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Unified and efficient machine learning library

Since 1999, Shogun is for:
  • practitioners: wide range of standard and cutting-edge algorithms
  • hackers: core in C++ with unified interfaces to your favourite language
  • scientists: quick prototyping and flexible embedding in workflows
  • idealists: open source license and community driven

About Shogun

The Shogun Machine learning toolbox offers a wide range of efficient and unified Machine Learning methods.

Shogun is accessible

  • Supports many languages (Python, Octave, R, Java/Scala, Lua, C#, Ruby, etc) and platforms (Linux/Unix, MacOS and Windows) and integrates with their scientific computing environments.
  • Try Shogun in the cloud from your browser.

Shogun is state-of-the-art

  • Efficient implementation (from standard to cutting edge algorithms), modern software architecture in C++.
  • Easy combination of multiple data representations, algorithm classes and general purpose tools for rapid prototyping of data pipelines.

Shogun is open source

  • Free software, community-based development and machine learning education.
  • GPLv3 license and working towards BSD compatibility.

Keep reading to find out more about Shogun's mission, features, and history here.

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