shark::BarsAndStripes Class Reference

Generates the Bars-And-Stripes problem. In this problem, a 4x4 image has either rows or columns of the same value. More...

#include <shark/Unsupervised/RBM/Problems/BarsAndStripes.h>

Public Member Functions
	BarsAndStripes (std::size_t batchSize=32, bool bipolar=false)
UnlabeledData< RealVector >	data () const
	Returns all input pattern of the BarsAndStripes problem.
std::size_t	inputDimension () const
	returns the dimensionality of the data

Detailed Description

Generates the Bars-And-Stripes problem. In this problem, a 4x4 image has either rows or columns of the same value.

Definition at line 36 of file BarsAndStripes.h.

Constructor & Destructor Documentation

BarsAndStripes()

shark::BarsAndStripes::BarsAndStripes ( std::size_t  batchSize = 32, bool  bipolar = false  )

inline

Definition at line 40 of file BarsAndStripes.h.

References shark::batchSize(), shark::createDataFromRange(), and data().

Member Function Documentation

data()

UnlabeledData< RealVector > shark::BarsAndStripes::data ( ) const

inline

Returns all input pattern of the BarsAndStripes problem.

Definition at line 61 of file BarsAndStripes.h.

Referenced by BarsAndStripes(), and main().

inputDimension()

std::size_t shark::BarsAndStripes::inputDimension ( ) const

inline

returns the dimensionality of the data

Definition at line 66 of file BarsAndStripes.h.

Referenced by main().

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

• include/shark/Unsupervised/RBM/Problems/BarsAndStripes.h