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HessianLocallyLinearEmbedding.h
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00001 /*
00002  * This program is free software; you can redistribute it and/or modify
00003  * it under the terms of the GNU General Public License as published by
00004  * the Free Software Foundation; either version 3 of the License, or
00005  * (at your option) any later version.
00006  *
00007  * Written (W) 2011-2013 Sergey Lisitsyn
00008  * Copyright (C) 2011-2013 Berlin Institute of Technology and Max-Planck-Society
00009  */
00010 
00011 #ifndef HESSIANLOCALLYLINEAREMBEDDING_H_
00012 #define HESSIANLOCALLYLINEAREMBEDDING_H_
00013 #include <shogun/lib/config.h>
00014 #ifdef HAVE_EIGEN3
00015 #include <shogun/converter/LocallyLinearEmbedding.h>
00016 #include <shogun/features/Features.h>
00017 #include <shogun/distance/Distance.h>
00018 
00019 namespace shogun
00020 {
00021 
00022 class CFeatures;
00023 class CDistance;
00024 
00042 class CHessianLocallyLinearEmbedding: public CLocallyLinearEmbedding
00043 {
00044 public:
00045 
00047     CHessianLocallyLinearEmbedding();
00048 
00050     virtual ~CHessianLocallyLinearEmbedding();
00051 
00053     virtual const char* get_name() const;
00054 
00056     virtual CFeatures* apply(CFeatures* features);
00057 };
00058 }
00059 
00060 #endif /* HAVE_EIGEN3 */
00061 #endif /* HESSIANLOCALLYLINEAREMBEDDING_H_ */
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