# catboost

**Repository Path**: skymysky/catboost

## Basic Information

- **Project Name**: catboost
- **Description**: CatBoost 是由 Yandex 的研究人员和工程师开发的基于梯度提升决策树的机器学习方法，现已开源
- **Primary Language**: Unknown
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 2
- **Created**: 2017-07-19
- **Last Updated**: 2024-05-30

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

<img src=http://storage.mds.yandex.net/get-devtools-opensource/250854/catboost-logo.png width=300/>

[Documentation](https://tech.yandex.com/catboost/doc/dg/concepts/about-docpage/) |
[Installation](https://tech.yandex.com/catboost/doc/dg/concepts/cli-installation-docpage/)

CatBoost is a machine learning method based on gradient boosting over decision trees.

Main advantages of CatBoost:
  - Superior quality when compared with other libraries.
  - Support for both numerical and categorical features.
  - Data visualization tools included.

The following implementations are available:
  - [Python package](https://tech.yandex.com/catboost/doc/dg/concepts/python-installation-docpage/)
  - [R package](https://tech.yandex.com/catboost/doc/dg/concepts/r-installation-docpage/)
  - [Command-line interface](https://tech.yandex.com/catboost/doc/dg/concepts/cli-installation-docpage/)


Tutorials
--------------
 * Tutorials are avaliable [here](https://github.com/catboost/catboost/tree/master/catboost/tutorials).


Questions and bug reports
--------------
* For reporting bugs please use the [catboost/bugreport](https://github.com/catboost/catboost/issues) page.
* Ask your question about CatBoost on [Stack Overflow](https://stackoverflow.com/questions/tagged/catboost)


License
-------
© YANDEX LLC, 2017. Licensed under the Apache License, Version 2.0. See LICENSE file for more details.