Set Struct Reference

#include <DataSet.h>

Public Member Functions
	Set ()=default
	Set (size_t inputCount, size_t outputCount)
	Set (const char *fileName, size_t inputCount, size_t outputCount)
void	ReadFromFile (const char *fileName)
Set	GetBatch (int batchSize) const
void	NormalizeSetMean ()
void	NormalizeRowMean ()
void	NormalizeColMean ()
void	Normalize (NormalizerMethod method=NormalizerMethod::SET_MEAN)

Public Attributes
Matrix< double >	Input
	input data More...
Matrix< double >	Output
	expected output data More...
size_t	InputCount = 0
	number of input elements More...
size_t	OutputCount = 0
	number of output elements More...
size_t	count = 0
	number of input-output pairs More...

Detailed Description

Representation of

Examples

ds/TestKNN.cpp.

Constructor & Destructor Documentation

Set() [1/3]

Set::Set ( )

default

default constructor

Set() [2/3]

Set::Set ( size_t  inputCount, size_t  outputCount  )

inline

initialization constructor, just sets input and output dimensions

Parameters

inputCount	number input elements
outputCount	number output elements

Set() [3/3]

Set::Set ( const char *  fileName, size_t  inputCount, size_t  outputCount  )

inline

Constructor which immediately reads a given set file

Parameters

fileName	file name to read from
inputCount	number input elements
outputCount	number output elements

Member Function Documentation

GetBatch()

Set Set::GetBatch ( int  batchSize ) const

inline

Generates batch of given size based on inputs and outputs

Parameters

batchSize

number elements per batch

Returns

Normalize()

void Set::Normalize ( NormalizerMethod  method = NormalizerMethod::SET_MEAN )

inline

helper to normalize set based on NormalizerMethod

Parameters

method

representation of normalization method

NormalizeColMean()

void Set::NormalizeColMean ( )

inline

Normalizes set by computing mean over columns

NormalizeRowMean()

void Set::NormalizeRowMean ( )

inline

Normalizes set by computing mean over rows

NormalizeSetMean()

void Set::NormalizeSetMean ( )

inline

Normalizes set by computing mean over all elements

ReadFromFile()

void Set::ReadFromFile ( const char *  fileName )

inline

reads content from file

File needs to have tab separated records

Parameters

fileName

Member Data Documentation

count

size_t Set::count = 0

number of input-output pairs

Input

Matrix<double> Set::Input

input data

Examples

ds/TestKNN.cpp.

InputCount

size_t Set::InputCount = 0

number of input elements

Output

Matrix<double> Set::Output

expected output data

Examples

ds/TestKNN.cpp.

OutputCount

size_t Set::OutputCount = 0

number of output elements

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The documentation for this struct was generated from the following file:

• include/math/ds/DataSet.h