Project Name	Stars	Repos Using This	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Lightgbm	16,053	278	574	a day 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.
Awesome Decision Tree Papers	2,266			3 months ago			1	cc0-1.0	Python
A collection of research papers on decision, classification and regression trees with implementations.
Auto_ml	1,442	1	6	5 years ago	78	February 22, 2018	182	mit	Python
[UNMAINTAINED] Automated machine learning for analytics & production
Awesome Gradient Boosting Papers	930			10 months ago			1	cc0-1.0	Python
A curated list of gradient boosting research papers with implementations.
Lleaves	279			4 months ago	11	November 11, 2023	11	mit	Python
Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.
Fairgbm	92		1	7 months ago	7	September 22, 2022	15	other	C++
Train Gradient Boosting models that are both high-performance and Fair!
Autogbt Alt	73			5 years ago				mit	Python
An experimental Python package that reimplements AutoGBT using LightGBM and Optuna.
Litemort	36			4 years ago	4	January 29, 2020		mit	C++
A memory efficient GBDT on adaptive distributions. Much faster than LightGBM with higher accuracy. Implicit merge operation.
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

Alternatives To Wideboost

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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 a day ago

Awesome Decision Tree Papers ⭐ 2,266

A collection of research papers on decision, classification and regression trees with implementations.

most recent commit 3 months ago

Auto_ml ⭐ 1,442

[UNMAINTAINED] Automated machine learning for analytics & production

dependent packages 6total releases 78most recent commit 5 years ago

Awesome Gradient Boosting Papers ⭐ 930

A curated list of gradient boosting research papers with implementations.

most recent commit 10 months ago

Lleaves ⭐ 279

Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.

total releases 11most recent commit 4 months ago

Fairgbm ⭐ 92

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

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

Autogbt Alt ⭐ 73

An experimental Python package that reimplements AutoGBT using LightGBM and Optuna.

most recent commit 5 years ago

Litemort ⭐ 36

A memory efficient GBDT on adaptive distributions. Much faster than LightGBM with higher accuracy. Implicit merge operation.

total releases 4most recent commit 4 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

Suggest An Alternative To wideboost

Alternative Project Comparisons

Wideboost vs Lightgbm

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Wideboost vs Auto_ml

Wideboost vs Awesome Gradient Boosting Papers

Wideboost vs Lleaves

Wideboost vs Fairgbm

Wideboost vs Autogbt Alt

Wideboost vs Litemort

Wideboost vs Decision Trees For Ml

Wideboost vs Stackgbm

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