Fairlearn Files

What's Changed

• Setting up the landing page for version release and prep for v0.11.0 by @alliesaizan in https://github.com/fairlearn/fairlearn/pull/1328
• ENH Adding Equal Opportunity to fairness metrics by @faildeny in https://github.com/fairlearn/fairlearn/pull/1325
• DOC Add contributor to intersectionality notebook by @hildeweerts in https://github.com/fairlearn/fairlearn/pull/1330
• MNT add pyarrow dependency by @adrinjalali in https://github.com/fairlearn/fairlearn/pull/1335
• MNT fix a few pandas warnings by @adrinjalali in https://github.com/fairlearn/fairlearn/pull/1336
• Fixed missing parenthesis in the Equalized odds formula by @lucacorbucci in https://github.com/fairlearn/fairlearn/pull/1337
• MNT update sparse to sparse_output by @hildeweerts in https://github.com/fairlearn/fairlearn/pull/1345
• MNT delete trailing note in version guide by @hildeweerts in https://github.com/fairlearn/fairlearn/pull/1346
• FIX more pandas issues by @adrinjalali in https://github.com/fairlearn/fairlearn/pull/1339
• MNT Build fixes by @riedgar-ms in https://github.com/fairlearn/fairlearn/pull/1351
• [Doc] Small fixes by @riedgar-ms in https://github.com/fairlearn/fairlearn/pull/1354
• Release upper bound on scikit-learn by @riedgar-ms in https://github.com/fairlearn/fairlearn/pull/1356
• DOC Changing the dataset from Adult to Diabetes Hospital in Getting Started by @alliesaizan in https://github.com/fairlearn/fairlearn/pull/1310
• [Build] Fix issues by @riedgar-ms in https://github.com/fairlearn/fairlearn/pull/1361
• MNT Fix bug: FloatTransformer output dimension was set incorrectly. by @SeanMcCarren in https://github.com/fairlearn/fairlearn/pull/1333
• DOC Fix typos in the documentation by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1362
• MNT Fix failing estimator checks related to the newest sklearn changes by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1369
• MNT Replace flake8 with ruff for linting by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1365
• MNT DOC Fix (some) doc build warnings and add/improve documentation by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1363
• MNT Update the version of black to 24.4.2 by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1370
• MNT Update .git-blame-ignore-revs with linting changes by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1371
• DOC Docs improvements, structure and rephrasing by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1372
• MNT remove lightgbm pin by @adrinjalali in https://github.com/fairlearn/fairlearn/pull/1375
• MNT unpin pytest by @adrinjalali in https://github.com/fairlearn/fairlearn/pull/1376
• DOC change OneHotEncoder.sparse to sparse_output by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1379
• MNT DOC Clear docs build from all warnings by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1378
• MNT Address (not always reproducible) docs build warnings by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1382
• MNT DOC Add example gallery to the API docs by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1389
• MNT Update code to fit the new numpy2.0.0 API by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1387
• MNT Remove FutureWarning for the deprecated default usage of ThresholdOptimizer.predict_method by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1388
• FIX Add classes_ attribute to AdversarialFairnessClassifier by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1384
• MNT Add caching for branches in the doc and doctest CircleCI builds by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1392
• FIX all estimator checks related to: check_parameters_default_constructible by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1393
• FIX all estimator checks related to: check_supervised_y_no_nan by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1394
• DOC Update acs_income.rst by @excepto64 in https://github.com/fairlearn/fairlearn/pull/1396
• FIX failing estimator checks: "check_classifiers_train" and "check_regressors_no_decision_function" by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1397
• Fix check_fit_non_negative failing estimator check (+3 others) by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1398
• DOC prepare changelog for release by @adrinjalali in https://github.com/fairlearn/fairlearn/pull/1401
• Fixing failing estimator checks for the AdversarialFairnessRegressor by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1399
• Bump actions/download-artifact from 3 to 4.1.7 in /.github/workflows by @dependabot in https://github.com/fairlearn/fairlearn/pull/1406
• Add test for fetch_acs_income by @EdAbati in https://github.com/fairlearn/fairlearn/pull/1403
• Remove unused dataframe creation by @EdAbati in https://github.com/fairlearn/fairlearn/pull/1404
• [Doc] Tweak text about community calls by @riedgar-ms in https://github.com/fairlearn/fairlearn/pull/1407
• MNT Fix errors caused by three estimator checks by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1405
• MNT Fix all remaining estimator checks (except pickle related errors) by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1410
• DOC move adversarial examples by @adrinjalali in https://github.com/fairlearn/fairlearn/pull/1380
• MNT fix version constraint for torch by @adrinjalali in https://github.com/fairlearn/fairlearn/pull/1418
• DOC Add Tamara to the website by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1420
• ENH added agg argument to equalized odds difference and ratio to support "average odds" by @IanEisenberg in https://github.com/fairlearn/fairlearn/pull/960
• DOC Add jupyterlite button to the examples by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1422
• Update maintainers by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1424
• Update value in init as preparation for v0.11.0 release by @TamaraAtanasoska in https://github.com/fairlearn/fairlearn/pull/1426

New Contributors

• @faildeny made their first contribution in https://github.com/fairlearn/fairlearn/pull/1325
• @lucacorbucci made their first contribution in https://github.com/fairlearn/fairlearn/pull/1337
• @excepto64 made their first contribution in https://github.com/fairlearn/fairlearn/pull/1396
• @EdAbati made their first contribution in https://github.com/fairlearn/fairlearn/pull/1403
• @IanEisenberg made their first contribution in https://github.com/fairlearn/fairlearn/pull/960

Full Changelog: https://github.com/fairlearn/fairlearn/compare/v0.10.0...v0.11.0