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The Top 14 Python Decision Trees Gradient Boosting Open Source Projects

Open source projects categorized as Python Decision Trees Gradient Boosting
Categories > Machine Learning > Decision Trees
Categories > Machine Learning > Gradient Boosting
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 2 hours agopypi lightgbm} Downloads
Catboost ⭐ 7,564
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
dependent packages 12total releases 20most recent commit 3 months 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
Awesome Gradient Boosting Papers ⭐ 930
A curated list of gradient boosting research papers with implementations.
most recent commit 10 months ago
Decision Forests ⭐ 635
A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.
dependent packages 5total releases 33most recent commit 3 months agopypi tensorflow-decision-forests} Downloads
Chefboost ⭐ 428
A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4,5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical features support for Python
total releases 17most recent commit 4 months ago
Yggdrasil Decision Forests ⭐ 403
A library to train, evaluate, interpret, and productionize decision forest models such as Random Forest and Gradient Boosted Decision Trees.
total releases 8most recent commit 3 months ago
Gbdt_simple_tutorial ⭐ 371
python实现GBDT的回归、二分类以及多分类，将算法流程详情进行展示解读并可视化，庖丁解牛地理解 Boosting Decision Trees regression, dichotomy and multi-classification are realized based on python, and the details of algorithm flow are displayed, interpreted and visualized to help readers better understand Gradient Boosting Decision
most recent commit 5 years 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
Influence_boosting ⭐ 43
Supporting code for the paper "Finding Influential Training Samples for Gradient Boosted Decision Trees"
most recent commit 6 years ago
Starboost ⭐ 11
⭐🚀 Gradient boosting on steroids
total releases 2most recent commit 5 years ago
Mobile Price Prediction Classification Analysis ⭐ 10
Supervised Machine Learning Analysis Using Classification Models
most recent commit 10 months ago
Autolgbm ⭐ 7
LightGBM + Optuna
total releases 3most recent commit 2 years ago
Treeplot ⭐ 6
Plot tree based machine learning models
dependent packages 1total releases 15most recent commit a year agopypi treeplot} Downloads
The 4 Most Depended On Python Decision Trees Gradient Boosting Open Source Projects
Decision Forests ⭐ 635
A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.
dependent packages 5total releases 33latest release November 20, 2023most recent commit 3 months agopypi tensorflow-decision-forests} Downloads
Treeplot ⭐ 6
Plot tree based machine learning models
dependent packages 1total releases 15latest release August 01, 2022most recent commit a year agopypi treeplot} Downloads
The 9 Latest Releases In Python Decision Trees Gradient Boosting Open Source Projects
Decision Forests ⭐ 635
A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.
dependent packages 5total releases 33latest release November 20, 2023most recent commit 3 months agopypi tensorflow-decision-forests} Downloads
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
Treeplot ⭐ 6
Plot tree based machine learning models
dependent packages 1total releases 15latest release August 01, 2022most recent commit a year agopypi treeplot} Downloads
Autolgbm ⭐ 7
LightGBM + Optuna
total releases 3latest release February 13, 2022most recent commit 2 years ago
Starboost ⭐ 11
:star::rocket: Gradient boosting on steroids
total releases 2latest release December 09, 2018most recent commit 5 years ago
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