public void TestMain()
{
var path = NUnit.Framework.TestContext.CurrentContext.TestDirectory + "\\TestResult\\AidaRefTest2\\";
if (!Directory.Exists(path))
{
Directory.CreateDirectory(path);
}
Random r = new Random();
IHistogram1D h1 = new Histogram1D("AIDA 1D Histogram", 40, -3, 3);
for (int i = 0; i < 10000; i++)
{
h1.Fill(r.NextDouble());
}
IHistogram2D h2 = new Histogram2D("AIDA 2D Histogram", 40, -3, 3, 40, -3, 3);
for (int i = 0; i < 10000; i++)
{
h2.Fill(r.NextDouble(), r.NextDouble());
}
// Write the results as a PlotML files!
writeAsXML(h1, path + "test1_aida1.xml");
writeAsXML(h2, path + "test1_aida2.xml");
// Try some projections
writeAsXML(h2.ProjectionX, path + "test1_projectionX.xml");
writeAsXML(h2.ProjectionY, path + "test1_projectionY.xml");
}
public TKohonenMap() : base()
{
this.en8Br1nJcm = (TNeuralDataSet)null;
this.NZFB8Hsyyk = (Histogram2D)null;
this.lHWBj2LFHb = (Graph)null;
this.L2kBAuWI5g = this.yem372767;
}
private void P2odmXxb0()
{
this.x0pBGNZNEv = new TInputNeuron[this.fNInput];
for (int index = 0; index < this.fNInput; ++index)
{
this.x0pBGNZNEv[index] = new TInputNeuron();
}
this.C4gBBYR9YW = new TKohonenNeuron[this.crqUrCA6J, this.R00zPKwYO];
for (int Col = 0; Col < this.crqUrCA6J; ++Col)
{
for (int Row = 0; Row < this.R00zPKwYO; ++Row)
{
this.C4gBBYR9YW[Col, Row] = new TKohonenNeuron(this, Col, Row);
}
}
for (int index1 = 0; index1 < this.fNInput; ++index1)
{
for (int index2 = 0; index2 < this.crqUrCA6J; ++index2)
{
for (int index3 = 0; index3 < this.R00zPKwYO; ++index3)
{
this.C4gBBYR9YW[index2, index3].Connect((TNeuron)this.x0pBGNZNEv[index1]);
}
}
}
this.NZFB8Hsyyk = (Histogram2D)null;
this.lHWBj2LFHb = (Graph)null;
this.M7SYu5gxf = EKohonenTopology.Rectangular;
this.a8fxHLKhg = EKohonenKernel.Bubble;
this.g5ykpFFS7 = 0.05;
this.yem372767 = 10.0;
}
public Histogram2D GetMapHist()
{
this.NZFB8Hsyyk = new Histogram2D(this.fName, this.fTitle, this.crqUrCA6J, 0.0, (double)this.crqUrCA6J, this.R00zPKwYO, 0.0, (double)this.R00zPKwYO);
for (int index1 = 0; index1 < this.crqUrCA6J; ++index1)
{
for (int index2 = 0; index2 < this.R00zPKwYO; ++index2)
{
this.C4gBBYR9YW[index1, index2].ResetWin();
}
}
for (int Seek = 0; Seek < this.en8Br1nJcm.GetNData(); ++Seek)
{
TKohonenData tkohonenData = (TKohonenData)this.en8Br1nJcm.GetData(Seek);
double[] input = tkohonenData.Input;
double[] output = tkohonenData.Output;
this.ProcessInput(input);
TKohonenNeuron winner = this.GetWinner();
if (output != null)
{
if (output[0] != 0.0)
{
winner.AddWin(output[0]);
}
}
else
{
winner.AddWin(1.0);
winner.SetNWins(1);
}
tkohonenData.X = winner.Col;
tkohonenData.Y = winner.Row;
}
for (int index1 = 0; index1 < this.crqUrCA6J; ++index1)
{
for (int index2 = 0; index2 < this.R00zPKwYO; ++index2)
{
TKohonenNeuron tkohonenNeuron = this.C4gBBYR9YW[index1, index2];
if (tkohonenNeuron.GetNWins() != 0)
{
this.NZFB8Hsyyk.Set((double)tkohonenNeuron.Col, (double)tkohonenNeuron.Row, tkohonenNeuron.GetWin() / (double)tkohonenNeuron.GetNWins());
}
else
{
this.NZFB8Hsyyk.Set((double)tkohonenNeuron.Col, (double)tkohonenNeuron.Row, 0.0);
}
}
}
return(this.NZFB8Hsyyk);
}
public static void TestMain2()
{
var path = NUnit.Framework.TestContext.CurrentContext.TestDirectory + "\\TestResult\\AidaRefTest2\\";
if (!Directory.Exists(path))
{
Directory.CreateDirectory(path);
}
double[] bounds = { -30, 0, 30, 1000 };
Random r = new Random();
IHistogram1D h1 = new Histogram1D("AIDA 1D Histogram", new VariableAxis(bounds));
//IHistogram1D h1 = new Histogram1D("AIDA 1D Histogram",2,-3,3);
for (int i = 0; i < 10000; i++)
{
h1.Fill(r.NextDouble());
}
IHistogram2D h2 = new Histogram2D("AIDA 2D Histogram", new VariableAxis(bounds), new VariableAxis(bounds));
//IHistogram2D h2 = new Histogram2D("AIDA 2D Histogram",2,-3,3, 2,-3,3);
for (int i = 0; i < 10000; i++)
{
h2.Fill(r.NextDouble(), r.NextDouble());
}
//IHistogram3D h3 = new Histogram3D("AIDA 3D Histogram",new VariableAxis(bounds),new VariableAxis(bounds),new VariableAxis(bounds));
IHistogram3D h3 = new Histogram3D("AIDA 3D Histogram", 10, -2, +2, 5, -2, +2, 3, -2, +2);
for (int i = 0; i < 10000; i++)
{
h3.Fill(r.NextDouble(), r.NextDouble(), r.NextDouble());
}
// Write the results as a PlotML files!
writeAsXML(h1, path + "test2_aida1.xml");
writeAsXML(h2, path + "test2_aida2.xml");
writeAsXML(h3, path + "test2_aida3.xml");
// Try some projections
writeAsXML(h2.ProjectionX, path + "test2_projectionX.xml");
writeAsXML(h2.ProjectionY, path + "test2_projectionY.xml");
}
