static void Main(string[] args)
{
Graph graph = new Graph(1000, 1000);
graph.SetBounds(-10f, 10f, -10f, 10f);
float deviation = 1f;
PlotPoint[] g1 = GlobalRandom.BuildRandom(-2, deviation, 1, deviation, 0, 500);
PlotPoint[] g2 = GlobalRandom.BuildRandom(2, deviation, -1, deviation, 0, 500);
Neuron neuron = new Neuron();
for (int i = 0; i < g1.Length; i++)
{
graph.DrawPlotBackground();
graph.Plot(g1, 4, Color.Red, GraphPlotType.Points);
graph.Plot(g2, 4, Color.Blue, GraphPlotType.Points);
PlotPoint[] line = new PlotPoint[]
{
neuron.GetPoint(-5),
neuron.GetPoint(5)
};
graph.Plot(line, 2, Color.Yellow, GraphPlotType.Line);
graph.PlotCircle(g1[i].X, g1[i].Y, 8, Color.Green);
graph.PlotCircle(g2[i].X, g2[i].Y, 8, Color.Green);
graph.ShowGraph();
Console.WriteLine(i);
System.Threading.Thread.Sleep(250);
neuron.Train(g1[i].X, g1[i].Y, 0);
neuron.Train(g2[i].X, g2[i].Y, 1);
}
Console.ReadLine();
}
