Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Lightgbm | 15,941 | 278 | 574 | 10 days ago | 34 | September 12, 2023 | 345 | mit | C++ | |
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. | ||||||||||
Catboost | 7,564 | 12 | 2 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. | ||||||||||
Chefboost | 428 | 3 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 | ||||||||||
Kaggle Knowhow | 218 | 4 years ago | mit | |||||||
Kaggle-Knowhow(Korean Ver) 한국분들을 위한 Kaggle 자료 모음입니다 | ||||||||||
Fast_retraining | 50 | 5 years ago | mit | Jupyter Notebook | ||||||
Show how to perform fast retraining with LightGBM in different business cases | ||||||||||
Kaggle_walmart Recruiting Store Sales Forecasting | 41 | 10 years ago | R | |||||||
R code for Kaggle's Walmart Recruiting - Store Sales Forecasting | ||||||||||
Housing | 34 | 2 years ago | 6 | May 08, 2021 | mit | PHP | ||||
An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine. | ||||||||||
Gbm Bench | 31 | 2 years ago | 15 | bsd-3-clause | Python | |||||
A benchmark to measure performance of popular Gradient boosting algorithms against popular ML datasets. | ||||||||||
Kaggle_loan_default_prediction | 19 | 10 years ago | R | |||||||
R code for Kaggle's Loan Default Prediction - Imperial College London challenge | ||||||||||
Kaggle_bosch | 11 | 7 years ago | 2 | apache-2.0 | Jupyter Notebook | |||||
Bosch Production Line Performance Kaggle Competition. Nr 8 on Kaggle Leaderboard. |