Project Name	Stars	Repos Using This	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Lightgbm	16,056	278	574	4 days ago	34	September 12, 2023	345	mit	C++
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.
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
Gbdt	92			2 years ago			1	gpl-2.0	C++

Fairgbm	92		1	7 months ago	7	September 22, 2022	15	other	C++
Train Gradient Boosting models that are both high-performance and Fair!
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
Mlim	21			6 months ago	4	September 26, 2022		other	R
mlim: single and multiple imputation with automated machine learning
Awesome Gradient Boosting	8			5 years ago				mit
A curated list of Gradient Boosting resources for Data Scientists

Alternatives To Utboost

Select To Compare

Lightgbm ⭐ 16,056

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 4 days ago

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

Gbdt ⭐ 92

most recent commit 2 years ago

Fairgbm ⭐ 92

Train Gradient Boosting models that are both high-performance *and* Fair!

dependent packages 1total releases 7most recent commit 7 months ago

Housing ⭐ 34

An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.

total releases 6most recent commit 2 years ago

Decision Trees For Ml ⭐ 27

Building Decision Trees From Scratch In Python

most recent commit 4 years ago

Stackgbm ⭐ 24

🌳 Stacked Gradient Boosting Machines

most recent commit 10 months ago

Mlim ⭐ 21

mlim: single and multiple imputation with automated machine learning

total releases 4most recent commit 6 months ago

Awesome Gradient Boosting ⭐ 8

A curated list of Gradient Boosting resources for Data Scientists

most recent commit 5 years ago

Suggest An Alternative To UTBoost

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