Serialized Form

Package me.yixqiao.jlearn.activations

Class me.yixqiao.jlearn.activations.Activation extends java.lang.Object implements Serializable

Class me.yixqiao.jlearn.activations.ElementwiseActivation extends Activation implements Serializable

Class me.yixqiao.jlearn.activations.LeakyReLU extends ElementwiseActivation implements Serializable

Serialized Fields

alpha

double alpha

Class me.yixqiao.jlearn.activations.Linear extends ElementwiseActivation implements Serializable

Class me.yixqiao.jlearn.activations.ReLU extends ElementwiseActivation implements Serializable

Class me.yixqiao.jlearn.activations.Sigmoid extends ElementwiseActivation implements Serializable

Class me.yixqiao.jlearn.activations.Softmax extends Activation implements Serializable

Package me.yixqiao.jlearn.exceptions

Class me.yixqiao.jlearn.exceptions.MatrixMathException extends java.lang.RuntimeException implements Serializable

Class me.yixqiao.jlearn.exceptions.NeuralNetworkException extends java.lang.RuntimeException implements Serializable

Package me.yixqiao.jlearn.layers

Class me.yixqiao.jlearn.layers.Dense extends Layer implements Serializable

Serialized Fields

activation

Activation activation

biases

Matrix biases

Biases.

bOptimizer

Optimizer bOptimizer

init

Initializer init

inputNeurons

Matrix inputNeurons

inSize

int inSize

outputNeurons

Matrix outputNeurons

outSize

int outSize

prevActivation

Activation prevActivation

weights

Matrix weights

Weights.

wOptimizer

Optimizer wOptimizer

Class me.yixqiao.jlearn.layers.InputLayer extends Layer implements Serializable

Serialized Fields

size

int size

Class me.yixqiao.jlearn.layers.Layer extends java.lang.Object implements Serializable

Package me.yixqiao.jlearn.losses

Class me.yixqiao.jlearn.losses.CrossEntropy extends Loss implements Serializable

Class me.yixqiao.jlearn.losses.Loss extends Metric implements Serializable

Class me.yixqiao.jlearn.losses.MeanSquaredError extends Loss implements Serializable

Package me.yixqiao.jlearn.matrix

Class me.yixqiao.jlearn.matrix.Matrix extends java.lang.Object implements Serializable

Serialized Fields

cols

int cols

Column count.

mat

double[][] mat

Contains the matrix itself.

rows

int rows

Row count.

Package me.yixqiao.jlearn.metrics

Class me.yixqiao.jlearn.metrics.Accuracy extends Metric implements Serializable

Serialized Fields

formatPercent

boolean formatPercent

Class me.yixqiao.jlearn.metrics.Metric extends java.lang.Object implements Serializable

Package me.yixqiao.jlearn.models

Class me.yixqiao.jlearn.models.Model extends java.lang.Object implements Serializable

Serialized Fields

layerCount

int layerCount

Number of layers (including input).

layers

java.util.ArrayList<Layer> layers

Layers.

loss

Loss loss

Loss function for model.