public void SetupNetwork(NeuralNetworkType type)
{
NetworkType = type;
if (type == NeuralNetworkType.BackPropagating)
{
_classifier.CreateFixedSizeNetwork(InputSize * 8, InputSize * 4, ModeCount, 2); // 1 hidden layer + 1 output layer
}
else if (type == NeuralNetworkType.CascadeCorrelation)
{
_classifier.CreateCascadeNetwork(InputSize * 8, ModeCount);
}
_ready = true;
}
public long RegisterNewNetwork(NeuralNetwork network, long botId, string createdBy, NeuralNetworkType networkType)
{
var bot = this.FindBotById(botId);
var networkBytes = network.GetNetworkBytes();
var networkDataModel = new NeuralNetworkData()
{
CreatedBy = createdBy,
Data = networkBytes,
Bot = bot,
BotId = bot.Id,
Type = networkType.ToString()
};
this.Data.NeuralNetworkDataRepository.Add(networkDataModel);
this.Data.SaveChanges();
return(networkDataModel.Id);
}
