Xmipp
v3.23.11-Nereus
xmipp
libraries
dimred
laplacianEigenmaps.h
Go to the documentation of this file.
1
/***************************************************************************
2
*
3
* Authors: Carlos Oscar coss@cnb.csic.es (2013)
4
*
5
* Unidad de Bioinformatica of Centro Nacional de Biotecnologia , CSIC
6
*
7
* This program is free software; you can redistribute it and/or modify
8
* it under the terms of the GNU General Public License as published by
9
* the Free Software Foundation; either version 2 of the License, or
10
* (at your option) any later version.
11
*
12
* This program is distributed in the hope that it will be useful,
13
* but WITHOUT ANY WARRANTY; without even the implied warranty of
14
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
15
* GNU General Public License for more details.
16
*
17
* You should have received a copy of the GNU General Public License
18
* along with this program; if not, write to the Free Software
19
* Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA
20
* 02111-1307 USA
21
*
22
* All comments concerning this program package may be sent to the
23
* e-mail address 'xmipp@cnb.csic.es'
24
***************************************************************************/
25
26
#ifndef AUTOENCODER_H_
27
#define AUTOENCODER_H_
28
29
#include <
core/matrix2d.h
>
30
#include <
core/matrix1d.h
>
31
#include "
dimred_tools.h
"
32
37
class
LaplacianEigenmap
:
public
DimRedAlgorithm
38
{
39
public
:
40
double
sigma
;
41
size_t
numberOfNeighbours
;
42
public
:
44
void
setSpecificParameters
(
double
sigma=1.0,
size_t
numberOfNeighbours=7);
45
47
void
reduceDimensionality
();
48
};
50
#endif
LaplacianEigenmap::numberOfNeighbours
size_t numberOfNeighbours
Definition:
laplacianEigenmaps.h:41
DimRedAlgorithm
Definition:
dimred_tools.h:137
LaplacianEigenmap
Definition:
laplacianEigenmaps.h:37
dimred_tools.h
matrix1d.h
matrix2d.h
LaplacianEigenmap::sigma
double sigma
Definition:
laplacianEigenmaps.h:40
LaplacianEigenmap::setSpecificParameters
void setSpecificParameters(double sigma=1.0, size_t numberOfNeighbours=7)
Set specific parameters.
Definition:
laplacianEigenmaps.cpp:29
LaplacianEigenmap::reduceDimensionality
void reduceDimensionality()
Reduce dimensionality.
Definition:
laplacianEigenmaps.cpp:35
Generated by
1.8.13