C# Class Encog.Engine.Network.Train.Prop.TrainFlatNetworkManhattan

Train the flat network using Manhattan update rule.

Inheritance: TrainFlatNetworkProp

Show file Open project: encog/encog-silverlight-core Class Usage Examples

Public Methods

Method	Description
TrainFlatNetworkManhattan ( FlatNetwork network, IEngineDataSet training, double learningRate ) : Encog.Engine.Data	Construct a trainer for flat networks to use the Manhattan update rule.
UpdateWeight ( double gradients, double lastGradient, int index ) : double	Calculate the amount to change the weight by.

Method Details

TrainFlatNetworkManhattan() public method

Construct a trainer for flat networks to use the Manhattan update rule.

public TrainFlatNetworkManhattan ( FlatNetwork network, IEngineDataSet training, double learningRate ) : Encog.Engine.Data
network	Encog.Engine.Network.Flat.FlatNetwork	The network to train.
training	IEngineDataSet	The training data to use.
learningRate	double	The learning rate to use.
return	Encog.Engine.Data

UpdateWeight() public method

Calculate the amount to change the weight by.

public UpdateWeight ( double gradients, double lastGradient, int index ) : double
gradients	double	The gradients.
lastGradient	double	The last gradients.
index	int	The index to update.
return	double