OpenANN::CompressionMatrixFactory Class Reference

Creates several types of matrices for compression. More...

#include <CompressionMatrixFactory.h>

Public Types
enum	Transformation {   DCT, GAUSSIAN, SPARSE_RANDOM, AVERAGE,   EDGE }

Public Member Functions
	CompressionMatrixFactory ()
	CompressionMatrixFactory (int inputDim, int paramDim, Transformation transformation=DCT)
void	createCompressionMatrix (Eigen::MatrixXd &cm)

Public Attributes
bool	compress
enum OpenANN::CompressionMatrixFactory::Transformation	transformation
int	inputDim
int	paramDim

Detailed Description

Creates several types of matrices for compression.

A compression matrix can either be used to compress a data vector or the parameters of a Learner.

Member Enumeration Documentation

enum OpenANN::CompressionMatrixFactory::Transformation

Enumerator
DCT
GAUSSIAN
SPARSE_RANDOM
AVERAGE
EDGE

Constructor & Destructor Documentation

OpenANN::CompressionMatrixFactory::CompressionMatrixFactory

(

)

OpenANN::CompressionMatrixFactory::CompressionMatrixFactory	(	int	inputDim,
		int	paramDim,
		Transformation	transformation = DCT
	)

Member Function Documentation

void OpenANN::CompressionMatrixFactory::createCompressionMatrix

(

Eigen::MatrixXd &

cm)

Member Data Documentation

bool OpenANN::CompressionMatrixFactory::compress

int OpenANN::CompressionMatrixFactory::inputDim

int OpenANN::CompressionMatrixFactory::paramDim

enum OpenANN::CompressionMatrixFactory::Transformation OpenANN::CompressionMatrixFactory::transformation

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

• OpenANN/CompressionMatrixFactory.h