Package ml.shifu.guagua.example.nn

Class NNUtils

java.lang.Object

ml.shifu.guagua.example.nn.NNUtils

public final class NNUtils
extends Object

Helper class for NN distributed training.

Method Summary

Modifier and Type	Method	Description
static org.encog.neural.networks.BasicNetwork	generateNetwork(int in, int hidden, int out)	Generate basic NN network object
static void	randomize(int seed, double[] weights)
static int	sign(double value)	Determine the sign of the value.

Methods inherited from class java.lang.Object

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

Method Detail

generateNetwork

public static org.encog.neural.networks.BasicNetwork generateNetwork(int in,
                                                                     int hidden,
                                                                     int out)

Generate basic NN network object

sign

public static int sign(double value)

Determine the sign of the value.

Parameters:

value - The value to check.

Returns:

-1 if less than zero, 1 if greater, or 0 if zero.

randomize

public static void randomize(int seed,
                             double[] weights)