org.apache.sysds.runtime.matrix.data

Class RandomMatrixGenerator

java.lang.Object

org.apache.sysds.runtime.matrix.data.RandomMatrixGenerator

public class RandomMatrixGenerator
extends Object

Constructor Summary

Constructors

Constructor and Description
RandomMatrixGenerator()
RandomMatrixGenerator(org.apache.sysds.runtime.matrix.data.RandomMatrixGenerator.PDF pdf, int r, int c, int blen, double sp) Instantiates a Random number generator
RandomMatrixGenerator(org.apache.sysds.runtime.matrix.data.RandomMatrixGenerator.PDF pdf, int r, int c, int blen, double sp, double min, double max) Instantiates a Random number generator
RandomMatrixGenerator(org.apache.sysds.runtime.matrix.data.RandomMatrixGenerator.PDF pdf, int r, int c, int blen, double sp, double min, double max, double mean) Instantiates a Random number generator with a specific poisson mean
RandomMatrixGenerator(String pdfStr, int r, int c, int blen, double sp, double min, double max) Instantiates a Random number generator

Method Summary

Modifier and Type	Method and Description
void	init(org.apache.sysds.runtime.matrix.data.RandomMatrixGenerator.PDF pdf, int r, int c, int blen, double sp, double min, double max) Initializes internal data structures.
void	init(org.apache.sysds.runtime.matrix.data.RandomMatrixGenerator.PDF pdf, int r, int c, int blen, double sp, double min, double max, double mean) Instantiates a Random number generator with a specific poisson mean
String	toString()

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

RandomMatrixGenerator

public RandomMatrixGenerator()

RandomMatrixGenerator

public RandomMatrixGenerator(org.apache.sysds.runtime.matrix.data.RandomMatrixGenerator.PDF pdf,
                             int r,
                             int c,
                             int blen,
                             double sp)

Instantiates a Random number generator

Parameters:

pdf - probability density function

r - number of rows

c - number of columns

blen - rows/cols per block

sp - sparsity (0 = completely sparse, 1 = completely dense)

RandomMatrixGenerator

public RandomMatrixGenerator(String pdfStr,
                             int r,
                             int c,
                             int blen,
                             double sp,
                             double min,
                             double max)

Instantiates a Random number generator

Parameters:

pdfStr - probability density function

r - number of rows

c - number of columns

blen - rows/cols per block

sp - sparsity (0 = completely sparse, 1 = completely dense)

min - minimum of range of random numbers

max - maximum of range of random numbers

RandomMatrixGenerator

public RandomMatrixGenerator(org.apache.sysds.runtime.matrix.data.RandomMatrixGenerator.PDF pdf,
                             int r,
                             int c,
                             int blen,
                             double sp,
                             double min,
                             double max)

Instantiates a Random number generator

Parameters:

pdf - probability density function

r - number of rows

c - number of columns

blen - rows/cols per block

sp - sparsity (0 = completely sparse, 1 = completely dense)

min - minimum of range of random numbers

max - maximum of range of random numbers

RandomMatrixGenerator

public RandomMatrixGenerator(org.apache.sysds.runtime.matrix.data.RandomMatrixGenerator.PDF pdf,
                             int r,
                             int c,
                             int blen,
                             double sp,
                             double min,
                             double max,
                             double mean)

Instantiates a Random number generator with a specific poisson mean

Parameters:

pdf - probability density function

r - number of rows

c - number of columns

blen - rows/cols per block

sp - sparsity (0 = completely sparse, 1 = completely dense)

min - minimum of range of random numbers

max - maximum of range of random numbers

mean - the poisson mean

Method Detail

init

public void init(org.apache.sysds.runtime.matrix.data.RandomMatrixGenerator.PDF pdf,
                 int r,
                 int c,
                 int blen,
                 double sp,
                 double min,
                 double max)

Initializes internal data structures. Called by Constructor

Parameters:

pdf - probability density function

r - number of rows

c - number of columns

blen - rows/cols per block

sp - sparsity (0 = completely sparse, 1 = completely dense)

min - minimum of range of random numbers

max - maximum of range of random numbers

init

public void init(org.apache.sysds.runtime.matrix.data.RandomMatrixGenerator.PDF pdf,
                 int r,
                 int c,
                 int blen,
                 double sp,
                 double min,
                 double max,
                 double mean)

Instantiates a Random number generator with a specific poisson mean

Parameters:

pdf - probability density function

r - number of rows

c - number of columns

blen - rows/cols per block

sp - sparsity (0 = completely sparse, 1 = completely dense)

min - minimum of range of random numbers

max - maximum of range of random numbers

mean - the poisson mean

toString

public String toString()

Overrides:

toString in class Object