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The Top 7 Decision Trees Gbdt Gbm Open Source Projects

Open source projects categorized as Decision Trees Gbdt Gbm
Lightgbm ⭐ 16,053
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.
dependent packages 574total releases 34most recent commit 13 hours agopypi lightgbm} Downloads
Catboost ⭐ 7,564
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.
dependent packages 12total releases 20most recent commit 3 months ago
Chefboost ⭐ 428
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
total releases 17most recent commit 4 months ago
Robusttrees ⭐ 43
[ICML 2019, 20 min long talk] Robust Decision Trees Against Adversarial Examples
most recent commit 4 years ago
Stackgbm ⭐ 24
🌳 Stacked Gradient Boosting Machines
most recent commit 10 months ago
Treegrad ⭐ 8
total releases 2most recent commit 4 years ago
Autolgbm ⭐ 7
LightGBM + Optuna
total releases 3most recent commit 2 years ago
The 2 Most Depended On Decision Trees Gbdt Gbm Open Source Projects
The 5 Latest Releases In Decision Trees Gbdt Gbm Open Source Projects
Autolgbm ⭐ 7
LightGBM + Optuna
total releases 3latest release February 13, 2022most recent commit 2 years ago
Treegrad ⭐ 8
total releases 2latest release April 25, 2019most recent commit 4 years ago
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