public void AutoTeaching(BackPropagationLearning _teacher)
{
for (int i = 0; i < 100000; i++)
{
double pacmanLength = R.Next(800);
double AlphaSine = R.NextDouble();
double ghostLength = R.Next(600);
double BetaSine = R.NextDouble();
double[] Inputs = { pacmanLength, AlphaSine, ghostLength, BetaSine };
Console.Write("[T] Inputs >> ");
for (int j = 0; j < Inputs.Length; j++)
{
Console.Write(Inputs[j] + " ");
}
Console.WriteLine();
double[] Outputs = { BetaSine };
Console.Write("[T] Outputs >> ");
for (int j = 0; j < Outputs.Length; j++)
{
Console.Write(Outputs[j] + " ");
}
Console.WriteLine();
for (int j = 0; j < 2; j++)
{
_teacher.Teach(Inputs, Outputs);
double[] Test = _teacher.Launch(Inputs);
Console.Write("[T] Out >> ");
for (int k = 0; k < Test.Length; k++)
{
Console.Write(Test[k] + " ");
}
Console.WriteLine();
}
}
}
public OddTest()
{
Console.WriteLine("Welcome to Neural Odd Test Example");
FeedForwardNetwork network = new FeedForwardNetwork(new SigmoidFunction(), 1, 10, 1);
BackPropagationLearning teacher = new BackPropagationLearning(network);
teacher.LearningRate = 0.1;
Random R = new Random(Environment.TickCount);
Console.WriteLine("Training...");
for (int i = 0; i < 1000; i++)
{
Console.Write("[T] Input >> ");
int Input = R.Next(1024);
Console.WriteLine(Input);
teacher.Teach(Binary(Input), (Input % 2 == 0) ? (new double[] { 0 }) : (new double[] { 1 }));
Console.Write("[T] Output >> ");
Console.WriteLine(network.Launch(Binary(Input))[0].ToString());
}
Console.WriteLine("Examing...");
Console.Write("[E] Input >> ");
string userString = Console.ReadLine();
while (userString != "stop")
{
int Number = int.Parse(userString.Split(' ')[0]);
Console.Write("[E] Output >> ");
Print(network.Launch(Binary(Number)));
Console.Write("[E] Input >> ");
userString = Console.ReadLine();
}
Console.WriteLine();
}
public void ManualTeaching(BackPropagationLearning _teacher)
{
Console.Write("[T] Inputs >> ");
string userString = Console.ReadLine();
while (userString != "stop")
{
double[] Inputs = ParseDoubles(userString);
Console.Write("[T] Outputs >> ");
userString = Console.ReadLine();
double[] Outputs = ParseDoubles(userString);
for (int i = 0; i < 5; i++)
{
_teacher.Teach(Inputs, Outputs);
}
Console.Write("[T] Inputs >> ");
userString = Console.ReadLine();
}
}