siboehm / lleaves

Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.

Date Created 2021-04-27 (3 years ago)

Commits 292 (last one about a month ago)

Stargazers 388 (2 this week)

Watchers 10 (0 this week)

Forks 33

License mit

Ranking

RepositoryStats indexes 609,066 repositories, of these siboehm/lleaves is ranked #112,189 (82nd percentile) for total stargazers, and #209,003 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #19,072/122,846.

siboehm/lleaves is also tagged with popular topics, for these it's ranked: python (#5,728/22729), machine-learning (#2,389/8197), llvm (#96/334)

Other Information

siboehm/lleaves has 3 open pull requests on Github, 36 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 17 open issues and 30 closed issues.

There have been 16 releases, the latest one was published on 2024-12-04 (about a month ago) with the name lleaves v.1.3.0.

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

All Topics

llvm python lightgbm decision-trees machine-learning gradient-boosting

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Watcher History

Github watchers over time, collection started in '23

Recent Commit History

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

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Languages

The primary language is Python but there's also others...

updated: 2025-01-27 @ 11:23pm, id: 362006346 / R_kgDOFZPHSg