// Constructors //
public NeuralNetworkFactory(string Name, DataSet Data, Predicate Where)
{
this._HiddenLayers = new List<NN_Layer>();
this._Links = new NodeLinkMaster();
this.DefaultRule = "irprop+";
this.DefaultActivator = ScalarFunctionFactory.Select("BinarySigmoid");
this.DefaultReduction = new NodeReductionLinear();
this._SourceData = Data;
this._Where = Where;
this._name = Name;
}
// Constructor //
public NeuralNetwork(string Name, NodeLinkMaster Links, NodeSet Nodes, ResponseNodeSet Responses, NeuralRule Rule, Matrix Data)
{
// Set values //
this._Links = Links;
this._Nodes = Nodes;
this._Responses = Responses;
this._Rule = Rule;
this._Data = Data;
this._name = Name;
// Initialize //
this.Initialize();
}
internal static void LinkChildren(NodeLinkMaster Master, NN_Layer TopLayer, NN_Layer BottomLayer)
{
foreach (NeuralNode n in TopLayer._Nodes)
{
if (n.Affinity != NeuralNodeAffinity.Static)
n.LinkChildren(Master, BottomLayer._Nodes);
}
}