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• DeepBeliefNetwork

C# 클래스 Accord.Neuro.Networks.DeepBeliefNetwork

파일 보기 프로젝트 열기: accord-net/framework 1 사용 예제들

공개 메소드들

메소드	설명
Compute ( double input ) : double[]	Computes the network's outputs for a given input.
Compute ( double input, int layerIndex ) : double[]	Computes the network's outputs for a given input.
CreateGaussianBernoulli ( int inputsCount ) : DeepBeliefNetwork	Creates a Gaussian-Bernoulli network.
CreateMixedNetwork ( IStochasticFunction visible, IStochasticFunction hidden, int inputsCount ) : DeepBeliefNetwork	Creates a Mixed-Bernoulli network.
DeepBeliefNetwork ( IStochasticFunction function, int inputsCount ) : System	Creates a new DeepBeliefNetwork.
DeepBeliefNetwork ( int inputsCount ) : System	Creates a new DeepBeliefNetwork.
GenerateInput ( double output ) : double[]	Samples an input vector from the network given an output vector.
GenerateOutput ( double input ) : double[]	Samples an output vector from the network given an input vector.
GenerateOutput ( double input, int layerIndex ) : double[]	Samples an output vector from the network given an input vector.
Load ( Stream stream ) : DeepBeliefNetwork	Loads a network from a stream.
Load ( string path ) : DeepBeliefNetwork	Loads a network from a file.
Pop ( ) : void	Removes the last layer from the network.
Push ( RestrictedBoltzmannMachine network ) : void	Stacks a new Boltzmann Machine at the end of this network.
Push ( int neurons ) : void	Inserts a new layer at the end of this network.
Push ( int neurons, IStochasticFunction function ) : void	Inserts a new layer at the end of this network.
Push ( int neurons, IStochasticFunction visibleFunction, IStochasticFunction hiddenFunction ) : void	Inserts a new layer at the end of this network.
Reconstruct ( double output ) : double[]	Reconstructs a input vector for a given output.
Reconstruct ( double output, int layerIndex ) : double[]	Reconstructs a input vector using the output vector of a given layer.
Save ( Stream stream ) : void	Saves the network to a stream.
Save ( string path ) : void	Saves the network to a stream.
UpdateVisibleWeights ( ) : void	Updates the weights of the visible layers by copying the reverse of the weights in the hidden layers.

메소드 상세