LightGBM

A fast, distributed, high-performance gradient boosting framework

Growing steadily, 1.4× faster than Classic Machine Learning this week

7d +0.20% +37 stars in 7d

30d +0.61% +115 stars in 30d

90d Not tracked yet — first tracked 2026-08-13

18,682 → 18,885 stars since Aug 13

18,714 Stars 4,091 Forks 538 Open issues

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