GUIConverter.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) 2012 Sergey Lisitsyn
 * Copyright (C) 2012 Sergey Lisitsyn
 */

#ifndef __GUICONVERTER_H__
#define __GUICONVERTER_H__

#include <shogun/lib/config.h>
#include <shogun/base/SGObject.h>
#include <shogun/converter/Converter.h>
#include <shogun/features/DenseFeatures.h>

namespace shogun
{
class CSGInterface;

class CGUIConverter : public CSGObject
{
    public:
        CGUIConverter()
        {

        };

        CGUIConverter(CSGInterface* interface);

        bool create_locallylinearembedding(int32_t k);
        bool create_neighborhoodpreservingembedding(int32_t k);
        bool create_localtangentspacealignment(int32_t k);
        bool create_linearlocaltangentspacealignment(int32_t k);
        bool create_hessianlocallylinearembedding(int32_t k);
        bool create_laplacianeigenmaps(int32_t k, float64_t width);
        bool create_localitypreservingprojections(int32_t k, float64_t width);
        bool create_diffusionmaps(int32_t t, float64_t width);
        bool create_isomap(int32_t k);
        bool create_multidimensionalscaling();

        CDenseFeatures<float64_t>* embed(int32_t target_dim);

        ~CGUIConverter();

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

    protected:

        CConverter* m_converter;

        CSGInterface* m_ui;
};
}
#endif