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The Top 20 Lightgbm Gradient Boosting Open Source Projects

Open source projects categorized as Lightgbm Gradient Boosting
Categories > Machine Learning > Gradient Boosting
Categories > Machine Learning > Lightgbm
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 20 days 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
Fairgbm ⭐ 92
Train Gradient Boosting models that are both high-performance *and* Fair!
dependent packages 1total releases 7most recent commit 7 months agopypi fairgbm} Downloads
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 9 months ago
Handson Gb ⭐ 20
XGBoost와 사이킷런으로 배우는 그레이디언트 부스팅
most recent commit a year ago
Dgbm ⭐ 17
Distributional Gradient Boosting Machines
most recent commit a year ago
Apartment Interest Prediction ⭐ 15
Predict people interest in renting specific NYC apartments. The challenge combines structured data, geolocalization, time data, free text and images.
most recent commit 6 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
Awesome Gradient Boosting ⭐ 8
A curated list of Gradient Boosting resources for Data Scientists
most recent commit 5 years ago
Lightgbmdotnet ⭐ 8
A .NET wrapper for the LightGBM machine learning library
most recent commit 6 years ago
Autolgbm ⭐ 7
LightGBM + Optuna
total releases 3most recent commit 2 years ago
Pubg Finish Placement Prediction ⭐ 5
Solution for Kaggle Competition: PUBG Finish Placement Prediction
most recent commit 5 years ago
The 3 Most Depended On Lightgbm Gradient Boosting Open Source Projects
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
Fairgbm ⭐ 92
Train Gradient Boosting models that are both high-performance *and* Fair!
dependent packages 1total releases 7latest release September 22, 2022most recent commit 7 months agopypi fairgbm} Downloads
The 7 Latest Releases In 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
Fairgbm ⭐ 92
Train Gradient Boosting models that are both high-performance *and* Fair!
dependent packages 1total releases 7latest release September 22, 2022most recent commit 7 months agopypi fairgbm} Downloads
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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