public static void Train(int trainingCount, double learnRate)
{
Console.WriteLine("Starting MNIST training");
Console.Write("Loading samples... ");
var mnistSamples = new MnistSamples();
Console.WriteLine("done");
Console.Write("Creating network... ");
var net = new Network(784, new[] { 500, 100 }, 10, learnRate);
Console.WriteLine("done");
var training = mnistSamples.Training.Take(trainingCount).ToArray();
var testing = mnistSamples.Testing.Take(training.Length).ToArray();
var trainer = new Trainer(net, training, CheckCorrect, testing);
trainer.TrainUntilDone(true);
}
public static void TrainNot()
{
var net = new Network(1, new int[0], 1, 0.5);
var trainer = new Trainer(net, notCases, CheckCorrect, notCases);
trainer.TrainUntilDone();
}