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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.
Achievements
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GitHub Trending
lightgbm-org/LightGBM has been featured on GitHub Trending, first reaching #1 on Feb 14, 2025
Trendshift Trending
lightgbm-org/LightGBM has trended on Trendshift's daily and weekly list
Daily
First achieved on 14th, Jun 2024 for C++
Weekly
First achieved in Week 24, 2024 for C++