Top Python Gradient Boosting Libraries 2025

GitHub Libraries → Python → Gradient Boosting Libraries

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last commit 1 day ago dmlc/xgboost 26K

added 7 hours ago

XGBoost is an optimized distributed gradient boosting library designed to be highly efficient, flexible and portable.

Python AI / ML Libraries Gradient Boosting Libraries

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last commit 5 days ago microsoft/lightgbm 17K

added 7 hours ago

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.

Python Gradient Boosting Libraries AI / ML Libraries

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last commit 2 days ago perpetual-ml/perpetual 439

added 8 hours ago

A self-generalizing gradient boosting machine that doesn't need hyperparameter optimization

Python AI / ML Libraries Gradient Boosting Libraries Rust AI / ML Libraries Gradient Boosting Libraries

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