private static void ExponentalGrowth()
{
IActivationFunction activationFunction = new SimpleActivationFunction();
decimal alpha = 0.01m;
GradientDescent gradientDescent = new GradientDescent(activationFunction, alpha);
decimal[][] rooms = new decimal[][] { new decimal[] { 0 }, new decimal[] { 1 },
new decimal[] { 2 }, new decimal[] { 3 }, new decimal[] { 4 }, new decimal[] { 5 },
new decimal[] { 6 }, new decimal[] { 7 }, new decimal[] { 8 }, new decimal[] { 9 } };
decimal[] prices = new decimal[] { 0, 100, 200, 300, 400, 500, 600, 700, 800, 900 };
var thehas = gradientDescent.Train(rooms, prices);
var sixRoomPrice = activationFunction.Calculate(new decimal[] { 6 }, thehas);
Console.WriteLine(sixRoomPrice);
}
