C# (CSharp) CSharp_Neural_Network MnistSamples 예제들

예제 #1

파일: Mnist.cs 프로젝트: Lxrd-AJ/machine-learning

        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);
        }

예제 #2

        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);
        }