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CHANGELOG.txt
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CHANGELOG.txt
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=========
CHANGELOG
=========
-------------------------------------------------------------------------------
Sep 06, 2024 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
-------------------------------------------------------------------------------
Jan 25, 2023 2.0.1
-------------------------------------------------------------------------------
- (minor) adding simulator utilities and minor fixes
-------------------------------------------------------------------------------
Sep 09, 2022 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)
-------------------------------------------------------------------------------
August 1, 2023 1.3.4
-------------------------------------------------------------------------------
- Added False Omission Rate Difference to Binary Fairness Metrics.
-------------------------------------------------------------------------------
April 21, 2023 1.3.3
-------------------------------------------------------------------------------
- Fixed Pandas deprecated function.
-------------------------------------------------------------------------------
Feb 09, 2022 1.3.2
-------------------------------------------------------------------------------
- Added Intra-List Diversity to recommender metrics.
-------------------------------------------------------------------------------
Jan 07, 2022 1.3.1
-------------------------------------------------------------------------------
- Added Inter-List Diversity to recommender metrics.
-------------------------------------------------------------------------------
July 29, 2021 1.3.0
-------------------------------------------------------------------------------
- Added Inverse Propensity Scoring (IPS) and Doubly Robust Estimation (DR) CTR estimation methods.
-------------------------------------------------------------------------------
July 12, 2021 1.2.2
-------------------------------------------------------------------------------
- Fixed bug with Area under the Curve (AUC) metric when only one class exists.
-------------------------------------------------------------------------------
June 23, 2021 1.2.1
-------------------------------------------------------------------------------
- Fixed documentation links
-------------------------------------------------------------------------------
April 16, 2021 1.2.0
-------------------------------------------------------------------------------
- Fixed deprecation warning of numpy 1.20 dtype
-------------------------------------------------------------------------------
April 13, 2021 1.1.0
-------------------------------------------------------------------------------
- Added Area under the Curve (AUC) metric to Recommenders.
- Dropped installation using wheel
-------------------------------------------------------------------------------
February 1, 2021 1.0.0
-------------------------------------------------------------------------------
- Initial public release.
-------------------------------------------------------------------------------
December 1, 2020
-------------------------------------------------------------------------------
- Development starts.