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The Top 13 Machine Learning Decision Trees Lightgbm Open Source Projects

Open source projects categorized as Machine Learning Decision Trees Lightgbm
Categories > Machine Learning > Decision Trees
Categories > Machine Learning > Lightgbm
Categories > Machine Learning > Machine Learning
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 19 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
Leaves ⭐ 375
pure Go implementation of prediction part for GBRT (Gradient Boosting Regression Trees) models from popular frameworks
dependent packages 1total releases 2most 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
Intrusion Detection System Using Machine Learning ⭐ 248
Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means, Bayesian optimization..)
most recent commit 6 months ago
Aws Machine Learning University Dte ⭐ 177
Machine Learning University: Decision Trees and Ensemble Methods
most recent commit a year 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
Dgbm ⭐ 17
Distributional Gradient Boosting Machines
most recent commit a year ago
Treegrad ⭐ 8
total releases 2most recent commit 4 years ago
Autolgbm ⭐ 7
LightGBM + Optuna
total releases 3most recent commit 2 years ago
The 3 Most Depended On Machine Learning Decision Trees Lightgbm Open Source Projects
Leaves ⭐ 375
pure Go implementation of prediction part for GBRT (Gradient Boosting Regression Trees) models from popular frameworks
dependent packages 1total releases 2latest release September 19, 2018most recent commit 10 months ago
The 6 Latest Releases In Machine Learning 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
Leaves ⭐ 375
pure Go implementation of prediction part for GBRT (Gradient Boosting Regression Trees) models from popular frameworks
dependent packages 1total releases 2latest release September 19, 2018most recent commit 10 months ago
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