Package com.aidenfavish.javaNeuralNetwork.Loss

Class ActivationSoftMaxCCE

java.lang.Object

com.aidenfavish.javaNeuralNetwork.Loss.ActivationSoftMaxCCE

All Implemented Interfaces:

LayerPass

public class ActivationSoftMaxCCE
extends Object
implements LayerPass

Field Summary

Fields

Modifier and Type	Field	Description
CategoricalCrossEntropyLoss	loss

Constructor Summary

Constructors

Constructor	Description
ActivationSoftMaxCCE()

Method Summary

Modifier and Type	Method	Description
void	backward(Matrix2D dvalues)
void	backward(Matrix2D dvalues, int[] yTrue)
float	calculate(int[] yTrue)
void	forward(Matrix2D inputs)
float	forward(Matrix2D inputs, int[] yTrue)
Matrix2D	getDInputs()
org.json.simple.JSONObject	getJSON()
Matrix2D	getOutput()
String	toString()

Methods inherited from class java.lang.Object

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

Field Details

loss

public CategoricalCrossEntropyLoss loss

Constructor Details

ActivationSoftMaxCCE

public ActivationSoftMaxCCE()

Method Details

forward

public float forward(Matrix2D inputs,
 int[] yTrue)

forward

public void forward(Matrix2D inputs)

Specified by:

forward in interface LayerPass

backward

public void backward(Matrix2D dvalues)

Specified by:

backward in interface LayerPass

calculate

public float calculate(int[] yTrue)

backward

public void backward(Matrix2D dvalues,
 int[] yTrue)

getOutput

public Matrix2D getOutput()

Specified by:

getOutput in interface LayerPass

getDInputs

public Matrix2D getDInputs()

Specified by:

getDInputs in interface LayerPass

getJSON

public org.json.simple.JSONObject getJSON()

Specified by:

getJSON in interface LayerPass

toString

public String toString()

Overrides:

toString in class Object