ICAConverter.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 ICACONVERTER_H_
#define ICACONVERTER_H_

#include <shogun/lib/config.h>
#ifdef HAVE_EIGEN3
#include <shogun/converter/Converter.h>
#include <shogun/features/Features.h>
#include <shogun/lib/SGMatrix.h>

namespace shogun
{

class CFeatures;

class CICAConverter: public CConverter
{
    public:

        CICAConverter();

        virtual ~CICAConverter();

        virtual CFeatures* apply(CFeatures* features) = 0;

        void set_mixing_matrix(SGMatrix<float64_t>mixing_matrix);

        SGMatrix<float64_t> get_mixing_matrix() const;

        void set_max_iter(int iter);

        int get_max_iter() const;

        void set_tol(float64_t tol);

        float64_t get_tol() const;

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

    protected:

        void init();

        SGMatrix<float64_t> m_mixing_matrix;

        int max_iter;

        float64_t tol;
};
}
#endif // HAVE_EIGEN3
#endif // ICACONVERTER