private void trainingSetBtn_Click(object sender, EventArgs e)
{
if (openFileDialog.ShowDialog() == DialogResult.OK)
{
using (StreamReader file = File.OpenText(openFileDialog.FileName))
{
JsonSerializer serializer = new JsonSerializer();
trainingSet = (PerceptronTrainingSet)serializer.Deserialize(file, typeof(PerceptronTrainingSet));
}
if (trainingSet.trainingPatterns != null)
{
trainingSetLoaded = true;
numberOfInputs = trainingSet.trainingPatterns[0].perceptronInputVectors.Count();
trainingPatternNumber = trainingSet.trainingPatterns.Count();
}
else
{
trainingSetLoaded = false;
numberOfInputs = 0;
trainingPatternNumber = 0;
}
trained = false;
trainNeuronBtn.Enabled = trainingSetLoaded;
computeBtn.Enabled = trained;
updateTrainingSetList();
}
}
public void RunTraining(ref PerceptronTrainingSet trainingSet, int numberOfEpochs)
{
double error = 0.0;
for (int i = 0; i < numberOfEpochs; i++)
{
error = RunEpoch(trainingSet.trainingPatterns);
//System.Diagnostics.Debug.Write("Summary error after " + (i+1).ToString() + " epoch: " + error.ToString() + "\n");
}
}
