Class FeedForwardNetworkFactory

java.lang.Object
deepnetts.automl.FeedForwardNetworkFactory
All Implemented Interfaces:
NetworkFactory<FeedForwardNetwork>
public class FeedForwardNetworkFactory extends Object implements NetworkFactory<FeedForwardNetwork>
Factory for FeedForwardNetwork. Creates a FeedForward neural network with specified settings. It is used by AutoML to create various network architectures.
See Also:

  • Constructor Details

    • FeedForwardNetworkFactory

      public FeedForwardNetworkFactory()

  • Method Details

    • createNeuralNetwork

      public FeedForwardNetwork createNeuralNetwork(Properties params)
      Description copied from interface: NetworkFactory
      Creates and returns a neural network of specified type
      Specified by:
      createNeuralNetwork in interface NetworkFactory<FeedForwardNetwork>
      Parameters:
      params - properties of a neural network to create
      Returns:
      neural network of specified type

    • setNumInputs

      public void setNumInputs(int numInputs)

    • setNumOutputs

      public void setNumOutputs(int numOutputs)

    • setLossType

      public void setLossType(LossType lossType)

    • setHiddenActivation

      public void setHiddenActivation(ActivationType hiddenActivation)

    • setOutputActivation

      public void setOutputActivation(ActivationType outputActivation)