hex.deeplearning

Class Dropout

java.lang.Object

hex.deeplearning.Dropout

public class Dropout
extends java.lang.Object

Helper class for dropout training of Neural Nets

Constructor Summary

Constructors

Constructor and Description
Dropout()

Method Summary

Methods

Modifier and Type	Method and Description
byte[]	bits()
void	fillBytes(long seed)
void	randomlySparsifyActivation(Neurons.DenseVector a, long seed)
void	randomlySparsifyActivation(Neurons.SparseVector a, long seed)
double	rate()
java.lang.String	toString()
boolean	unit_active(int o)

Methods inherited from class java.lang.Object

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

Constructor Detail

Dropout

public Dropout()

Method Detail

rate

public double rate()

bits

public byte[] bits()

toString

public java.lang.String toString()

Overrides:

toString in class java.lang.Object

randomlySparsifyActivation

public void randomlySparsifyActivation(Neurons.DenseVector a,
                              long seed)

randomlySparsifyActivation

public void randomlySparsifyActivation(Neurons.SparseVector a,
                              long seed)

fillBytes

public void fillBytes(long seed)

unit_active

public boolean unit_active(int o)