Lightgbm
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.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Xgboost | 25,253 |  | 796 | 972 | 3 months ago | 79 | November 13, 2023 | 412 | apache-2.0 | C++ |
| Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow | ||||||||||
| Lightgbm | 15,999 | | 278 | 574 | 14 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 | 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. | ||||||||||
| 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 | ||||||||||
| Ytk Learn | 351 | 2 years ago | n,ull | mit | Java | |||||
| Ytk-learn is a distributed machine learning library which implements most of popular machine learning algorithms(GBDT, GBRT, Mixture Logistic Regression, Gradient Boosting Soft Tree, Factorization Machines, Field-aware Factorization Machines, Logistic Regression, Softmax). | ||||||||||
| Gbdt | 92 | 2 years ago | 1 | gpl-2.0 | C++ | |||||
| Fast_retraining | 50 | 5 years ago | mit | Jupyter Notebook | ||||||
| Show how to perform fast retraining with LightGBM in different business cases | ||||||||||
| Robusttrees | 43 | 4 years ago | 1 | other | C++ | |||||
| [ICML 2019, 20 min long talk] Robust Decision Trees Against Adversarial Examples | ||||||||||
| Ktboost | 36 | 2 years ago | 46 | November 22, 2021 | 2 | other | Python | |||
| A Python package which implements several boosting algorithms with different combinations of base learners, optimization algorithms, and loss functions. | ||||||||||
| Stackgbm | 24 | 9 months ago | other | R | ||||||
| 🌳 Stacked Gradient Boosting Machines | ||||||||||
Alternatives To LightgbmSelect To Compare
Alternative Project Comparisons
Popular Gbm Projects
Popular Gbdt Projects
Popular Machine Learning Categories
Related Searches
Get A Weekly Email With Trending Projects For These Categories
No Spam. Unsubscribe easily at any time.
Python
R
Machine Learning
Microsoft
Parallel
Kaggle
Data Mining
Decision Trees
Lightgbm
Gbdt
Gbm
Gradient Boosting