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Releases: microsoft/FLAML

v2.3.6

15 Aug 02:33
13aec41
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This release addresses a bug and enhances the documentation to provide a smoother, more user-friendly experience.

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Full Changelog: v2.3.5...v2.3.6

v2.3.5

28 May 05:03
01c3c83
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This release includes several bug fixes and enhancements aimed at improving overall user experience. Key updates include:

  • Improved MLflow Logging: MLflow logging is now partially asynchronous, significantly boosting logging performance.

  • New Utilities:

    • Added get_random_dataframe for generating random test data.

    • Added auto_convert_dtypes_spark and auto_convert_dtypes_pandas for automatic data type conversion.

    These utilities are now available in the flaml.automl.data module.

  • Python 3.8 Deprecation: Support for Python 3.8 is officially deprecated starting with this release.

Thank you @SkBlaz, @Stickic-cyber, @hexiang-x, @murunlin and all the other contributors for the PRs, issues, reviewing and testing.

Welcome @SkBlaz, @Stickic-cyber, @hexiang-x and @murunlin to the community!

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Full Changelog: v2.3.4...v2.3.5

v2.3.4

17 Feb 08:54
2ba5f8b
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This release fixes some bugs and improves user experience.

Thank you @drwillcharles , @dannycg1996 and all the other contributors for the PRs, issues, reviewing and testing.

Welcome @drwillcharles to the community!

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Full Changelog: v2.3.3...v2.3.4

v2.3.3

18 Dec 02:15
c038fbc
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This release fixes some bugs and improves user experience.

Thank you @kernelmethod , @EgorKraevTransferwise , @dannycg1996 and all the other contributors for the PRs, issues, reviewing and testing.

Welcome @kernelmethod to the community!

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Full Changelog: v2.3.2...v2.3.3

v2.3.2

01 Nov 02:22
5a74227
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This release improves the reproducibility of a bunch of models. Huge thanks to @dannycg1996 !

Thank you @dannycg1996 , @smty2018, @Programmer-RD-AI and all the other contributors for the PRs, issues, reviewing and testing.

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Full Changelog: v2.3.1...v2.3.2

v2.3.1

22 Sep 03:08
e5d95f5
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Hotfix release to resolve two urgent issues.

Thank you @ianhelle and @harupy for reporting them. Thank you @harupy and @leafy-lee for reviewing PRs.

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Full Changelog: v2.3.0...v2.3.1

v2.3.0

23 Aug 00:22
efaba26
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This release adds a bunch of new estimators and comprehensive integration with MLflow. There are also some other fixes and improvements.

Welcome @gkhngyk to the community! Thank you @Borda, @gkhngyk , @leafy-lee and all the other contributors for the PRs, reviewing and testing. Special thanks to @levscaut for his work on adding estimators and MLflow integration.

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Full Changelog: v2.2.0...v2.3.0

v2.2.0

08 Aug 03:25
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This release adds support for python 3.11 and optuna 3. There are also some other fixes and improvements.

Welcome @Programmer-RD-AI, @leafy-lee, @Atry and @chocolatevanille to the community! Thank you @Borda, @Programmer-RD-AI, @leafy-lee, @Atry, @chocolatevanille and all the other contributors for the PRs, reviewing and testing.

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Full Changelog: v2.1.2...v2.2.0

v2.1.2

13 Mar 04:07
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Full Changelog: v2.1.1...v2.1.2

v2.1.1

02 Oct 05:39
fda9fa0
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This release adds support for xgboost 2.0, and improves the docstr of preprocessors.
Welcome @domoritz to the community!

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Full Changelog: v2.1.0...v2.1.1