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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.