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New Python Gradient Boosting Libraries 2026

GitHub Libraries → Python → Gradient Boosting Libraries
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microsoft/lightgbm 18K +33

added 11 months 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

dmlc/xgboost 28K +61

added 11 months ago

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

Python AI / ML Libraries Gradient Boosting Libraries

perpetual-ml/perpetual 463 +4

added 11 months 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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