SHOGUN  v3.2.0
 All Classes Namespaces Files Functions Variables Typedefs Enumerations Enumerator Friends Defines
NeighborhoodPreservingEmbedding.h
Go to the documentation of this file.
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 Sergey Lisitsyn
00009  */
00010 
00011 #ifndef NEIGHBORHOODPRESERVINGEMBEDDING_H_
00012 #define NEIGHBORHOODPRESERVINGEMBEDDING_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/features/DenseFeatures.h>
00018 #include <shogun/distance/Distance.h>
00019 
00020 namespace shogun
00021 {
00022 
00023 class CFeatures;
00024 class CDistance;
00025 
00043 class CNeighborhoodPreservingEmbedding: public CLocallyLinearEmbedding
00044 {
00045 public:
00046 
00048     CNeighborhoodPreservingEmbedding();
00049 
00051     virtual ~CNeighborhoodPreservingEmbedding();
00052 
00054     virtual const char* get_name() const;
00055 
00057     virtual CFeatures* apply(CFeatures* features);
00058 
00059 };
00060 }
00061 
00062 #endif /* HAVE_EIGEN3 */
00063 #endif /* NEIGHBORHOODPRESERVINGEMBEDDING_H_ */
 All Classes Namespaces Files Functions Variables Typedefs Enumerations Enumerator Friends Defines

SHOGUN Machine Learning Toolbox - Documentation