void TrainOne_Click(object sender, RoutedEventArgs e)
{
IParser parser = new StanfordLetterOCR();
var result = parser.Read(@"DataSets\letter.data");
var ann = NeuralNetwork.ArtificialNeuralNetwork.Build(result.Item1, result.Item2, 50, 100, 0.16d);
var learningResult = ann.Learn();
}
void TrainMany_Click(object sender, RoutedEventArgs e)
{
ThreadPool.SetMaxThreads(20, 1);
IParser parser = new StanfordLetterOCR();
var result = parser.Read(@"DataSets\letter.data");
for (int epochs = 30; epochs <= 100; epochs += 10)
{
for (int numberOfNeurons = 15; numberOfNeurons <= 100; numberOfNeurons += 5)
{
for (double lambda = 0.01d; lambda <= 10.25d; lambda *= 2d)
{
ThreadPool.QueueUserWorkItem(new WaitCallback(x => ANN_Worker(lambda, numberOfNeurons, epochs, result)));
}
}
}
}