Awesome Gbms
A curated list of gradient boosting machines (GBM) resources
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Xgboost | 25,253 |  | 796 | 972 | 3 months ago | 79 | November 13, 2023 | 412 | apache-2.0 | C++ |
| Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow | ||||||||||
| Catboost | 7,564 | 12 | 3 months ago | 20 | September 19, 2023 | 539 | apache-2.0 | Python | ||
| A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU. | ||||||||||
| Chefboost | 428 | 4 months ago | 17 | February 16, 2022 | mit | Python | ||||
| A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4,5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical features support for Python | ||||||||||
| Gbm3 | 131 | 3 months ago | 29 | other | R | |||||
| Gradient boosted models | ||||||||||
| Gbdt | 92 | 2 years ago | 1 | gpl-2.0 | C++ | |||||
| Gbm | 50 | 142 | 105 | 4 months ago | 31 | August 11, 2022 | 1 | other | R | |
| Gradient boosted models (the old gbm package) | ||||||||||
| Ktboost | 36 | 2 years ago | 46 | November 22, 2021 | 2 | other | Python | |||
| A Python package which implements several boosting algorithms with different combinations of base learners, optimization algorithms, and loss functions. | ||||||||||
| Housing | 34 | 2 years ago | 6 | May 08, 2021 | mit | PHP | ||||
| An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine. | ||||||||||
| Decision Trees For Ml | 27 | 4 years ago | mit | Jupyter Notebook | ||||||
| Building Decision Trees From Scratch In Python | ||||||||||
| Stackgbm | 24 | 10 months ago | other | R | ||||||
| 🌳 Stacked Gradient Boosting Machines | ||||||||||
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