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KernelLocallyLinearEmbedding.h
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1 /*
2  * This program is free software; you can redistribute it and/or modify
3  * it under the terms of the GNU General Public License as published by
4  * the Free Software Foundation; either version 3 of the License, or
5  * (at your option) any later version.
6  *
7  * Written (W) 2011-2013 Sergey Lisitsyn
8  * Copyright (C) 2011-2013 Berlin Institute of Technology and Max-Planck-Society
9  */
10 
11 #ifndef KERNELLOCALLYLINEAREMBEDDING_H_
12 #define KERNELLOCALLYLINEAREMBEDDING_H_
13 #include <shogun/lib/config.h>
17 #include <shogun/kernel/Kernel.h>
18 
19 namespace shogun
20 {
21 
22 class CFeatures;
23 class CKernel;
24 
44 {
45 public:
46 
49 
54 
57 
59  virtual CFeatures* apply(CFeatures* features);
60 
65 
67  virtual const char* get_name() const;
68 
69 };
70 }
71 
72 #endif /* KERNELLOCALLYLINEAREMBEDDING_H_ */
virtual CFeatures * apply(CFeatures *features)
class KernelLocallyLinearEmbedding used to construct embeddings of data using kernel formulation of L...
class LocallyLinearEmbedding used to embed data using Locally Linear Embedding algorithm described in...
CDenseFeatures< float64_t > * embed_kernel(CKernel *kernel)
all of classes and functions are contained in the shogun namespace
Definition: class_list.h:18
The class Features is the base class of all feature objects.
Definition: Features.h:68
The Kernel base class.
Definition: Kernel.h:159

SHOGUN Machine Learning Toolbox - Documentation