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The Top 9 Python Decision Trees Lightgbm Open Source Projects

Open source projects categorized as Python Decision Trees Lightgbm
Categories > Machine Learning > Decision Trees
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 18 days agopypi lightgbm} Downloads
Mljar Supervised ⭐ 2,867
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
dependent packages 2total releases 84most recent commit 3 months agopypi mljar-supervised} 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
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
Alpha Zero Boosted ⭐ 60
A "build to learn" Alpha Zero implementation using Gradient Boosted Decision Trees (LightGBM)
most recent commit 4 years ago
Quantumforest ⭐ 53
Fast Differentiable Forest lib with the advantages of both decision trees and neural networks
most recent commit 2 years ago
Treegrad ⭐ 8
total releases 2most recent commit 4 years ago
Autolgbm ⭐ 7
LightGBM + Optuna
total releases 3most recent commit 2 years ago
The 2 Most Depended On Python Decision Trees Lightgbm Open Source Projects
The 5 Latest Releases In Python Decision Trees Lightgbm 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
Treegrad ⭐ 8
total releases 2latest release April 25, 2019most recent commit 4 years ago
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