public static void Go()
{
var encog = new EncogPersistedCollection("market-network.dat", FileMode.Open);
Console.WriteLine(@"Loading network");
var network = (BasicNetwork)encog.Find("market-network");
Console.WriteLine(@"Reading current data from db");
var market = new StockMarket();
market.Init(false);
var data = market.GetCurrentData();
Console.WriteLine(@"Running network on data");
var madness = new ModelMadness();
foreach (StockMarket.WorkableStockInfo info in data)
{
var input = InputOutputMadness.CreateInputs(info);
var neuralInput = new BasicMLData(input);
var output = network.Compute(neuralInput);
Console.WriteLine(@"Stock " + info.ViewToday.stock + @" will change " + output[0] + @"% in the next 20 trading days");
var future = new prediction
{
day = DateTime.Now.Date,
C20_Days_Close = 100 * (decimal)output[0],
stock = info.ViewToday.stock
};
madness.AddTopredictions(future);
}
madness.SaveChanges();
Console.WriteLine(@"Done - begin making $millions");
}