Cleanlab

What's Changed

* Various performance optimizations and test improvements by gogetron in https://github.com/cleanlab/cleanlab/pull/1064, https://github.com/cleanlab/cleanlab/pull/1067, https://github.com/cleanlab/cleanlab/pull/1079, https://github.com/cleanlab/cleanlab/pull/1087, https://github.com/cleanlab/cleanlab/pull/1095, https://github.com/cleanlab/cleanlab/pull/1106, https://github.com/cleanlab/cleanlab/pull/1107
* Restructured text and tabular classification tutorials into CleanLear… by mturk24 in https://github.com/cleanlab/cleanlab/pull/1066
* user-facing cleanlab.datavaluation module by coding-famer in https://github.com/cleanlab/cleanlab/pull/1050
* fix typo in datalab issue types by coding-famer in https://github.com/cleanlab/cleanlab/pull/1085
* Add kwargs to functions that call plt.show() by mturk24 in https://github.com/cleanlab/cleanlab/pull/1084; by jwmueller in https://github.com/cleanlab/cleanlab/pull/1088
* update tutorials by jwmueller in https://github.com/cleanlab/cleanlab/pull/1089, https://github.com/cleanlab/cleanlab/pull/1090, https://github.com/cleanlab/cleanlab/pull/1091
* Refine type hints by desboisGIT in https://github.com/cleanlab/cleanlab/pull/1101; by elisno in https://github.com/cleanlab/cleanlab/pull/1086
* Updated datalab issue type description for non iid issue by mturk24 in https://github.com/cleanlab/cleanlab/pull/1102
* Remove unsqueeze call in image tutorial by elisno in https://github.com/cleanlab/cleanlab/pull/1108
* Temporarily Revert to macOS 12 in CI due to Incompatibility with Python 3.8 and 3.9 by elisno in https://github.com/cleanlab/cleanlab/pull/1110
* Fix numerical instability with Euclidean distance metric by elisno in https://github.com/cleanlab/cleanlab/pull/1113
* avoid sensitive divisions by jwmueller in https://github.com/cleanlab/cleanlab/pull/1114; by elisno in https://github.com/cleanlab/cleanlab/pull/1116
* All identical datasets tests by elisno in https://github.com/cleanlab/cleanlab/pull/1115

New Contributors
* gogetron made their first contribution in https://github.com/cleanlab/cleanlab/pull/1064
* desboisGIT made their first contribution in https://github.com/cleanlab/cleanlab/pull/1101

**Full Changelog**: https://github.com/cleanlab/cleanlab/compare/v2.6.3...v2.6.4

This release is non-breaking when upgrading from v2.6.2.

What's Changed

* Updated image_key documentation by sanjanag in https://github.com/cleanlab/cleanlab/pull/1048
* Refine Scoring and Enhance Stability for Datasets with Identical Examples by elisno in https://github.com/cleanlab/cleanlab/pull/1056
* Add warning message about TensorFlow compatibility to docs by elisno in https://github.com/cleanlab/cleanlab/pull/1057


**Full Changelog**: https://github.com/cleanlab/cleanlab/compare/v2.6.2...v2.6.3

This release is non-breaking when upgrading from v2.6.1.

What's Changed
* Convert DataFrame features to numpy arrays in null value check by elisno in https://github.com/cleanlab/cleanlab/pull/1045


**Full Changelog**: https://github.com/cleanlab/cleanlab/compare/v2.6.1...v2.6.2

This release is non-breaking when upgrading from v2.6.0. Some noteworthy updates include:

1. The label quality score in the `cleanlab.regression` module is improved to be more human-readable.
- This only involves rescaling the scores to display a more human-interpretable range of scores, without affecting how your data points are ranked within a dataset according to these scores.
2. Better address some edge-cases in `Datalab.get_issues()`.

What's Changed
* Readme updates by jwmueller in 1030, 1031, 1039; elisno in 1040
* Adjust the range of regression label quality scores by huiwengoh in https://github.com/cleanlab/cleanlab/pull/1032
* Misc fixes of get_issues method by elisno in 1025, 1026, 1028
* Support features as input for data valuation check in Datalab by elisno in https://github.com/cleanlab/cleanlab/pull/1023
* Fix/clarify docs by mturk24 in 1029; elisno in 1024, 1037
* CI/CD changes by elisno in https://github.com/cleanlab/cleanlab/pull/1036

New Contributors
* mturk24 made their first contribution in https://github.com/cleanlab/cleanlab/pull/1029

**Full Changelog**: https://github.com/cleanlab/cleanlab/compare/v2.6.0...v2.6.1

Examples corresponding to [cleanlab's v2.6.0 release](https://github.com/cleanlab/cleanlab/releases/tag/v2.6.0)

Examples corresponding to [cleanlab's v2.5.0 release](https://github.com/cleanlab/cleanlab/releases/tag/v2.5.0)