C# Class numl.Supervised.NeuralNetwork.Recurrent.GatedRecurrentGenerator

A Gated Recurrent Unit neural network generator.

Inheritance: Generator, ISequenceGenerator

Public Methods

Method	Description
GatedRecurrentGenerator ( ) : System	Initializes a new instance of a Gated Recurrent Network generator.
Generate ( Matrix X, Vector y ) : IModel	Generates a GRU neural network from the training set.
Generate ( Matrix X, Matrix Y ) : ISequenceModel	Generates a GRU neural network model for predicting sequences.

Initializes a new instance of a Gated Recurrent Network generator.

public GatedRecurrentGenerator ( ) : System
return	System

Generates a GRU neural network from the training set.

public Generate ( Matrix X, Vector y ) : IModel
X	Matrix	The Matrix of example data.
y	numl.Math.LinearAlgebra.Vector	The vector of example labels.
return	IModel

Generates a GRU neural network model for predicting sequences.

public Generate ( Matrix X, Matrix Y ) : ISequenceModel
X	Matrix	Matrix of training data.
Y	Matrix	Matrix of matching sequence labels.
return	ISequenceModel