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.

Date Created 2016-08-05 (8 years ago)

Commits 3,618 (last one 3 days ago)

Stargazers 16,804 (26 this week)

Watchers 435 (0 this week)

Forks 3,840

License mit

Ranking

RepositoryStats indexes 595,856 repositories, of these microsoft/LightGBM is ranked #1,905 (99th percentile) for total stargazers, and #2,071 for total watchers. Github reports the primary language for this repository as C++, for repositories using this language it is ranked #102/31,836.

microsoft/LightGBM is also tagged with popular topics, for these it's ranked: python (#176/22324), machine-learning (#90/8063), r (#4/1687), microsoft (#9/534), distributed (#16/379), data-mining (#5/292), kaggle (#3/121)

Other Information

microsoft/LightGBM has 38 open pull requests on Github, 2,988 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 345 open issues and 3,090 closed issues.

There have been 33 releases, the latest one was published on 2024-07-25 (4 months ago) with the name v4.5.0.

Homepage URL: https://lightgbm.readthedocs.io/en/latest/

All Topics

r gbm gbdt gbrt kaggle python lightgbm parallel microsoft data-mining distributed decision-trees machine-learning gradient-boosting

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Recent Commit History

778 commits on the default branch (master) since jan '22

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Languages

The primary language is C++ but there's also others...

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updated: 2024-12-21 @ 03:55pm, id: 64991887 / R_kgDOA9-yjw