Gradient Boosting Machine Learning
16 repos
Libraries and implementations for gradient boosting decision trees (GBDT/GBRT), a widely-used ensemble learning technique for classification and regression. The cluster centers on production systems like LightGBM and CatBoost alongside educational resources, language bindings, and specialized variants. Most repos use Python or C++, reflecting both the research/prototyping and performance-critical production deployment sides of the field.
Python · 9
C++ · 4
Go · 1
JavaScript · 1
Jupyter Notebook · 1
machine-learning ·84,095
gbdt ·66,389
gbm ·66,389
gbrt ·66,389
lightgbm ·52,853
python ·47,807
xgboost ·46,830
gradient-boosting ·43,383
decision-trees ·42,424
r ·40,547
