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The Top 13 Gbdt Gbm Open Source Projects

Open source projects categorized as Gbdt Gbm
Xgboost ⭐ 25,253
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
dependent packages 972total releases 79most recent commit 3 months agopypi xgboost} Downloads
Lightgbm ⭐ 15,999
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 21 days 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
Ytk Learn ⭐ 351
Ytk-learn is a distributed machine learning library which implements most of popular machine learning algorithms(GBDT, GBRT, Mixture Logistic Regression, Gradient Boosting Soft Tree, Factorization Machines, Field-aware Factorization Machines, Logistic Regression, Softmax).
most recent commit 2 years ago
Gbdt ⭐ 92
most recent commit 2 years ago
Fast_retraining ⭐ 50
Show how to perform fast retraining with LightGBM in different business cases
most recent commit 5 years ago
Robusttrees ⭐ 43
[ICML 2019, 20 min long talk] Robust Decision Trees Against Adversarial Examples
most recent commit 4 years ago
Ktboost ⭐ 36
A Python package which implements several boosting algorithms with different combinations of base learners, optimization algorithms, and loss functions.
total releases 46most recent commit 2 years ago
Stackgbm ⭐ 24
🌳 Stacked Gradient Boosting Machines
most recent commit 10 months ago
Treeverification ⭐ 13
[NeurIPS 2019] H. Chen*, H. Zhang*, S. Si, Y. Li, D. Boning and C.-J. Hsieh, Robustness Verification of Tree-based Models (*equal contribution)
most recent commit 5 years ago
Treegrad ⭐ 8
total releases 2most recent commit 4 years ago
Autolgbm ⭐ 7
LightGBM + Optuna
total releases 3most recent commit 2 years ago
The 3 Most Depended On Gbdt Gbm Open Source Projects
The 7 Latest Releases In 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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