public override void ConnectTo(ILayerSender sender)
{
foreach (var(perceptronReceiver, perceptronSender) in Receivers.ZipIteration(sender.Senders))
{
perceptronReceiver.ConnectTo(perceptronSender);
}
}
public Layer GetLayer(ILayerSender sendersLayer)
{
List <IDataSender> senders = sendersLayer.Senders.ToList();
Layer l = new Layer(perceptrons.Select(x => x.GetPerceptron(senders)).ToList());
l.Sender = sendersLayer;
return(l);
}
/// <summary>
/// instancie un nouveau Network a partir de layer existant
/// </summary>
/// <param name="input"></param>
/// <param name="hiddens"></param>
/// <param name="output"></param>
/// <param name="layerStart"></param>
public Network(Layer input, List <Layer> hiddens, Layer output, ILayerSender layerStart)
{
starts = layerStart;
this.input = input;
this.output = output;
this.hiddens = hiddens;
ReverseHiddens = hiddens.AsEnumerable().Reverse().ToList();
}
/// <summary>
/// instantie un nouveau network a l'aide de ses dimension ainsi que du layer qui le précéde
/// </summary>
/// <param name="nbDataInput"></param>
/// <param name="nbDataOutput"></param>
/// <param name="nbHiddenLayer"></param>
/// <param name="layerStart"></param>
/// <param name="isLast"></param>
public Network(int nbDataInput, int nbDataOutput, int nbHiddenLayer, ILayerSender layerStart, bool isLast = true)
{
input = new Layer(nbDataInput, newPerceptronLayer);
output = new Layer(nbDataOutput, isLast ? newPerceptronFinal : newPerceptronLayer);
starts = layerStart;
GenerateHiddenLayers(nbDataInput, nbDataOutput, nbHiddenLayer);
GenerateConnexion();
ReverseHiddens = hiddens.AsEnumerable().Reverse().ToList();
}
public virtual void ConnectTo(ILayerSender sender)
{
Sender = sender;
if (Sender == null)
{
return;
}
foreach (var perceptronReceiver in Receivers)
{
foreach (var perceptronSender in sender.Senders)
{
perceptronReceiver.ConnectTo(perceptronSender);
}
}
}
public Network GetNetwork(ILayerSender layerPre)
{
Layer inputLayer = input.GetLayer(layerPre);
List <Layer> hiddensLayer = new List <Layer>();
Layer current = inputLayer;
foreach (var hidden in hiddens)
{
current = hidden.GetLayer(current);
hiddensLayer.Add(current);
}
Layer outputLayer = output.GetLayer(current);
return(new Network(inputLayer, hiddensLayer, outputLayer, layerPre));
}
