#include <SOM.h>

Collaboration diagram for Euclid::SOM::SOM< DistFunc >:

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Public Types
using	GridCellManager = GridContainer::GridCellManagerVectorOfVectors<double>
using	CellGridType = GridContainer::GridContainer<GridCellManager, std::size_t, std::size_t>
using	iterator = typename CellGridType::iterator
using	const_iterator = typename CellGridType::const_iterator
using	reference_type = typename CellGridType::reference_type

Public Member Functions
	SOM (std::size_t nd, std::size_t x, std::size_t y, InitFunc::Signature init_func=InitFunc::zero)
	SOM (SOM< DistFunc > &&)=default
SOM &	operator= (SOM< DistFunc > &&)=default
virtual	~SOM ()=default
	Destructor.
reference_type	operator() (std::size_t x, std::size_t y)
const reference_type	operator() (std::size_t x, std::size_t y) const
const std::pair< std::size_t, std::size_t > &	getSize () const
std::size_t	getDimensions () const
iterator	begin ()
iterator	end ()
const_iterator	begin () const
const_iterator	end () const
const_iterator	cbegin ()
const_iterator	cend ()
std::tuple< std::size_t, std::size_t, double >	findBMU (const std::vector< double > &input) const
std::tuple< std::size_t, std::size_t, double >	findBMU (const std::vector< double > &input, const std::vector< double > &uncertainties) const
template<typename InputType, typename WeightFunc>
std::tuple< std::size_t, std::size_t, double >	findBMU (const InputType &input, WeightFunc weight_func) const
template<typename InputType, typename WeightFunc, typename UncertaintyFunc>
std::tuple< std::size_t, std::size_t, double >	findBMU (const InputType &input, WeightFunc weight_func, UncertaintyFunc uncertainty_func) const

Private Attributes
std::size_t	m_dimensions
CellGridType	m_cells
std::pair< std::size_t, std::size_t >	m_size

Detailed Description

template<typename DistFunc = Distance::L2>
class Euclid::SOM::SOM< DistFunc >

Definition at line 47 of file SOM.h.

Member Typedef Documentation

◆ CellGridType

template<typename DistFunc = Distance::L2>

using Euclid::SOM::SOM< DistFunc >::CellGridType = GridContainer::GridContainer<GridCellManager, std::size_t, std::size_t>

Definition at line 54 of file SOM.h.

◆ const_iterator

template<typename DistFunc = Distance::L2>

using Euclid::SOM::SOM< DistFunc >::const_iterator = typename CellGridType::const_iterator

Definition at line 56 of file SOM.h.

◆ GridCellManager

template<typename DistFunc = Distance::L2>

using Euclid::SOM::SOM< DistFunc >::GridCellManager = GridContainer::GridCellManagerVectorOfVectors<double>

Definition at line 53 of file SOM.h.

◆ iterator

template<typename DistFunc = Distance::L2>

using Euclid::SOM::SOM< DistFunc >::iterator = typename CellGridType::iterator

Definition at line 55 of file SOM.h.

◆ reference_type

template<typename DistFunc = Distance::L2>

using Euclid::SOM::SOM< DistFunc >::reference_type = typename CellGridType::reference_type

Definition at line 57 of file SOM.h.

Constructor & Destructor Documentation

◆ SOM() [1/2]

template<typename DistFunc>

Euclid::SOM::SOM< DistFunc >::SOM	(	std::size_t	nd,
		std::size_t	x,
		std::size_t	y,
		InitFunc::Signature	init_func = InitFunc::zero )

Definition at line 30 of file SOM.icpp.

References m_cells, m_dimensions, and m_size.

Referenced by operator=(), and SOM().

◆ SOM() [2/2]

template<typename DistFunc = Distance::L2>

Euclid::SOM::SOM< DistFunc >::SOM ( SOM< DistFunc > && )

default

References SOM().

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◆ ~SOM()

template<typename DistFunc = Distance::L2>

virtual Euclid::SOM::SOM< DistFunc >::~SOM ( )

virtualdefault

Destructor.

Member Function Documentation

◆ begin() [1/2]

template<typename DistFunc>

SOM< DistFunc >::iterator Euclid::SOM::SOM< DistFunc >::begin ( )

Definition at line 65 of file SOM.icpp.

References m_cells.

Referenced by findBMU(), and findBMU().

◆ begin() [2/2]

template<typename DistFunc>

SOM< DistFunc >::const_iterator Euclid::SOM::SOM< DistFunc >::begin ( ) const

Definition at line 75 of file SOM.icpp.

References m_cells.

◆ cbegin()

template<typename DistFunc>

SOM< DistFunc >::const_iterator Euclid::SOM::SOM< DistFunc >::cbegin ( )

Definition at line 85 of file SOM.icpp.

References m_cells.

◆ cend()

template<typename DistFunc>

SOM< DistFunc >::const_iterator Euclid::SOM::SOM< DistFunc >::cend ( )

Definition at line 90 of file SOM.icpp.

References m_cells.

◆ end() [1/2]

template<typename DistFunc>

SOM< DistFunc >::iterator Euclid::SOM::SOM< DistFunc >::end ( )

Definition at line 70 of file SOM.icpp.

References m_cells.

Referenced by findBMU(), and findBMU().

◆ end() [2/2]

template<typename DistFunc>

SOM< DistFunc >::const_iterator Euclid::SOM::SOM< DistFunc >::end ( ) const

Definition at line 80 of file SOM.icpp.

References m_cells.

◆ findBMU() [1/4]

template<typename DistFunc>

template<typename InputType, typename WeightFunc>

std::tuple< std::size_t, std::size_t, double > Euclid::SOM::SOM< DistFunc >::findBMU	(	const InputType &	input,
		WeightFunc	weight_func ) const

Definition at line 131 of file SOM.icpp.

References findBMU().

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◆ findBMU() [2/4]

template<typename DistFunc>

template<typename InputType, typename WeightFunc, typename UncertaintyFunc>

std::tuple< std::size_t, std::size_t, double > Euclid::SOM::SOM< DistFunc >::findBMU	(	const InputType &	input,
		WeightFunc	weight_func,
		UncertaintyFunc	uncertainty_func ) const

Definition at line 142 of file SOM.icpp.

References findBMU().

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◆ findBMU() [3/4]

template<typename DistFunc>

std::tuple< std::size_t, std::size_t, double > Euclid::SOM::SOM< DistFunc >::findBMU ( const std::vector< double > & input ) const

Definition at line 95 of file SOM.icpp.

References begin(), std::vector< T >::cbegin(), end(), m_dimensions, std::make_tuple(), std::numeric_limits::max(), and std::vector< T >::size().

Referenced by findBMU(), and findBMU().

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◆ findBMU() [4/4]

template<typename DistFunc>

std::tuple< std::size_t, std::size_t, double > Euclid::SOM::SOM< DistFunc >::findBMU	(	const std::vector< double > &	input,
		const std::vector< double > &	uncertainties ) const

Definition at line 112 of file SOM.icpp.

References begin(), std::vector< T >::cbegin(), end(), m_dimensions, std::make_tuple(), std::numeric_limits::max(), and std::vector< T >::size().

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◆ getDimensions()

template<typename DistFunc>

std::size_t Euclid::SOM::SOM< DistFunc >::getDimensions ( ) const

Definition at line 50 of file SOM.icpp.

References m_dimensions.

Referenced by boost::serialization::save_construct_data().

◆ getSize()

template<typename DistFunc>

const std::pair< std::size_t, std::size_t > & Euclid::SOM::SOM< DistFunc >::getSize ( ) const

Definition at line 45 of file SOM.icpp.

References m_size.

Referenced by boost::serialization::save_construct_data().

◆ operator()() [1/2]

template<typename DistFunc = Distance::L2>

reference_type Euclid::SOM::SOM< DistFunc >::operator()	(	std::size_t	x,
		std::size_t	y )

◆ operator()() [2/2]

template<typename DistFunc = Distance::L2>

const reference_type Euclid::SOM::SOM< DistFunc >::operator()	(	std::size_t	x,
		std::size_t	y ) const

◆ operator=()

template<typename DistFunc = Distance::L2>

SOM & Euclid::SOM::SOM< DistFunc >::operator= ( SOM< DistFunc > && )

default

References SOM().

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Member Data Documentation

◆ m_cells

template<typename DistFunc = Distance::L2>

CellGridType Euclid::SOM::SOM< DistFunc >::m_cells

private

Definition at line 103 of file SOM.h.

Referenced by begin(), begin(), cbegin(), cend(), end(), end(), and SOM().

◆ m_dimensions

template<typename DistFunc = Distance::L2>

std::size_t Euclid::SOM::SOM< DistFunc >::m_dimensions

private

Definition at line 102 of file SOM.h.

Referenced by findBMU(), findBMU(), getDimensions(), and SOM().

◆ m_size

template<typename DistFunc = Distance::L2>

std::pair<std::size_t, std::size_t> Euclid::SOM::SOM< DistFunc >::m_size

private

Definition at line 104 of file SOM.h.

Referenced by getSize(), and SOM().

The documentation for this class was generated from the following files:

SOM/SOM/SOM.h
SOM/SOM/_impl/SOM.icpp

Public Types

Public Member Functions

Private Attributes

Detailed Description

Member Typedef Documentation

◆ CellGridType

◆ const_iterator

◆ GridCellManager

◆ iterator

◆ reference_type

Constructor & Destructor Documentation

◆ SOM() [1/2]

◆ SOM() [2/2]

◆ ~SOM()

Member Function Documentation

◆ begin() [1/2]

◆ begin() [2/2]

◆ cbegin()

◆ cend()

◆ end() [1/2]

◆ end() [2/2]

◆ findBMU() [1/4]

◆ findBMU() [2/4]

◆ findBMU() [3/4]

◆ findBMU() [4/4]

◆ getDimensions()

◆ getSize()

◆ operator()() [1/2]

◆ operator()() [2/2]

◆ operator=()

Member Data Documentation

◆ m_cells

◆ m_dimensions

◆ m_size