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The Top 10 Python Lightgbm Gradient Boosting Open Source Projects

Open source projects categorized as Python Lightgbm Gradient Boosting
Categories > Machine Learning > Gradient Boosting
Categories > Machine Learning > Lightgbm
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 15 hours agopypi lightgbm} Downloads
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 agopypi auto_ml} Downloads
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
Autogbt Alt ⭐ 73
An experimental Python package that reimplements AutoGBT using LightGBM and Optuna.
most recent commit 5 years ago
Tsforest ⭐ 13
Time series forecasting based on tree ensembles learning
most recent commit 3 years ago
Wideboost ⭐ 12
Wrappers to implement wide boosting using popular boosting frameworks
total releases 11most recent commit a year ago
Ventilator Pressure Prediction ⭐ 9
🥉171st place in Google brain solution🥉
most recent commit 2 years ago
Autolgbm ⭐ 7
LightGBM + Optuna
total releases 3most recent commit 2 years ago
The 2 Most Depended On Python Lightgbm Gradient Boosting Open Source Projects
The 5 Latest Releases In Python Lightgbm Gradient Boosting Open Source Projects
Lleaves ⭐ 279
Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.
total releases 11latest release November 11, 2023most recent commit 4 months ago
Autolgbm ⭐ 7
LightGBM + Optuna
total releases 3latest release February 13, 2022most recent commit 2 years ago
Wideboost ⭐ 12
Wrappers to implement wide boosting using popular boosting frameworks
total releases 11latest release October 31, 2020most recent commit a year ago
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 6total releases 78latest release February 22, 2018most recent commit 5 years agopypi auto_ml} Downloads
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