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https://github.com/shogun-toolbox/shogun

Shōgun
https://github.com/shogun-toolbox/shogun

artificial-intelligence c-plus-plus cmake data-science machine-learning swig

Last synced: about 16 hours ago
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Shōgun

Host: GitHub
URL: https://github.com/shogun-toolbox/shogun
Owner: shogun-toolbox
License: bsd-3-clause
Created: 2011-04-01T10:44:32.000Z (almost 14 years ago)
Default Branch: develop
Last Pushed: 2023-12-19T18:37:18.000Z (about 1 year ago)
Last Synced: 2025-01-04T17:07:21.346Z (8 days ago)
Topics: artificial-intelligence, c-plus-plus, cmake, data-science, machine-learning, swig
Language: C++
Homepage: http://shogun-toolbox.org
Size: 71 MB
Stars: 3,032
Watchers: 215
Forks: 1,036
Open Issues: 427
Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
- License: LICENSE

Awesome Lists containing this project

awesome-python-machine-learning-resources - GitHub - 27% open · ⏱️ 08.12.2020): (机器学习框架)
awesome-python-machine-learning - Shogun - The SHOGUN machine learning toolbox. Unified and efficient Machine Learning since 1999. (Uncategorized / Uncategorized)
StarryDivineSky - shogun-toolbox/shogun - clause许可证，包含可选的GPL3组件。用户可以通过官网获取安装指南、接口调用说明、API示例和开发者信息。 (其他_机器学习与深度学习)

README

        # The SHOGUN machine learning toolbox

-------------------------------------

Unified and efficient Machine Learning since 1999.

Latest release:

[![Release](https://img.shields.io/github/release/shogun-toolbox/shogun.svg)](https://github.com/shogun-toolbox/shogun/releases/latest)

Cite Shogun:

[![DOI](https://zenodo.org/badge/1555094.svg)](https://zenodo.org/badge/latestdoi/1555094)

Develop branch build status:

[![Build status](https://dev.azure.com/shogunml/shogun/_apis/build/status/shogun-CI)](https://dev.azure.com/shogunml/shogun/_build/latest?definitionId=-1)

[![codecov](https://codecov.io/gh/shogun-toolbox/shogun/branch/develop/graph/badge.svg)](https://codecov.io/gh/shogun-toolbox/shogun)

Donate to Shogun via NumFocus:

[![Powered by NumFOCUS](https://img.shields.io/badge/powered%20by-NumFOCUS-orange.svg?style=flat&colorA=E1523D&colorB=007D8A)](http://numfocus.org)

Buildbot: https://buildbot.shogun.ml.

 * See [doc/readme/ABOUT.md](doc/readme/ABOUT.md) for a project description.

 * See [doc/readme/INSTALL.md](doc/readme/INSTALL.md) for installation instructions.

 * See [doc/readme/INTERFACES.md](doc/readme/INTERFACES.md) for calling Shogun from its interfaces.

 * See [doc/readme/EXAMPLES.md](doc/readme/EXAMPLES.md) for details on creating API examples.

 * See [doc/readme/DEVELOPING.md](doc/readme/DEVELOPING.md) for how to hack Shogun.

 

 * See [API examples](http://shogun.ml/examples) for all interfaces.

 * See [the wiki](https://github.com/shogun-toolbox/shogun/wiki/) for extended developer information.

## Interfaces

-------------

Shogun is implemented in C++ and offers automatically generated, unified interfaces to Python, Octave, Java / Scala, Ruby, C#, R, Lua. We are currently working on adding more languages including JavaScript, D, and Matlab.

|    Interface     |     Status                                                |

|:----------------:|-----------------------------------------------------------|

|Python            | *mature* (no known problems)                              |

|Octave            | *mature* (no known problems)                              |

|Java/Scala        | *stable* (no known problems)                              |

|Ruby              | *stable* (no known problems)                              |

|C#                | *stable* (no known problems)                              |

|R                 | *beta*   (most examples work, static calls unavailable)   |

|Perl              | *pre-alpha* (work in progress quality)                    |

|JS                | *pre-alpha* (work in progress quality)                    |

See [our website](http://shogun.ml/examples) for examples in all languages.

## Platforms

------------

Shogun is supported under GNU/Linux, MacOSX, FreeBSD, and Windows.

## Directory Contents

---------------------

The following directories are found in the source distribution.

Note that some folders are submodules that can be checked out with

`git submodule update --init`.

- *src* - source code, separated into C++ source and interfaces

- *doc* - readmes (doc/readme, submodule), Jupyter notebooks, cookbook (API examples), licenses

- *examples* - example files for all interfaces

- *data* - data sets (submodule, required for examples)

- *tests* - unit tests and continuous integration of interface examples

- *applications* - applications of SHOGUN (outdated)

- *benchmarks* - speed benchmarks

- *cmake* - cmake build scripts

## License

----------

Shogun is distributed under [BSD 3-clause license](doc/license/LICENSE.md), with

optional GPL3 components.

See [doc/licenses](doc/license) for details.