Cleanlab Files

What's Changed

• Add end-to-end tests at the end of Datalab quickstart tutorial by @allincowell in https://github.com/cleanlab/cleanlab/pull/1118
• Centralize existing functionality for constructing and correcting knn graphs in a separate module by @elisno in https://github.com/cleanlab/cleanlab/pull/1117, https://github.com/cleanlab/cleanlab/pull/1119, https://github.com/cleanlab/cleanlab/pull/1129
• Optimize multiannotator.py for performance by @gogetron in https://github.com/cleanlab/cleanlab/pull/1077
• Optimize value_counts function for performance improvement with missing classes by @gogetron in https://github.com/cleanlab/cleanlab/pull/1073
• Improve test coverage for setting confident joint in CleanLearning by @elisno in https://github.com/cleanlab/cleanlab/pull/1123
• Switch from np.isnan to pd.isna for null value check by @gogetron in https://github.com/cleanlab/cleanlab/pull/1096
• Update pip install instruction in object detection tutorial by @elisno in https://github.com/cleanlab/cleanlab/pull/1126
• Refine handling of underperforming_group issue type by @gogetron in https://github.com/cleanlab/cleanlab/pull/1099
• Improve compatibility with sklearn 1.5 by removing the deprecated multi_class argument in LogisticRegression by @elisno in https://github.com/cleanlab/cleanlab/pull/1124
• Display exact duplicate sets dynamically in tabular tutorial by @nelsonauner in https://github.com/cleanlab/cleanlab/pull/1128

New Contributors

• @allincowell made their first contribution in https://github.com/cleanlab/cleanlab/pull/1118
• @nelsonauner made their first contribution in https://github.com/cleanlab/cleanlab/pull/1128

Full Changelog: https://github.com/cleanlab/cleanlab/compare/v2.6.4...v2.6.5