LightGBM
基于决策树算法的快速、分布式、高性能梯度增强（GBDT，GBRT，GBM或MART）框架，用于排名、分类和许多其他机器学习任务。【 A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. 】
Main metrics
Overview
| Name With Owner | microsoft/LightGBM |
|---|---|
| Primary Language | C++ |
| Program language | CMake (Language Count: 10) |
| Platform | Docker, Linux, Mac, Windows |
| License: | MIT License |
| Release Count | 40 |
| Last Release Name | v4.6.0 (Posted on ) |
| First Release Name | v1 (Posted on ) |
| Created At | 2016-08-05 05:45:50 |
| Pushed At | 2025-10-18 05:17:34 |
| Last Commit At | 2025-10-18 07:42:51 |
| Stargazers Count | 17750 |
| Watchers Count | 434 |
| Fork Count | 3945 |
| Commits Count | 3731 |
| Has Issues Enabled | |
| Issues Count | 3590 |
| Issue Open Count | 421 |
| Pull Requests Count | 3103 |
| Pull Requests Open Count | 45 |
| Pull Requests Close Count | 310 |
| Has Wiki Enabled | |
| Is Archived | |
| Is Fork | |
| Is Locked | |
| Is Mirror | |
| Is Private |
