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TDistributedStochasticNeighborEmbedding.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) 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>
16 
17 namespace shogun
18 {
19 
28 {
29 public:
30 
33 
36 
38  virtual const char* get_name() const;
39 
44  virtual CFeatures* apply(CFeatures* features);
45 
50  void set_theta(const float64_t theta);
51 
56  float64_t get_theta() const;
57 
62  void set_perplexity(const float64_t perplexity);
63 
68  float64_t get_perplexity() const;
69 
70 private:
71 
73  void init();
74 
75 private:
76 
78  float64_t m_theta;
79 
81  float64_t m_perplexity;
82 
83 }; /* class CTDistributedStochasticNeighborEmbedding */
84 
85 } /* namespace shogun */
86 
87 #endif /* TDISTRIBUTEDSTOCHASTICNEIGHBOREMBEDDING_H_ */
class CTDistributedStochasticNeighborEmbedding used to embed data using t-distributed stochastic neig...
class EmbeddingConverter (part of the Efficient Dimensionality Reduction Toolkit) used to construct e...
double float64_t
Definition: common.h:50
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

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