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KernelLocallyLinearEmbedding.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 KERNELLOCALLYLINEAREMBEDDING_H_
00012 #define KERNELLOCALLYLINEAREMBEDDING_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 #include <shogun/kernel/Kernel.h>
00019 
00020 namespace shogun
00021 {
00022 
00023 class CFeatures;
00024 class CKernel;
00025 
00044 class CKernelLocallyLinearEmbedding: public CLocallyLinearEmbedding
00045 {
00046 public:
00047 
00049     CKernelLocallyLinearEmbedding();
00050 
00054     CKernelLocallyLinearEmbedding(CKernel* kernel);
00055 
00057     virtual ~CKernelLocallyLinearEmbedding();
00058 
00060     virtual CFeatures* apply(CFeatures* features);
00061 
00065     CDenseFeatures<float64_t>* embed_kernel(CKernel* kernel);
00066 
00068     virtual const char* get_name() const;
00069 
00070 };
00071 }
00072 
00073 #endif /* HAVE_EIGEN3 */
00074 #endif /* KERNELLOCALLYLINEAREMBEDDING_H_ */
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