smile.base.mlp

Class LayerBuilder

java.lang.Object

smile.base.mlp.LayerBuilder

Direct Known Subclasses:

HiddenLayerBuilder, OutputLayerBuilder

public abstract class LayerBuilder
extends java.lang.Object

The builder of layers.

Field Summary

Fields

Modifier and Type	Field and Description
protected int	n The number of neurons.

Constructor Summary

Constructors

Constructor and Description
LayerBuilder(int n) Constructor.

Method Summary

Modifier and Type	Method and Description
abstract Layer	build(int p) Creates a hidden layer.
int	neurons() Returns the number of neurons.

Methods inherited from class java.lang.Object

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

Field Detail

n

protected int n

The number of neurons.

Constructor Detail

LayerBuilder

public LayerBuilder(int n)

Constructor.

Parameters:

n - the number of neurons.

Method Detail

neurons

public int neurons()

Returns the number of neurons.

build

public abstract Layer build(int p)

Creates a hidden layer.

Parameters:

p - the number of input variables (not including bias value).