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The Top 9 Gbdt Gradient Boosting Open Source Projects

Open source projects categorized as Gbdt Gradient Boosting
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 13 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
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
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
Gbdt ⭐ 92
most recent commit 2 years ago
Litemort ⭐ 36
A memory efficient GBDT on adaptive distributions. Much faster than LightGBM with higher accuracy. Implicit merge operation.
total releases 4most recent commit 4 years ago
Stackgbm ⭐ 24
🌳 Stacked Gradient Boosting Machines
most recent commit 10 months ago
Autolgbm ⭐ 7
LightGBM + Optuna
total releases 3most recent commit 2 years ago
Kaggle Bike Sharing Demand ⭐ 5
simple solution based on Gradient Boost and Random Forest, rank 24/3251 (top 1%) within 60 lines of python code
most recent commit 5 years ago
The 2 Most Depended On Gbdt Gradient Boosting Open Source Projects
The 5 Latest Releases In Gbdt Gradient Boosting Open Source Projects
Autolgbm ⭐ 7
LightGBM + Optuna
total releases 3latest release February 13, 2022most recent commit 2 years ago
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