/// <summary>
/// The deep copy constructor
/// </summary>
/// <param name="source">Source instance</param>
public FeedForwardNetworkSettings(FeedForwardNetworkSettings source)
{
OutputLayerActivation = null;
OutputRange = null;
if (source.OutputLayerActivation != null)
{
OutputLayerActivation = ActivationFactory.DeepCloneActivationSettings(source.OutputLayerActivation);
OutputRange = source.OutputRange.DeepClone();
}
RegressionMethod = source.RegressionMethod;
HiddenLayerCollection = new List <HiddenLayerSettings>(source.HiddenLayerCollection.Count);
foreach (HiddenLayerSettings shls in source.HiddenLayerCollection)
{
HiddenLayerCollection.Add(shls.DeepClone());
}
LinRegrTrainerCfg = null;
RPropTrainerCfg = null;
if (source.LinRegrTrainerCfg != null)
{
LinRegrTrainerCfg = source.LinRegrTrainerCfg.DeepClone();
}
if (source.RPropTrainerCfg != null)
{
RPropTrainerCfg = source.RPropTrainerCfg.DeepClone();
}
return;
}
//Constructors
/// <summary>
/// Creates an initialized instance
/// </summary>
/// <param name="numOfNeurons">Number of hidden layer neurons</param>
/// <param name="activationCfg">Layer activation configuration</param>
public HiddenLayerSettings(int numOfNeurons, RCNetBaseSettings activationCfg)
{
NumOfNeurons = numOfNeurons;
ActivationCfg = ActivationFactory.DeepCloneActivationSettings(activationCfg);
Check();
return;
}
/// <summary>
/// The deep copy constructor
/// </summary>
/// <param name="source">Source instance</param>
public FeedForwardNetworkSettings(FeedForwardNetworkSettings source)
{
OutputActivationCfg = ActivationFactory.DeepCloneActivationSettings(source.OutputActivationCfg);
OutputRange = source.OutputRange.DeepClone();
HiddenLayersCfg = (HiddenLayersSettings)source.HiddenLayersCfg.DeepClone();
TrainerCfg = source.TrainerCfg.DeepClone();
return;
}
/// <summary>
/// Copy constructor
/// </summary>
/// <param name="source">Source instance</param>
public HiddenLayerSettings(HiddenLayerSettings source)
{
NumOfNeurons = source.NumOfNeurons;
Activation = null;
if (source.Activation != null)
{
Activation = ActivationFactory.DeepCloneActivationSettings(source.Activation);
}
return;
}
/// <summary>
/// The deep copy constructor
/// </summary>
/// <param name="source">Source instance</param>
public NeuronGroupSettings(NeuronGroupSettings source)
{
Name = source.Name;
Role = source.Role;
RelativeShare = source.RelativeShare;
AugmentedStates = source.AugmentedStates;
Count = source.Count;
ActivationCfg = ActivationFactory.DeepCloneActivationSettings(source.ActivationCfg);
BiasCfg = source.BiasCfg.DeepClone();
return;
}
//Constructors
/// <summary>
/// Creates an initialized instance
/// </summary>
/// <param name="outputActivationCfg">Output layer activation configuration</param>
/// <param name="hiddenLayersCfg">Hidden layers configuration. Hidden layers are optional.</param>
/// <param name="trainerCfg">Configuration of associated trainer</param>
public FeedForwardNetworkSettings(RCNetBaseSettings outputActivationCfg,
HiddenLayersSettings hiddenLayersCfg,
RCNetBaseSettings trainerCfg
)
{
OutputActivationCfg = ActivationFactory.DeepCloneActivationSettings(outputActivationCfg);
OutputRange = ActivationFactory.GetInfo(OutputActivationCfg, out _, out _);
HiddenLayersCfg = hiddenLayersCfg == null ? new HiddenLayersSettings() : (HiddenLayersSettings)hiddenLayersCfg.DeepClone();
TrainerCfg = trainerCfg.DeepClone();
Check();
return;
}
//Constructors
/// <summary>
/// The deep copy constructor
/// </summary>
/// <param name="source">Source instance</param>
public NeuronGroupSettings(NeuronGroupSettings source)
{
Name = source.Name;
Role = source.Role;
RelativeShare = source.RelativeShare;
ReadoutNeuronsDensity = source.ReadoutNeuronsDensity;
Count = source.Count;
ActivationType = source.ActivationType;
ActivationCfg = ActivationFactory.DeepCloneActivationSettings(source.ActivationCfg);
SignalingRestriction = source.SignalingRestriction;
BiasCfg = source.BiasCfg?.DeepClone();
AnalogFiringThreshold = source.AnalogFiringThreshold;
RetainmentNeuronsDensity = source.RetainmentNeuronsDensity;
RetainmentStrengthCfg = source.RetainmentStrengthCfg?.DeepClone();
PredictorsCfg = source.PredictorsCfg?.DeepClone();
return;
}
/// <summary>
/// Copy constructor
/// </summary>
/// <param name="source">Source instance</param>
public HiddenLayerSettings(HiddenLayerSettings source)
{
NumOfNeurons = source.NumOfNeurons;
ActivationCfg = ActivationFactory.DeepCloneActivationSettings(source.ActivationCfg);
return;
}