hex.genmodel.algos.deeplearning

Class ActivationUtils

java.lang.Object

hex.genmodel.algos.deeplearning.ActivationUtils

public class ActivationUtils
extends java.lang.Object

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	ActivationUtils.ActivationFunctions
static class	ActivationUtils.ExpRectifierDropoutOut
static class	ActivationUtils.ExpRectifierOut
static class	ActivationUtils.LinearOut
static class	ActivationUtils.MaxoutDropoutOut
static class	ActivationUtils.MaxoutOut
static class	ActivationUtils.RectifierDropoutOut
static class	ActivationUtils.RectifierOut
static class	ActivationUtils.SoftmaxOut
static class	ActivationUtils.TanhDropoutOut
static class	ActivationUtils.TanhOut

Constructor Summary

Constructors

Constructor and Description
ActivationUtils()

Method Summary

Modifier and Type	Method and Description
static double[]	applyDropout(double[] input, double drop_out_ratio, int nodeSize)
static double	maxArray(double[] input)

Methods inherited from class java.lang.Object

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

Constructor Detail

ActivationUtils

public ActivationUtils()

Method Detail

maxArray

public static double maxArray(double[] input)

applyDropout

public static double[] applyDropout(double[] input,
                                    double drop_out_ratio,
                                    int nodeSize)