static void Main(string[] args)
{
//Empty variables
Network_DTO roadNetwork = null;
double[][] inputList = null;
double[][] outputList = null;
ActivationNetwork ANN = null;
while (choice != 7)
{
choice = DisplayData();
switch (choice)
{
case 1:
string[] files = Directory.GetFiles("Data/");
int count = 1;
Console.WriteLine("Choose file: ");
foreach (string s in files)
{
Console.WriteLine(count + ". " + s);
count++;
}
roadNetwork = Network_DTO.LoadJson(files[
Convert.ToInt32(Console.ReadLine()) - 1]);
inputList = Processing.CreateInputList(roadNetwork);
outputList = Processing.CreateOutputList(roadNetwork);
break;
case 2:
if (roadNetwork == null)
{
Console.WriteLine("Did not load or empty network");
break;
}
Console.WriteLine("Learning rate?[0,0 - 1,0]");
double learningRate = Convert.ToDouble(Console.ReadLine());
ANN = NeuralNetwork.CreateANN(inputList, outputList, learningRate);
break;
case 3:
if (ANN == null)
{
Console.WriteLine("Could not save: Neural network is null");
break;
}
Console.WriteLine("Give name to the neural network:");
string name = Console.ReadLine();
ANN.Save("ANN/" + name + ".json");
Console.WriteLine("Saved neural network");
break;
case 4:
string[] AIs = Directory.GetFiles("ANN/");
count = 1;
Console.WriteLine("Choose file: ");
foreach (string s in AIs)
{
Console.WriteLine(count + ". " + s);
count++;
}
ANN = (ActivationNetwork)Network.Load(AIs[Convert.ToInt32(Console.ReadLine()) - 1]);
if (ANN == null)
{
Console.WriteLine("Could not load network");
break;
}
Console.WriteLine("Loaded neural network");
break;
case 5:
if (inputList != null && ANN != null && outputList != null)
{
double[][] output = NeuralNetwork.ComputeNetwork(inputList, ANN);
NeuralNetwork.NetworkComparison(output, outputList);
}
if (inputList == null)
{
Console.WriteLine("Missing input");
break;
}
if (ANN == null)
{
Console.WriteLine("Missing ANN");
break;
}
if (outputList == null)
{
Console.WriteLine("Missing output");
break;
}
break;
case 6:
Console.WriteLine("Load XML");
Processing.LoadXML("Data/Norrkoping_hastighet.xml");
break;
case 7:
Console.WriteLine("Bye...");
break;
case 8: //Secret
//Console.WriteLine(speed.NextNode);
break;
}
}
}
