Package engine.neural.initializers

Class RandomNormal

java.lang.Object

engine.neural.initializers.RandomNormal

All Implemented Interfaces:

Initializer, Reconstructible

public class RandomNormal
extends Object
implements Initializer

Field Summary

Fields

Modifier and Type	Field	Description
private final float	mean
private final Random	rand
private final float	stdDev

Constructor Summary

Constructors

Constructor	Description
RandomNormal()
RandomNormal(float mean, float stdDev)

Method Summary

Modifier and Type	Method	Description
String	getClassInfo()	This interface is used to save objects as strings and to reconstruct them later
void	initialize(Matrix weights)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Details

rand

private final Random rand

mean

private final float mean

stdDev

private final float stdDev

Constructor Details

RandomNormal

public RandomNormal()

RandomNormal

public RandomNormal(float mean,
 float stdDev)

Method Details

initialize

public void initialize(Matrix weights)

Specified by:

initialize in interface Initializer

getClassInfo

public String getClassInfo()

Description copied from interface: Reconstructible

This interface is used to save objects as strings and to reconstruct them later

Specified by:

getClassInfo in interface Reconstructible

Returns:

a String in the utilizing getClass().getName() and then all following variables should be formatted with a new line before the raw value. Example: "return this.getClass().getName() + "\n" + this.param1 + "\n" + this.param2;"