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SOM
SOM
UMatrix.h
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/*
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* Copyright (C) 2012-2021 Euclid Science Ground Segment
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*
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* This library is free software; you can redistribute it and/or modify it under
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* the terms of the GNU Lesser General Public License as published by the Free
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* Software Foundation; either version 3.0 of the License, or (at your option)
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* any later version.
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*
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* This library is distributed in the hope that it will be useful, but WITHOUT
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* ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS
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* FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more
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* details.
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*
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* You should have received a copy of the GNU Lesser General Public License
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* along with this library; if not, write to the Free Software Foundation, Inc.,
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* 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
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*/
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/*
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* @file UMatrix.h
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* @author nikoapos
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*/
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#ifndef SOM_UMATRIX_H
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#define SOM_UMATRIX_H
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#include "
GridContainer/GridContainer.h
"
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#include "
SOM/SOM.h
"
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namespace
Euclid {
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namespace
SOM {
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using
UMatrix
=
GridContainer::GridContainer<std::vector<double>
,
std::size_t
,
std::size_t
>;
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enum class
UMatrixType
{
MIN
,
MAX
,
MEAN
};
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template
<std::
size_t
ND,
typename
DistFunc = Distance::L2<ND>>
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UMatrix
computeUMatrix
(
const
SOM<ND, DistFunc>& som,
UMatrixType
type =
UMatrixType::MEAN
);
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}
// namespace SOM
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}
// namespace Euclid
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#include "
SOM/_impl/UMatrix.icpp
"
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#endif
/* SOM_UMATRIX_H */
Euclid::SOM::UMatrix
GridContainer::GridContainer< std::vector< double >, std::size_t, std::size_t > UMatrix
Definition:
UMatrix.h:33
Euclid::GridContainer::GridContainer
Representation of a multi-dimensional grid which contains axis information.
Definition:
GridContainer.h:97
std::size_t
UMatrix.icpp
Euclid::SOM::UMatrixType::MIN
Euclid::SOM::computeUMatrix
UMatrix computeUMatrix(const SOM< ND, DistFunc > &som, UMatrixType type)
Definition:
UMatrix.icpp:44
Euclid::SOM::UMatrixType::MEAN
SOM.h
GridContainer.h
Euclid::SOM::UMatrixType
UMatrixType
Definition:
UMatrix.h:35
Euclid::SOM::UMatrixType::MAX
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