# catboost/catboost

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8,808 stars · 1,263 forks · C++ · apache-2.0

## Links

- GitHub: https://github.com/catboost/catboost
- Homepage: https://catboost.ai
- awesome-repositories: https://awesome-repositories.com/repository/catboost-catboost.md

## Topics

`big-data` `catboost` `categorical-features` `coreml` `cuda` `data-mining` `data-science` `decision-trees` `gbdt` `gbm` `gpu` `gpu-computing` `gradient-boosting` `kaggle` `machine-learning` `python` `r` `tutorial`

## Tags

### Part of an Awesome List

- [AI & Machine Learning](https://awesome-repositories.com/f/awesome-lists/ai/ai-machine-learning.md) — High-performance gradient boosting on decision trees
- [General Machine Learning](https://awesome-repositories.com/f/awesome-lists/ai/general-machine-learning.md) — Gradient boosting library with built-in categorical feature support.
- [Gradient Boosting](https://awesome-repositories.com/f/awesome-lists/ai/gradient-boosting.md) — Gradient boosting library optimized for decision trees.
- [Gradient Boosting Research](https://awesome-repositories.com/f/awesome-lists/ai/gradient-boosting-research.md) — Unbiased gradient boosting with categorical feature support.
- [Machine Learning](https://awesome-repositories.com/f/awesome-lists/ai/machine-learning.md) — Gradient boosting with categorical features support.
- [Machine Learning Libraries](https://awesome-repositories.com/f/awesome-lists/ai/machine-learning-libraries.md) — Gradient boosting library for ranking and regression.
- [Machine Learning Frameworks](https://awesome-repositories.com/f/awesome-lists/devtools/machine-learning-frameworks.md) — Gradient boosting library with native support for categorical features.