static void Main(string[] args)
{
string fileNameOfTrainingSamples = @"samples\training_samples.csv";
int[] architecture = new int[] { 3, 2 };
int amountClasses = 2;
double alfaFactor = 1;
Console.BufferHeight = 10000;
string rootDir = Path.GetDirectoryName(Assembly.GetExecutingAssembly().CodeBase);
string fullPathToSamples = new Uri(Path.Combine(rootDir, fileNameOfTrainingSamples)).LocalPath;
if (Samples.IsExist(fullPathToSamples))
{
if (Samples.GetPatterns(fullPathToSamples) != null && Samples.GetAnswers(fullPathToSamples) != null)
{
double[,] patterns = Samples.ConvertToDouble(Samples.GetPatterns(fullPathToSamples));
double[,] answers = Samples.ConvertToDouble(Samples.GetAnswers(fullPathToSamples));
Store.SetArchitecture(architecture);
Store.SetAmountSignals(patterns.GetLength(1));
Store.SetAmountClasses(amountClasses);
Store.SetAlfaFactor(alfaFactor);
Network network = new Network(patterns, answers);
network.Init();
}
}
else
{
Console.WriteLine("Check your path to file!");
}
Console.ReadKey();
}