CatBoost

All

5 repositories

catboost
Public
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.
python data-science machine-learning data-mining tutorial r big-data gpu cuda kaggle
Python
•
Apache License 2.0
•1.2k•8.2k•567•19•Updated Jan 28, 2025Jan 28, 2025
docs
Public
Apache License 2.0
•6•8•0•0•Updated Jan 27, 2025Jan 27, 2025
tutorials
Public
CatBoost tutorials repository
ipython ipython-notebook tutorials kaggle catboost titanic-dataset
Jupyter Notebook
•
Apache License 2.0
•414•1.1k•0•6•Updated Nov 17, 2024Nov 17, 2024
benchmarks
Public
Comparison tools
h2o regression speed xgboost classification lightgbm catboost quality benchmark gpu
Jupyter Notebook
•
Apache License 2.0
•47•169•7•0•Updated Jun 19, 2024Jun 19, 2024
catboost-viewer
Public
Standalone application for plotting charts with different training statistics in a browser.
visualization javascript loss-functions
JavaScript
•
Other
•19•125•0•0•Updated Jul 18, 2017Jul 18, 2017