public static void Final(Graphique G)
{
Element.InitSpirale();
List <Element> data = Element.List;
////////////////////////////////////////////////////////////////////////
int round_nbr = 2000;
// gradient descent loop
for (int round = 0; round < round_nbr; round++)
{
float data_loss = 0;
if (round % 20 == 0)
{
G.ClearBlack();
DrawScore();
G.DrawAxis();
G.DrawData();
Form1.Schema.Invalidate();
Form1.Schema.Update();
Form1.iteration2.Text += "Iteration " + round + " : Loss = " + data_loss + "\r\n";
Form1.iteration2.Update();
}
}
}
public static void Final(Graphique G)
{
List <Element> data = Element.List;
Form1.iteration.Text = "";
int K = 3; // nombre de classes
int D = 3; // dimension 2 + 1 for the biais
Matrix W = new Matrix(K, D);
W.RandomInit();
double data_loss = 0;
//////////////////////////////////////////////////////////////////////////////////////////////
// gradient descent loop
for (int round = 0; round < 200; round++)
{
/////////////////////////////////////////////////////////////////////////////////////////
if (round % 10 == 0)
{
G.ClearBlack();
DrawScore(W.matrix);
G.DrawAxis();
G.DrawData();
Form1.Schema.Invalidate();
Form1.Schema.Update();
Form1.iteration.Text += "Iteration " + round + " : Loss = " + data_loss + "\r\n";
Form1.iteration.Update();
}
}
}
private void DrawData(object sender, EventArgs e)
{
G.ClearWhite();
G.DrawAxis();
G.DrawData();
Form1.Schema.Invalidate();
Form1.Schema.Update();
}