Alexandria 2.31.0
SDC-CH common library for the Euclid project
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Namespaces | Classes | Typedefs | Enumerations | Functions
Euclid::SOM Namespace Reference

Namespaces

namespace  Distance
 
namespace  ImplTools
 
namespace  InitFunc
 
namespace  LearningRestraintFunc
 
namespace  NeighborhoodFunc
 
namespace  SamplingPolicy
 

Classes

class  SOM
 
class  SOMProjector
 
class  SOMTrainer
 

Typedefs

using UMatrix = GridContainer::GridContainer< std::vector< double >, std::size_t, std::size_t >
 

Enumerations

enum class  UMatrixType { MIN , MAX , MEAN }
 

Functions

template<typename OArchive , typename DistFunc >
void somExport (std::ostream &out, const SOM< DistFunc > &som)
 
template<typename DistFunc >
void somBinaryExport (std::ostream &out, const SOM< DistFunc > &som)
 
template<typename IArchive , typename DistFunc = Distance::L2>
SOM< DistFunc > somImport (std::istream &in)
 
template<typename DistFunc = Distance::L2>
SOM< DistFunc > somBinaryImport (std::istream &in)
 
template<typename DistFunc >
void somFitsExport (const std::string &filename, const SOM< DistFunc > &som)
 
template<typename DistFunc = Distance::L2>
SOM< DistFunc > somFitsImport (const std::string &filename)
 
template<typename DistFunc = Distance::L2>
UMatrix computeUMatrix (const SOM< DistFunc > &som, UMatrixType type=UMatrixType::MEAN)
 

Typedef Documentation

◆ UMatrix

Definition at line 33 of file UMatrix.h.

Enumeration Type Documentation

◆ UMatrixType

enum class Euclid::SOM::UMatrixType
strong
Enumerator
MIN 
MAX 
MEAN 

Definition at line 35 of file UMatrix.h.

Function Documentation

◆ computeUMatrix()

template<typename DistFunc = Distance::L2>
UMatrix Euclid::SOM::computeUMatrix ( const SOM< DistFunc > &  som,
UMatrixType  type = UMatrixType::MEAN 
)

◆ somBinaryExport()

template<typename DistFunc >
void Euclid::SOM::somBinaryExport ( std::ostream out,
const SOM< DistFunc > &  som 
)

Definition at line 48 of file serialize.h.

◆ somBinaryImport()

template<typename DistFunc = Distance::L2>
SOM< DistFunc > Euclid::SOM::somBinaryImport ( std::istream in)

Definition at line 65 of file serialize.h.

◆ somExport()

template<typename OArchive , typename DistFunc >
void Euclid::SOM::somExport ( std::ostream out,
const SOM< DistFunc > &  som 
)

Definition at line 40 of file serialize.h.

◆ somFitsExport()

template<typename DistFunc >
void Euclid::SOM::somFitsExport ( const std::string filename,
const SOM< DistFunc > &  som 
)

Definition at line 70 of file serialize.h.

References std::tie().

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◆ somFitsImport()

template<typename DistFunc = Distance::L2>
SOM< DistFunc > Euclid::SOM::somFitsImport ( const std::string filename)

Definition at line 97 of file serialize.h.

◆ somImport()

template<typename IArchive , typename DistFunc = Distance::L2>
SOM< DistFunc > Euclid::SOM::somImport ( std::istream in)

Definition at line 53 of file serialize.h.

References std::move().

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