LightAutoML Files

Fast and customizable framework for automatic ML model creation

This is an exact mirror of the LightAutoML project, hosted at https://github.com/sb-ai-lab/LightAutoML. SourceForge is not affiliated with LightAutoML.

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Name	Modified	Size	InfoDownloads / Week
Parent folder
README.md	2025-12-04	1.8 kB	0
v0.4.2 source code.tar.gz	2025-12-04	21.8 MB	0
v0.4.2 source code.zip	2025-12-04	22.0 MB	0
Totals: 3 Items		43.8 MB	0

New features:

New MLAlgos: TabM and TabICL by @dev-rinchin and @Uptimolli in https://github.com/sb-ai-lab/LightAutoML/commit/c31d660cca16b4113825b2519e5526c16dfe54c1 and https://github.com/sb-ai-lab/LightAutoML/commit/5a79d05c2e58dc259be278ba171bea96b785c418
PiecewiseLinearEmbeddings by @dev-rinchin in https://github.com/sb-ai-lab/LightAutoML/commit/c31d660cca16b4113825b2519e5526c16dfe54c1
"Auto select device at inference" by @Uptimolli in https://github.com/sb-ai-lab/LightAutoML/commit/cc808f7faaec123756ac161e6a5976e4e4d791f3

Dependencies:

Numpy 2.0+ and Pandas 2.0+ support by @Uptimolli and @dev-rinchin in https://github.com/sb-ai-lab/LightAutoML/commit/b9f8ca1ad153d7e7b8d131beb3a20e76e3e20c8a
Replacing fasttext with fasttext-numpy2 by @Uptimolli in https://github.com/sb-ai-lab/LightAutoML/commit/f48c76ab1011b5f03a8f3c2caf361bc04d040254

Bugfixes:

Fix multiclass in XGBoost by @Uptimolli in https://github.com/sb-ai-lab/LightAutoML/commit/1ca9074f4193b64aaf1cacebfbf582996b76c288 and https://github.com/sb-ai-lab/LightAutoML/commit/01f5fda52ad253e5b719208730809b533c84657a
Fix https://github.com/sb-ai-lab/LightAutoML/issues/173 by @dev-rinchin in https://github.com/sb-ai-lab/LightAutoML/commit/bf0d518b070c9f2c3bdc425fd305b0a7918767ed
Fix groupby for new category by @dev-rinchin in https://github.com/sb-ai-lab/LightAutoML/commit/208ee8ba08d43a2b69abcef62799e83c757346ab
Fix forced_features calculation by @Uptimolli in https://github.com/sb-ai-lab/LightAutoML/commit/e95496c620756bcf08243c1953cc687eebdf6488
Fix Optuna Exception brackets bug by @dwemer8 in https://github.com/sb-ai-lab/LightAutoML/pull/174

Full Changelog: https://github.com/sb-ai-lab/LightAutoML/compare/v.0.4.1...v.0.4.2

Source: README.md, updated 2025-12-04

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