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The Top 23 Gradient Boosting Machine Open Source Projects

Open source projects categorized as Gradient Boosting Machine
Categories > Gradient Boosting Machine
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
Benchm Ml ⭐ 1,839
A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).
most recent commit 2 years ago
Awesome Gradient Boosting Papers ⭐ 930
A curated list of gradient boosting research papers with implementations.
most recent commit 10 months ago
Interpretable_machine_learning_with_python ⭐ 629
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
most recent commit a year ago
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
User Machine Learning Tutorial ⭐ 386
useR! 2016 Tutorial: Machine Learning Algorithmic Deep Dive http://user2016.org/tutorials/10.html
most recent commit 6 years ago
Sharplearning ⭐ 372
Machine learning for C# .Net
dependent packages 14total releases 42most recent commit 3 months agonuget SharpLearning.Containers} Downloads
Tgboost ⭐ 294
Tiny Gradient Boosting Tree
most recent commit 5 years ago
Gbm Perf ⭐ 180
Performance of various open source GBM implementations
most recent commit 3 years ago
Gbdt ⭐ 92
most recent commit 2 years ago
Arboretum ⭐ 63
Gradient Boosting powered by GPU(NVIDIA CUDA)
dependent packages 1total releases 15most recent commit 4 years agopypi arboretum} Downloads
Telco Customer Churn In R And H2o ⭐ 57
Showcase for using H2O and R for churn prediction (inspired by ZhouFang928 examples)
most recent commit 7 years ago
Gbm ⭐ 50
Gradient boosted models (the old gbm package)
dependent packages 105total releases 31most recent commit 3 months ago
Housing ⭐ 34
An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.
total releases 6most recent commit 2 years ago
Boostedfactorization ⭐ 31
An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).
most recent commit 2 years ago
Ml2017 ⭐ 28
NTUEE Machine Learning, 2017 Spring
most recent commit 7 years ago
Decision Trees For Ml ⭐ 27
Building Decision Trees From Scratch In Python
most recent commit 4 years ago
Miniboosts ⭐ 25
A collection of boosting algorithms written in Rust 🦀
total releases 7most recent commit 3 months ago
Bonsai Dt ⭐ 23
Programmable Decision Tree Framework
most recent commit 5 years ago
Gbm Tune ⭐ 21
Tuning GBMs (hyperparameter tuning) and impact on out-of-sample predictions
most recent commit 7 years ago
Mlim ⭐ 21
mlim: single and multiple imputation with automated machine learning
total releases 4most recent commit 6 months ago
Interpretable Ml ⭐ 17
Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.
most recent commit 2 years ago
Fast Furious ⭐ 16
code (R, Matlab/Octave), models and meta-models I needed in my Machine Learning Lab but I didn't found on the shelf
most recent commit 5 years ago
The 3 Most Depended On Gradient Boosting Machine Open Source Projects
Gbm ⭐ 50
Gradient boosted models (the old gbm package)
dependent packages 105total releases 31latest release August 11, 2022most recent commit 3 months ago
Sharplearning ⭐ 372
Machine learning for C# .Net
dependent packages 14total releases 42latest release July 12, 2020most recent commit 3 months agonuget SharpLearning.Containers} Downloads
Arboretum ⭐ 63
Gradient Boosting powered by GPU(NVIDIA CUDA)
dependent packages 1total releases 15latest release April 04, 2020most recent commit 4 years agopypi arboretum} Downloads
The 7 Latest Releases In Gradient Boosting Machine Open Source Projects
Miniboosts ⭐ 25
A collection of boosting algorithms written in Rust 🦀
total releases 7latest release December 04, 2023most recent commit 3 months ago
Mlim ⭐ 21
mlim: single and multiple imputation with automated machine learning
total releases 4latest release September 26, 2022most recent commit 6 months ago
Gbm ⭐ 50
Gradient boosted models (the old gbm package)
dependent packages 105total releases 31latest release August 11, 2022most recent commit 3 months ago
Sharplearning ⭐ 372
Machine learning for C# .Net
dependent packages 14total releases 42latest release July 12, 2020most recent commit 3 months agonuget SharpLearning.Containers} Downloads
Arboretum ⭐ 63
Gradient Boosting powered by GPU(NVIDIA CUDA)
dependent packages 1total releases 15latest release April 04, 2020most recent commit 4 years agopypi arboretum} Downloads
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