Loss

java.lang.Object

com.aidenfavish.javaNeuralNetwork.Loss.Loss

Direct Known Subclasses:: CategoricalCrossEntropyLoss

public abstract class Loss extends Object

Constructor Summary

Constructors

Constructor

Description

Loss()
Method Summary

Modifier and Type

Method

Description

float

calculate(Matrix2D output, int[] y)

static Matrix2D

clip(Matrix2D x, float lower, float upper)

abstract float[]

forward(Matrix2D yPredict, int[] yTrue)

float

regularization_loss(LayerDense layer)

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details
- Loss
  
  public Loss()
Method Details
- regularization_loss
  
  public float regularization_loss(LayerDense layer)
- calculate
  
  public float calculate(Matrix2D output, int[] y)
- forward
  
  public abstract float[] forward(Matrix2D yPredict, int[] yTrue)
- clip
  
  public static Matrix2D clip(Matrix2D x, float lower, float upper)