9 Pull requests merged by 8 people

• DOC Fixes backtick typo for footnote display

  #1516 merged Feb 20, 2025

• DOC fixed output and reference

  #1514 merged Feb 20, 2025

• DOC fixed reference block of fairness_in_machine_learning

  #1511 merged Feb 20, 2025

• DOC Added cell block lines to fix formatting as per issue

  #1513 merged Feb 20, 2025

• DOC Update Python version to 3.9.

  #1508 merged Feb 20, 2025

• DOC Update development_process.rst

  #1509 merged Feb 20, 2025

• DOC Binary constraint

  #1510 merged Feb 20, 2025

• DOC: Improving documentation for newcomers/Link to Code of Conduct

  #1495 merged Feb 18, 2025

• Static Landing Page Lightmode

  #1507 merged Feb 17, 2025

3 Pull requests opened by 2 people

• DOC replaced RandomForestClassifier with HistGradientBoostingCLassifier

  #1512 opened Feb 19, 2025

• DOC replaced outdated hackmd link with new one and kept the old one f…

  #1515 opened Feb 19, 2025

• MNT Enable xboost testing with sklearn 1.6 again

  #1517 opened Feb 21, 2025

9 Issues closed by 2 people

• DOC Minor typo in the `plot_credit_loan_decisions` example

  #1506 closed Feb 20, 2025

• DOC Change the appearance of the "References" block

  #1503 closed Feb 20, 2025

• DOC Fix text output and reference in example notebook

  #1500 closed Feb 20, 2025

• DOC Fix missing cell block in example notebook

  #1499 closed Feb 20, 2025

• DOC Update minimum Python version in FAQ

  #1505 closed Feb 20, 2025

• DOC Remove reference to deleted file

  #1504 closed Feb 20, 2025

• Missing Documentation for Binary Constraint on y Argument in ThresholdOptimizer's .fit Method

  #1476 closed Feb 20, 2025

• Replace `get_dummies` in examples with `Pipeline`

  #665 closed Feb 17, 2025

• Add night mode on the website's static landing page

  #1493 closed Feb 17, 2025

16 Unresolved conversations

Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.

• ENH implement fair representation learner

  #1478 commented on Feb 15, 2025 • 3 new comments

• Have a `stable` or `latest` as alias for the latest version on the website

  #1218 commented on Feb 17, 2025 • 0 new comments

• DOC document allowed type for sensitive features

  #1250 commented on Feb 18, 2025 • 0 new comments

• Show progress during unfairness mitigation

  #510 commented on Feb 19, 2025 • 0 new comments

• Improvements to Typographical Consistency and Grammar in Documentation

  #1367 commented on Feb 20, 2025 • 0 new comments

• Adding references to ref.bib file

  #1069 commented on Feb 20, 2025 • 0 new comments

• DOC Replace outdated community calls link

  #1474 commented on Feb 20, 2025 • 0 new comments

• Incomplete Documentation for equalized_odds_difference Function

  #1477 commented on Feb 20, 2025 • 0 new comments

• DOC Replace a sklearn classifier in an example with a better suited one

  #1498 commented on Feb 20, 2025 • 0 new comments

• MNT Using pytorch and tensorflow objects in combination with fairlearn and sklearn 1.6 is currently broken

  #1459 commented on Feb 21, 2025 • 0 new comments

• Adding Thresholder and RejectOptionClassifier

  #997 commented on Feb 18, 2025 • 0 new comments

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

  #1043 commented on Feb 14, 2025 • 0 new comments

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

  #1057 commented on Feb 18, 2025 • 0 new comments

• feat: relaxed threshold optimizer for simple constraints

  #1453 commented on Feb 16, 2025 • 0 new comments

• enhance exponentiated gradient algorithm readibility

  #1468 commented on Feb 16, 2025 • 0 new comments

• DOC add example for using ErrorRate

  #1502 commented on Feb 19, 2025 • 0 new comments