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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 2 months ago
JSON representation
Shōgun
- Host: GitHub
- URL: https://github.com/shogun-toolbox/shogun
- Owner: shogun-toolbox
- License: bsd-3-clause
- Created: 2011-04-01T10:44:32.000Z (about 13 years ago)
- Default Branch: develop
- Last Pushed: 2023-12-19T18:37:18.000Z (6 months ago)
- Last Synced: 2024-03-26T08:13:49.542Z (3 months ago)
- Topics: artificial-intelligence, c-plus-plus, cmake, data-science, machine-learning, swig
- Language: C++
- Homepage: http://shogun-toolbox.org
- Size: 71 MB
- Stars: 2,998
- Watchers: 217
- Forks: 1,038
- Open Issues: 425
-
Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
- License: LICENSE
Lists
- awesome-python-data-science - Shogun - Machine learning toolbox. (Machine Learning / General Purpose Machine Learning)
- awesome-cpp - SHOGUN - The Shogun Machine Learning Toolbox. [GPLv3] (Machine Learning)
- awesome-stars - shogun-toolbox/shogun - Shōgun (C++)
- awesome-cpp - SHOGUN - The Shogun Machine Learning Toolbox. [GPLv3] (Machine Learning)
- machine-learning-with-ruby - shogun - Polyfunctional and mature (Machine Learning Libraries / Frameworks)
- awesome-cpp-cn - SHOGUN
- fucking-awesome-cpp - SHOGUN - The Shogun Machine Learning Toolbox. [GPLv3] (Machine Learning)
- awesome-python-machine-learning-resources - GitHub - 27% open · ⏱️ 08.12.2020): (机器学习框架)
- awesome-machine-learning - Shogun - The Shogun Machine Learning Toolbox (Python / General-Purpose Machine Learning)
- awesome-cpp - SHOGUN - The Shogun Machine Learning Toolbox. [GPLv3] (Machine Learning)
- awesome-stars - shogun-toolbox/shogun - Shōgun (data-science)
- awesome-cpp - SHOGUN - The Shogun Machine Learning Toolbox. [GPLv3] (Machine Learning)
- awesome-cpp-completed - SHOGUN - The Shogun Machine Learning Toolbox. [GPLv3] (Machine Learning)
- awesome-cpp - SHOGUN - The Shogun Machine Learning Toolbox. [GPLv3] (Machine Learning)
- awesome-machine-learnings - Shogun - The Shogun Machine Learning Toolbox. (Python / General-Purpose Machine Learning)
- awesome-cpp - SHOGUN - The Shogun Machine Learning Toolbox. [GPLv3] (Machine Learning)
- awesome-machine-learning - Shogun - The Shogun Machine Learning Toolbox. (Python / General-Purpose Machine Learning)
- awesome-machine-learning - Shogun - The Shogun Machine Learning Toolbox. (Python / General-Purpose Machine Learning)
- awesome-cpp - SHOGUN - The Shogun Machine Learning Toolbox. [GPLv3] (Machine Learning)
- awesome-machine-learning - Shogun - The Shogun Machine Learning Toolbox. (Python / General-Purpose Machine Learning)
- awesome-machine-learning - Shogun - The Shogun Machine Learning Toolbox. (Python / General-Purpose Machine Learning)
- awesome-machine-learning - Shogun - The Shogun Machine Learning Toolbox. (Python / General-Purpose Machine Learning)
- awesome-cpp - SHOGUN - The Shogun Machine Learning Toolbox. [GPLv3] (Machine Learning)
- awesome-cpp - SHOGUN - The Shogun Machine Learning Toolbox. [GPLv3] (Machine Learning)
- awesome-cpp - SHOGUN - The Shogun Machine Learning Toolbox. [GPLv3] (Machine Learning)
- awesome-machine-learning - Shogun - The Shogun Machine Learning Toolbox. (Python / General-Purpose Machine Learning)
- awesome-cpp - SHOGUN - The Shogun Machine Learning Toolbox. [GPLv3] (Machine Learning)
- awesome-cpp-completed - SHOGUN - The Shogun Machine Learning Toolbox. [GPLv3] (Machine Learning)
- awesome-machine-learning-library - Shogun - The Shogun Machine Learning Toolbox (Python / General-Purpose Machine Learning)
- awesome-machine-learning - Shogun - The Shogun Machine Learning Toolbox. (Python / General-Purpose Machine Learning)
- awesome-cpp - SHOGUN - Shogun 机器学习工具. [GPLv3] (机器学习)
- awesome-machine-learning - Shogun - The Shogun Machine Learning Toolbox. (Python / General-Purpose Machine Learning)
- awesome-android-cpp - shogun-toolbox/shogun - The Shogun Machine Learning Toolbox (Source Code) (TODO scan for Android support in followings)
- awesome-python-machine-learning - Shogun - The SHOGUN machine learning toolbox. Unified and efficient Machine Learning since 1999. (Uncategorized / Uncategorized)
- awesome-machine-master - Shogun - The Shogun Machine Learning Toolbox (C++)
- awesome-cpp - SHOGUN - The Shogun Machine Learning Toolbox. [GPLv3] (Machine Learning)
- awesome-advanced-metering-infrastructure - Shogun - The Shogun Machine Learning Toolbox. (Python / General-Purpose Machine Learning)
- awesome-cpp - SHOGUN - The Shogun Machine Learning Toolbox. [GPLv3] (Machine Learning)
- awesome-machine-learning - Shogun - The Shogun Machine Learning Toolbox (Python / General-Purpose Machine Learning)
- awesome-machine-learning - Shogun - The Shogun Machine Learning Toolbox. (Python / General-Purpose Machine Learning)
- my-awesome-stars - shogun-toolbox/shogun - Shōgun (C++)
- awesome-machine-learning - Shogun - The Shogun Machine Learning Toolbox. (C++ / Tools)
- awesome-machine-learning - Shogun - The Shogun Machine Learning Toolbox. (Python / General-Purpose Machine Learning)
- awesome-machine-learning-cn - 官网
- awesome-machine-learning - Shogun - The Shogun Machine Learning Toolbox. (Python / General-Purpose Machine Learning)
- awesome-machine-learning - Shogun - The Shogun Machine Learning Toolbox (C++ / Speech Recognition)
- awesome-machine-learning - Shogun - The Shogun Machine Learning Toolbox. (Python / General-Purpose Machine Learning)
- AI - Shogun - The Shogun Machine Learning Toolbox. (Python / General-Purpose Machine Learning)
- awesome-machine-learning - Shogun - The Shogun Machine Learning Toolbox. (Python / General-Purpose Machine Learning)
README
# The SHOGUN machine learning toolbox
-------------------------------------
Unified and efficient Machine Learning since 1999.
Latest release:
[](https://github.com/shogun-toolbox/shogun/releases/latest)
Cite Shogun:
[](https://zenodo.org/badge/latestdoi/1555094)
Develop branch build status:
[](https://dev.azure.com/shogunml/shogun/_build/latest?definitionId=-1)
[](https://codecov.io/gh/shogun-toolbox/shogun)
Donate to Shogun via NumFocus:
[](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.