SHOGUN
v3.0.0
Main Page
Related Pages
Modules
Classes
Files
File List
File Members
All
Classes
Namespaces
Files
Functions
Variables
Typedefs
Enumerations
Enumerator
Friends
Macros
Groups
Pages
src
shogun
features
streaming
generators
MeanShiftDataGenerator.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) 2012-2013 Heiko Strathmann
8
*/
9
10
#ifndef __MEANSHIFTDATAGENERATOR_H_
11
#define __MEANSHIFTDATAGENERATOR_H_
12
13
#include <
shogun/lib/common.h
>
14
#include <
shogun/features/streaming/StreamingDenseFeatures.h
>
15
16
namespace
shogun
17
{
18
19
32
class
CMeanShiftDataGenerator
:
public
CStreamingDenseFeatures
<float64_t>
33
{
34
public
:
36
CMeanShiftDataGenerator
();
37
44
CMeanShiftDataGenerator
(
float64_t
mean_shift,
index_t
dimension,
45
index_t
m_dimension_shift
=0);
46
48
virtual
~CMeanShiftDataGenerator
();
49
51
virtual
const
char
*
get_name
()
const
52
{
53
return
"MeanShiftDataGenerator"
;
54
}
55
62
void
set_mean_shift_model
(
float64_t
mean_shift,
index_t
dimension,
63
index_t
m_dimension_shift
=0);
64
66
bool
get_next_example
();
67
69
void
release_example
();
70
71
private
:
73
void
init();
74
75
protected
:
77
float64_t
m_mean_shift
;
78
80
index_t
m_dimension
;
81
83
index_t
m_dimension_shift
;
84
};
85
86
}
87
88
#endif
/* __MEANSHIFTDATAGENERATOR_H_ */
SHOGUN
Machine Learning Toolbox - Documentation