Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
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Catboost | 7,564 | 12 | 3 months ago | 20 | September 19, 2023 | 539 | apache-2.0 | Python | ||
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. | ||||||||||
Awesome Gradient Boosting Papers | 930 | 10 months ago | 1 | cc0-1.0 | Python | |||||
A curated list of gradient boosting research papers with implementations. | ||||||||||
Chefboost | 428 | 4 months ago | 17 | February 16, 2022 | mit | Python | ||||
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 | ||||||||||
Gbdt_simple_tutorial | 371 | 5 years ago | 2 | apache-2.0 | Python | |||||
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GBDT。Gradient 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 | ||||||||||
Gbdt | 253 | 2 | 5 years ago | 7 | November 08, 2016 | 4 | apache-2.0 | C++ | ||
Gradient boosting decision trees. | ||||||||||
Fastbdt | 237 | 6 years ago | 2 | gpl-3.0 | C++ | |||||
Stochastic Gradient Boosted Decision Trees as Standalone, TMVAPlugin and Python-Interface | ||||||||||
Sklearn Compiledtrees | 219 | 1 | 3 years ago | 9 | April 04, 2014 | 3 | mit | Python | ||
Compiled Decision Trees for scikit-learn | ||||||||||
Mgbdt | 62 | 5 years ago | 1 | Python | ||||||
This is the official clone for the implementation of the NIPS18 paper Multi-Layered Gradient Boosting Decision Trees (mGBDT) . | ||||||||||
Alpha Zero Boosted | 60 | 4 years ago | Python | |||||||
A "build to learn" Alpha Zero implementation using Gradient Boosted Decision Trees (LightGBM) | ||||||||||
Federated Xgboost | 60 | a year ago | 12 | C++ | ||||||
Federated gradient boosted decision tree learning |