Project Name	Stars	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Catboost	7,564	12	4 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.
Ngboost	1,543	14	4 months ago	27	November 01, 2023	47	apache-2.0	Python
Natural Gradient Boosting for Probabilistic Prediction
Awesome Gradient Boosting Papers	930		a year ago			1	cc0-1.0	Python
A curated list of gradient boosting research papers with implementations.
Hyperband	515		6 years ago			9	other	Python
Tuning hyperparams fast with Hyperband
Chefboost	428		5 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_simple_tutorial	371		5 years ago			2	apache-2.0	Python
python实现GBDT的回归、二分类以及多分类，将算法流程详情进行展示解读并可视化，庖丁解牛地理解GBDT。Gradient Boosting Decision Trees regression, dichotomy and multi-classification are realized based on python, and the details of algorithm flow are displayed, interpreted and visualized to help readers better understand Gradient Boosting Decision
Infiniteboost	177		6 years ago			3		Jupyter Notebook
InfiniteBoost: building infinite ensembles with gradient descent
Gradient_boosting_tensorflow_xgboost	119		6 years ago					Python
Benchmarking Gradient Boosting in TensorFlow and XGBoost
Gbdt	92		2 years ago			1	gpl-2.0	C++

Arboretum	63	1	4 years ago	15	April 04, 2020		other	Cuda
Gradient Boosting powered by GPU(NVIDIA CUDA)

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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 4 months ago

Ngboost ⭐ 1,543

Natural Gradient Boosting for Probabilistic Prediction

dependent packages 14total releases 27most recent commit 4 months ago

Awesome Gradient Boosting Papers ⭐ 930

A curated list of gradient boosting research papers with implementations.

most recent commit a year ago

Hyperband ⭐ 515

Tuning hyperparams fast with Hyperband

most recent commit 6 years 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 5 months ago

Gbdt_simple_tutorial ⭐ 371

python实现GBDT的回归、二分类以及多分类，将算法流程详情进行展示解读并可视化，庖丁解牛地理解 Boosting Decision Trees regression, dichotomy and multi-classification are realized based on python, and the details of algorithm flow are displayed, interpreted and visualized to help readers better understand Gradient Boosting Decision

most recent commit 5 years ago

Infiniteboost ⭐ 177

InfiniteBoost: building infinite ensembles with gradient descent

most recent commit 6 years ago

Gradient_boosting_tensorflow_xgboost ⭐ 119

Benchmarking Gradient Boosting in TensorFlow and XGBoost

most recent commit 6 years ago

Gbdt ⭐ 92

most recent commit 2 years ago

Arboretum ⭐ 63

Gradient Boosting powered by GPU(NVIDIA CUDA)

dependent packages 1total releases 15most recent commit 4 years ago

Suggest An Alternative To structureboost

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Structureboost vs Catboost

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