Issues

• aggregate_results() silently drops failed repeats from the mean: a model failing 3 of 5 repeats reports the same mean/std as one that succeeds all 5

  wearepal/EthicML#1183 · Filter by author shaurya416 opened on Sep 26, 2026

• add FairGP method

  new-method
  wearepal/EthicML#728 · Filter by author olliethomas opened on Aug 1, 2022

• Polars seems better than Pandas – we should switch

  code-changeproposal
  wearepal/EthicML#665 · Filter by author tmke8 opened on May 27, 2022 · EthicML 2.0

• Add a dataset with non-binary target *and* non-binary groups

  code-changedataset
  wearepal/EthicML#654 · Filter by author tmke8 opened on May 23, 2022 · EthicML 2.0

• Better logging with joblib.Parallel

  code-changeenhancement
  wearepal/EthicML#630 · Filter by author olliethomas opened on May 6, 2022 · EthicML 2.0
  3

• CI Badge on the README

  code-changedevelopment
  wearepal/EthicML#629 · Filter by author olliethomas opened on May 6, 2022

• outdir in evaluate_models should be configurable

  code-changeenhancement
  wearepal/EthicML#628 · Filter by author tmke8 opened on May 6, 2022 · EthicML 2.0

• Graceful fail of PreProcess methods in evaluate_models

  bugcode-change
  wearepal/EthicML#627 · Filter by author olliethomas opened on May 6, 2022 · EthicML 2.0

• Cv_results best method

  enhancement
  wearepal/EthicML#621 · Filter by author GeeseAndQuack opened on May 5, 2022
  2

• Fairness Labels

  documentation
  wearepal/EthicML#616 · Filter by author olliethomas opened on May 3, 2022 · EthicML 2.0

• LabelBinarizer fails when training set is missing some labels

  bugcode-change
  wearepal/EthicML#605 · Filter by author olliethomas opened on Apr 29, 2022 · EthicML 2.0
  1

• Bibtex for datasets and models

  documentation
  wearepal/EthicML#560 · Filter by author olliethomas opened on Mar 25, 2022
  1

• Confusion matrix as a metric

  enhancement
  wearepal/EthicML#556 · Filter by author olliethomas opened on Mar 23, 2022

• The great renaming

  breakingcode-change
  wearepal/EthicML#541 · Filter by author tmke8 opened on Mar 17, 2022 · EthicML 2.0
  4

• Support for multi-class classification

  wearepal/EthicML#431 · Filter by author Mahima-ai opened on May 12, 2021 · EthicML 2.0
  4

• add "too relaxed to be fair" method

  new-method
  wearepal/EthicML#427 · Filter by author olliethomas opened on Mar 24, 2021

• Avoid division by zero in TPR (and similar metrics)

  code-changeenhancement
  wearepal/EthicML#423 · Filter by author tmke8 opened on Mar 13, 2021 · EthicML 2.0
  3

• Add FairBatch algorithm.

  new-method
  wearepal/EthicML#414 · Filter by author MylesBartlett opened on Feb 8, 2021

• Looking at People Dataset

  dataset
  wearepal/EthicML#403 · Filter by author olliethomas opened on Dec 4, 2020
  2

• Add toxic comments dataset

  dataset
  wearepal/EthicML#395 · Filter by author olliethomas opened on Nov 27, 2020

• Metrics - Mutation Test revealed untested code

  bug
  wearepal/EthicML#385 · Filter by author olliethomas opened on Sep 8, 2020

• change package name on pip

  code-changedevelopment
  wearepal/EthicML#347 · Filter by author olliethomas opened on Jul 17, 2020 · EthicML 2.0
  1

• Add MEPS datatset

  dataset
  wearepal/EthicML#346 · Filter by author tmke8 opened on Jun 18, 2020

• Movielens dataset

  dataset
  wearepal/EthicML#328 · Filter by author olliethomas opened on May 5, 2020

• More options with dataset creation

  enhancement
  wearepal/EthicML#327 · Filter by author olliethomas opened on May 5, 2020