org.deeplearning4j.nn

Class RectifiedLinearHiddenLayer.Builder

java.lang.Object

org.deeplearning4j.nn.RectifiedLinearHiddenLayer.Builder

Enclosing class:

RectifiedLinearHiddenLayer

public static class RectifiedLinearHiddenLayer.Builder
extends Object

Field Summary

Fields

Modifier and Type	Field and Description
protected ActivationFunction	activationFunction
protected org.jblas.DoubleMatrix	b
protected org.apache.commons.math3.distribution.RealDistribution	dist
protected org.jblas.DoubleMatrix	input
protected int	nIn
protected int	nOut
protected org.apache.commons.math3.random.RandomGenerator	rng
protected org.jblas.DoubleMatrix	W

Constructor Summary

Constructors

Constructor and Description
RectifiedLinearHiddenLayer.Builder()

Method Summary

Methods

Modifier and Type	Method and Description
RectifiedLinearHiddenLayer	build()
RectifiedLinearHiddenLayer.Builder	dist(org.apache.commons.math3.distribution.RealDistribution dist)
RectifiedLinearHiddenLayer.Builder	nIn(int nIn)
RectifiedLinearHiddenLayer.Builder	nOut(int nOut)
RectifiedLinearHiddenLayer.Builder	withActivation(ActivationFunction function)
RectifiedLinearHiddenLayer.Builder	withBias(org.jblas.DoubleMatrix b)
RectifiedLinearHiddenLayer.Builder	withInput(org.jblas.DoubleMatrix input)
RectifiedLinearHiddenLayer.Builder	withRng(org.apache.commons.math3.random.RandomGenerator gen)
RectifiedLinearHiddenLayer.Builder	withWeights(org.jblas.DoubleMatrix W)

Methods inherited from class java.lang.Object

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

Field Detail

nIn

protected int nIn

nOut

protected int nOut

W

protected org.jblas.DoubleMatrix W

b

protected org.jblas.DoubleMatrix b

rng

protected org.apache.commons.math3.random.RandomGenerator rng

input

protected org.jblas.DoubleMatrix input

activationFunction

protected ActivationFunction activationFunction

dist

protected org.apache.commons.math3.distribution.RealDistribution dist

Constructor Detail

RectifiedLinearHiddenLayer.Builder

public RectifiedLinearHiddenLayer.Builder()

Method Detail

dist

public RectifiedLinearHiddenLayer.Builder dist(org.apache.commons.math3.distribution.RealDistribution dist)

nIn

public RectifiedLinearHiddenLayer.Builder nIn(int nIn)

nOut

public RectifiedLinearHiddenLayer.Builder nOut(int nOut)

withWeights

public RectifiedLinearHiddenLayer.Builder withWeights(org.jblas.DoubleMatrix W)

withRng

public RectifiedLinearHiddenLayer.Builder withRng(org.apache.commons.math3.random.RandomGenerator gen)

withActivation

public RectifiedLinearHiddenLayer.Builder withActivation(ActivationFunction function)

withBias

public RectifiedLinearHiddenLayer.Builder withBias(org.jblas.DoubleMatrix b)

withInput

public RectifiedLinearHiddenLayer.Builder withInput(org.jblas.DoubleMatrix input)

build

public RectifiedLinearHiddenLayer build()