SHOGUN  3.2.1
 All Classes Namespaces Files Functions Variables Typedefs Enumerations Enumerator Friends Macros Groups Pages
TDistributedStochasticNeighborEmbedding.h
Go to the documentation of this file.
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) 2013 Vladyslav S. Gorbatiuk
8  * Copyright (C) 2011-2013 Vladyslav S. Gorbatiuk
9  */
10 
11 #ifndef TDISTRIBUTEDSTOCHASTICNEIGHBOREMBEDDING_H_
12 #define TDISTRIBUTEDSTOCHASTICNEIGHBOREMBEDDING_H_
13 #include <shogun/lib/config.h>
14 #ifdef HAVE_EIGEN3
17 
18 namespace shogun
19 {
20 
29 {
30 public:
31 
34 
37 
39  virtual const char* get_name() const;
40 
45  virtual CFeatures* apply(CFeatures* features);
46 
51  void set_theta(const float64_t theta);
52 
57  float64_t get_theta() const;
58 
63  void set_perplexity(const float64_t perplexity);
64 
69  float64_t get_perplexity() const;
70 
71 private:
72 
74  void init();
75 
76 private:
77 
79  float64_t m_theta;
80 
82  float64_t m_perplexity;
83 
84 }; /* class CTDistributedStochasticNeighborEmbedding */
85 
86 } /* namespace shogun */
87 
88 #endif /* HAVE_EIGEN3 */
89 #endif /* TDISTRIBUTEDSTOCHASTICNEIGHBOREMBEDDING_H_ */

SHOGUN Machine Learning Toolbox - Documentation