Linuxkommando.com::linux,ubuntu,software,news,reviews,articles » SVM http://linuxkommando.com Tue, 07 May 2013 07:25:23 +0000 en hourly 1 http://wordpress.org/?v=3.2.1 Shogun 1.0.0 http://linuxkommando.com/2011/09/shogun-1-0-0.html http://linuxkommando.com/2011/09/shogun-1-0-0.html#comments Sun, 04 Sep 2011 05:56:57 +0000 admin http://linuxkommando.com/?p=2535 Shogun – a software package for machine learning , with the support of a large set of algorithms and data structures.

In Shogun focuses on the wide use of different methods and tools for solving pattern recognition problems, such as support vector method (SVM) , a step by step discriminant analysis , regression analysis , perceptrons , learning algorithms are hidden Markov models and others. Most tools are based on the method of support vector machines. You can also use a combination of methods.
Shogun written in C + + and provides interfaces for MATLAB, Octave, Python, and R.

This release contains significant enhancements:

  • Support for new PL (Java, C #, Ruby, Lua) in modular interface;
  • added new learning algorithms ( LLE , HLLE , LTSA and others);
  • Support MATLAB 2011a;
  • bug fixes, code cleaning, changes in the API, and much more.

As part of Google Summer of Code 2011 project were five students , a part of their work was included in the submitted release.

Source Code

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