static void Main(string[] args)
{
var constants = new ConstantViews();
var changedImages = new ChangedViews();
var table = new Table();
changedImages.PrepareViewsWithNoise(constants.EtalonValues, new int[] { 0, 60, 80 });
Console.WriteLine($"Fill in speed of learning.");
var a = Convert.ToInt32(Console.ReadLine());
var network = new NetCore(15, 5, a, 1);
Console.WriteLine($"Training started.");
network.TrainTheNetwork(constants.GetMatrix());
Console.WriteLine($"Training finished.\n\rIterations: {network.CountOfIterations}");
foreach (var i in Enumerable.Range(0, changedImages.Views.Count))
{
Console.WriteLine($"Image {i + 1}\n\r\n\r{changedImages.ToString(i)}\n\r\n\r{constants.ToString()}\n\r");
var klaster = network.ProceedData(changedImages.GetMatrix(i));
var results = new bool[5];
if (klaster > 0)
{
results[klaster - 1] = true;
}
table.ColumnNames = new string[] { "Source 1", "Source 2", "Source 3", "Source 4", "Source 5" };
var output = table.GenerateTable <bool, string>(results, new string[] { string.Empty, string.Empty, string.Empty, string.Empty, string.Empty });
Console.WriteLine($"{output}\n\r\n\r");
}
Console.Read();
}