Jade.h

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/*
 * This program is free software; you can redistribute it and/or modify
 * it under the terms of the GNU General Public License as published by
 * the Free Software Foundation; either version 3 of the License, or
 * (at your option) any later version.
 *
 * Written (W) 2013 Kevin Hughes
 */

#ifndef JADE_H_
#define JADE_H_

#include <shogun/lib/config.h>
#ifdef HAVE_EIGEN3
#include <shogun/converter/ica/ICAConverter.h>
#include <shogun/features/Features.h>

namespace shogun
{

class CFeatures;

//#define DEBUG_JADE

class CJade: public CICAConverter
{
    public:
        
        CJade();

        virtual ~CJade();

        virtual CFeatures* apply(CFeatures* features);

        SGMatrix<float64_t> get_cumulant_matrix() const;

        virtual const char* get_name() const { return "Jade"; };

    protected:

        void init();

    private:
        
        SGMatrix<float64_t> m_cumulant_matrix;
};  
}
#endif // HAVE_EIGEN3
#endif // JADE