LinearLocalTangentSpaceAlignment.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 Sergey Lisitsyn
00008  * Copyright (C) 2011 Sergey Lisitsyn
00009  */
00010 
00011 #ifndef LINEARLOCALTANGENTSPACEALIGNMENT_H_
00012 #define LINEARLOCALTANGENTSPACEALIGNMENT_H_
00013 #include <shogun/lib/config.h>
00014 #ifdef HAVE_LAPACK
00015 #include <shogun/converter/LocalTangentSpaceAlignment.h>
00016 #include <shogun/features/Features.h>
00017 #include <shogun/features/SimpleFeatures.h>
00018 #include <shogun/distance/Distance.h>
00019 
00020 namespace shogun
00021 {
00022 
00023 class CFeatures;
00024 class CDistance;
00025 
00038 class CLinearLocalTangentSpaceAlignment: public CLocalTangentSpaceAlignment
00039 {
00040 public:
00041 
00043     CLinearLocalTangentSpaceAlignment();
00044 
00046     virtual ~CLinearLocalTangentSpaceAlignment();
00047 
00049     virtual const char* get_name() const;
00050 
00051 protected:
00052 
00059     virtual SGMatrix<float64_t> construct_embedding(CFeatures* features, SGMatrix<float64_t> matrix, int dimension);
00060 };
00061 }
00062 
00063 #endif /* HAVE_LAPACK */
00064 #endif /* LINEARLOCALTANGENTSPACEALIGNMENT_H_ */
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