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microsoft/lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

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Light Gbm v4.3.0

Light Gbm: v4.3.0 Release

Release date:

January 25, 2024

Previous version:

v4.2.0 (released December 21, 2023)

Magnitude:

460 Diff Delta

Contributors:

6 total committers

Data confidence:

Commits:

19 Commits in this Release

Ordered by the degree to which they evolved the repo in this version.

[R-package] Remove non-beneficial parallelization (#6209)

Authored January 3, 2024

[R-package] [ci] remove unnecessary include in linear_tree_learner (fixes #6264) (#6265)

Authored January 17, 2024

release v4.3.0 (#6277)

Authored January 25, 2024

[cmake] [swig] use CMake's built-in file-copying mechanisms instead of 'cp' (#6259)

Authored January 9, 2024

[cmake] [c++] require CMake 3.18+ (#6260)

Authored January 9, 2024

[ci] upgrade to GoogleTest v1.14.0 (fixes #5976) (#5981)

Authored December 28, 2023

[ci] [R-package] speed up valgrind job (#6237)

Authored December 22, 2023

[cmake] [CUDA] ignore CUDA-specific source files in non-CUDA builds (fixes #6267) (#6268)

Authored January 12, 2024

[ci] fix conda env creation in 'regular' CI job (fixes #6282) (#6283)

Authored January 22, 2024

[CUDA] Add arch=8.9 to CUDA_ARCHS for RTX 40XX (#6272)

Authored January 12, 2024

[ci] update issue-locking workflow (#6256)

Authored January 3, 2024

[docs] Fix small typo and grammar in docs (#6245)

Authored December 21, 2023

[ci] [docs] add Oliver to CODEOWNERS (#6247)

Authored December 22, 2023

[R-package] remove readRDS.lgb.Booster() and saveRDS.lgb.Booster() (#6246)

Authored December 22, 2023

[docs] Add LightGBMLSS to README (#6254)

Authored January 2, 2024

[python-package] fix mypy error about pandas categorical features (#6253)

Authored January 3, 2024

bump development version to 4.2.0.99 (#6241)

Authored December 21, 2023

[R-package] [ci] switch vignettes from 'rmarkdown' to 'markdown' (#6258)

Authored January 9, 2024

[c++] include OpenMP-control files in MSBuild solution file (fixes #6238) (#6251)

Authored January 9, 2024

Browse Other Releases

Latest Pending Unreleased 😎

v4.6.0 Released February 14, 2025

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v4.5.0 Released July 25, 2024

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v4.4.0 Released June 14, 2024

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v4.3.0 Released January 25, 2024

460 Δ

v4.2.0 Released December 21, 2023

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v4.1.0 Released September 11, 2023

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v4.0.0 Released July 13, 2023

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v3.3.5 Released January 7, 2023

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v3.3.4 Released December 29, 2022

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v3.3.3 Released October 10, 2022

295 Δ

Top Contributors in v4.3.0

jameslamb

david-cortes

sabjohnso

arunstar

StatMixedML

DmitryUlyanov

Directory Browser for v4.3.0

We haven't yet finished calculating and confirming the files and directories changed in this release. Please check back soon.

Release Notes Published

Changes

💡 New Features

[CUDA] Add arch=8.9 to CUDA_ARCHS for RTX 40XX @DmitryUlyanov (#6272)

🔨 Breaking

[cmake] [c++] require CMake 3.18+ @jameslamb (#6260)
[R-package] remove readRDS.lgb.Booster() and saveRDS.lgb.Booster() @jameslamb (#6246)

🚀 Efficiency Improvement

[R-package] Remove non-beneficial parallelization @david-cortes (#6209)

🐛 Bug Fixes

[R-package] [ci] remove unnecessary include in linear_tree_learner (fixes #6264) @jameslamb (#6265)
[cmake] [CUDA] ignore CUDA-specific source files in non-CUDA builds (fixes #6267) @sabjohnso (#6268)
[c++] include OpenMP-control files in MSBuild solution file (fixes #6238) @jameslamb (#6251)
[cmake] [swig] use CMake's built-in file-copying mechanisms instead of 'cp' @jameslamb (#6259)

📖 Documentation

[docs] Add LightGBMLSS to README @StatMixedML (#6254)
[ci] [docs] add Oliver to CODEOWNERS @jameslamb (#6247)
Fix small typo and grammar in docs @arunstar (#6245)

🧰 Maintenance

[ci] fix conda env creation in 'regular' CI job (fixes #6282) @jameslamb (#6283)
[R-package] [ci] switch vignettes from 'rmarkdown' to 'markdown' @jameslamb (#6258)
[python-package] fix mypy error about pandas categorical features @jameslamb (#6253)
[ci] update issue-locking workflow @jameslamb (#6256)
[ci] upgrade to GoogleTest v1.14.0 (fixes #5976) @jameslamb (#5981)
[ci] [R-package] speed up valgrind job @jameslamb (#6237)
bump development version to 4.2.0.99 @jameslamb (#6241)