mechanisms for Fair Classification" by Zafar et al. https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1043
stale https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pulls?q=is%3Apr+is%3Aopen+label%3Astale
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85 https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1043
https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1043
ENH Add "Reweighing"https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1017
enhancement https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pulls?q=is%3Apr+is%3Aopen+label%3Aenhancement
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9 https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1017
https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/1017
Adding Thresholder and RejectOptionClassifier https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/997
stale https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pulls?q=is%3Apr+is%3Aopen+label%3Astale
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220 https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/997
https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/997
FEAT export InterpolatedThresholder as a public object and update its API (e.g., rename an argument)https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/918
API https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pulls?q=is%3Apr+is%3Aopen+label%3AAPI
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11 https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/918
https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/918
FEAT Synthetic dataset creationhttps://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/907
stale https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pulls?q=is%3Apr+is%3Aopen+label%3Astale
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1 https://patch-diff.githubusercontent.com/fairlearn/fairlearn/issues/907/linked_closing_reference?reference_location=REPO_ISSUES_INDEX
111 https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/907
https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/907
ENH Plot ROC AUC curveshttps://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/869
stale https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pulls?q=is%3Apr+is%3Aopen+label%3Astale
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28 https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/869
https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/869
Add CDF_DemographicParity for regressionhttps://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/563
enhancement https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pulls?q=is%3Apr+is%3Aopen+label%3Aenhancement
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https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pulls?q=assignee%3Aleijie-wang+is%3Aopen
67 https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/563
https://patch-diff.githubusercontent.com/fairlearn/fairlearn/pull/563
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