Alexandria  2.16
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Namespaces | Classes | Typedefs | Enumerations | Functions
Euclid::SOM Namespace Reference

Namespaces

 Distance
 
 ImplTools
 
 InitFunc
 
 LearningRestraintFunc
 
 NeighborhoodFunc
 
 SamplingPolicy
 

Classes

class  SOM
 
class  SOMProjector
 
class  SOMTrainer
 

Typedefs

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

Enumerations

enum  UMatrixType { UMatrixType::MIN, UMatrixType::MAX, UMatrixType::MEAN }
 

Functions

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

Typedef Documentation

◆ UMatrix

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

Definition at line 33 of file UMatrix.h.

Enumeration Type Documentation

◆ UMatrixType

Enumerator
MIN 
MAX 
MEAN 

Definition at line 35 of file UMatrix.h.

Function Documentation

◆ computeUMatrix()

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

◆ somBinaryExport()

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

Definition at line 47 of file serialize.h.

◆ somBinaryImport()

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

Definition at line 64 of file serialize.h.

◆ somExport()

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

Definition at line 39 of file serialize.h.

◆ somFitsExport()

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

Definition at line 69 of file serialize.h.

◆ somFitsImport()

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

Definition at line 97 of file serialize.h.

◆ somImport()

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

Definition at line 52 of file serialize.h.