jurity 2.1.0

Major

• Remove support for Python 3.7 and add support for Python 3.11 and Python 3.12
• Update CI test environment to drop Python 3.7 and add Python 3.11, Python 3.12.
• Fix typos in docstrings for fairness metrics get_scores method.
• Update S3 link in evalrs lfm_dataset_path
• Add Probabilistic Fairness Metric calculation example in quick start.
• Adding setuptools in github worklow to address no pre-install of setuptools in Python 3.12

jurity 2.0.1

• (minor) adding simulator utilities and minor fixes

jurity 2.0.0

• Probabilistic fairness metrics are added based on membership likelihoods and surrogates --thanks to @mthielbar
• Algorithm based on Surrogate Membership for Inferred Metrics in Fairness Evaluation (LION 2023)

jurity 1.3.4

What's Changed

• Added False Omission Rate Difference to Binary Fairness Metrics

New Contributors

• @Yaman-Habip made the first contribution in #22

jurity 1.3.3

• Fixed Pandas deprecated function.

jurity 1.3.2

• New diversity metric released: intra-list diversity.

jurity 1.3.1

• New diversity metric released: inter-list diversity.

Author: @takojunior

jurity 1.3.0

• Added Inverse Propensity Scoring (IPS) and Doubly Robust Estimation (DR) CTR estimation methods.

jurity 1.2.2

• AUG bugfix

jurity 1.2.1

• Fixed docs links