lightgbm-org

lightgbm-org/LightGBM

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.

8 good first / help-wanted issues · C++ · last activity Jul 13, 2026

data-mining decision-trees distributed gbdt gbm gbrt gradient-boosting kaggle lightgbm machine-learning microsoft parallel python r
8 Open Issues Need Help Last updated: Jul 13, 2026

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help wanted feature request
lightgbm-org/LightGBM
18.6K

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.

C++
#data-mining#decision-trees#distributed#gbdt#gbm#gbrt#gradient-boosting#kaggle#lightgbm#machine-learning#microsoft#parallel#python#r
help wanted maintenance
lightgbm-org/LightGBM
18.6K

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.

C++
#data-mining#decision-trees#distributed#gbdt#gbm#gbrt#gradient-boosting#kaggle#lightgbm#machine-learning#microsoft#parallel#python#r
lightgbm-org/LightGBM
18.6K

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.

C++
#data-mining#decision-trees#distributed#gbdt#gbm#gbrt#gradient-boosting#kaggle#lightgbm#machine-learning#microsoft#parallel#python#r
lightgbm-org/LightGBM
18.6K

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.

C++
#data-mining#decision-trees#distributed#gbdt#gbm#gbrt#gradient-boosting#kaggle#lightgbm#machine-learning#microsoft#parallel#python#r
help wanted maintenance
lightgbm-org/LightGBM
18.6K

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.

C++
#data-mining#decision-trees#distributed#gbdt#gbm#gbrt#gradient-boosting#kaggle#lightgbm#machine-learning#microsoft#parallel#python#r
good first issue doc
lightgbm-org/LightGBM
18.6K

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.

C++
#data-mining#decision-trees#distributed#gbdt#gbm#gbrt#gradient-boosting#kaggle#lightgbm#machine-learning#microsoft#parallel#python#r
lightgbm-org/LightGBM
18.6K

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.

C++
#data-mining#decision-trees#distributed#gbdt#gbm#gbrt#gradient-boosting#kaggle#lightgbm#machine-learning#microsoft#parallel#python#r
lightgbm-org/LightGBM
18.6K

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.

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