public void Execute(IExampleInterface app)
{
if (app.Args.Length < 3)
{
Console.WriteLine(@"MarketPredict [data dir] [generate/train/prune/evaluate] PathToFile");
Console.WriteLine(@"e.g csvMarketPredict [data dir] [generate/train/prune/evaluate] c:\\EURUSD.csv");
}
else
{
var dataDir = new FileInfo(app.Args[0]);
if (String.Compare(app.Args[1], "generate", true) == 0)
{
MarketBuildTraining.Generate(app.Args[2]);
}
else if (String.Compare(app.Args[1], "train", true) == 0)
{
MarketTrain.Train(dataDir);
}
else if (String.Compare(app.Args[1], "evaluate", true) == 0)
{
MarketEvaluate.Evaluate(dataDir, app.Args[2]);
}
else if (String.Compare(app.Args[1], "prune", true) == 0)
{
{
MarketPrune.Incremental(dataDir);
}
}
}
}
public void Execute(IExampleInterface app)
{
//placed a try catch in case something bugs.
try
{
//lets check the lenght of the input from the console.
if (app.Args.Length < 1)
{
Console.WriteLine(@"MarketPredict [generate/train/prune/evaluate] [PathToFile]");
Console.WriteLine(@"e.g csvMarketPredict [generate/train/prune/evaluate] c:\\EURUSD.csv");
}
//looks like we are fine.
else
{
//save the files in the directory where the consoleexample.exe is located.
FileInfo dataDir = new FileInfo(@"c:\");
//we generate the network , by calling the CSVloader.
if (String.Compare(app.Args[0], "generate", true) == 0)
{
Console.WriteLine("Generating your network with file:" + app.Args[1]);
MarketBuildTraining.Generate(app.Args[1]);
}
//train the network here.
else if (String.Compare(app.Args[0], "train", true) == 0)
{
MarketTrain.Train(dataDir);
}
//Evaluate the network that was built and trained.
else if (String.Compare(app.Args[0], "evaluate", true) == 0)
{
MarketEvaluate.Evaluate(dataDir, app.Args[1]);
}
//Lets prune the network.
else if (String.Compare(app.Args[0], "prune", true) == 0)
{
MarketPrune.Incremental(dataDir);
}
else
{
Console.WriteLine("Didnt understand the command you typed:" + app.Args[0]);
}
}
}
catch (Exception ex)
{
Console.WriteLine("Error Message:" + ex.Message);
Console.WriteLine("Error Innerexception:" + ex.InnerException);
Console.WriteLine("Error stacktrace:" + ex.StackTrace);
Console.WriteLine("Error source:" + ex.Source);
}
}
public void Execute(IExampleInterface app)
{
for (int a = 0; a < 10; a++)
{
string name = "";
switch (a)
{
case 0:
name = "Lukoil1440";
break;
//case 1: name = "DAI1440"; break;
//case 2: name = "EURUSD5"; break;
//case 3: name = "Gazprom1440"; break;
//case 4: name = "BMW1440"; break;
//case 5: name = "Sberbank1440"; break;
//case 6: name = "USDCHF5"; break;
//case 7: name = "USDJPY5"; break;
//case 8: name = "USDJPY5_1"; break;
//case 9: name = "XAUUSD5"; break;
}
if (string.IsNullOrEmpty(name))
{
continue;
}
var forexFile = $"D:\\1\\{name}.csv";
var dataDir = new FileInfo(AppDomain.CurrentDomain.BaseDirectory);
//for (Config.DAYS_OFFSET = 0; Config.DAYS_OFFSET <= 300; Config.DAYS_OFFSET += 100)
Config.TEST_STRATCH = 80;
for (Config.TEST_OFFSET = 0; Config.TEST_OFFSET <= 200; Config.TEST_OFFSET += 50)
//for (Config.TEST_STRATCH = 0; Config.TEST_STRATCH <= 160; Config.TEST_STRATCH += 40)
{
var resultFile = $"D:\\1\\_res_{name}_{Config.DAYS_OFFSET}_{Config.TEST_OFFSET}_{Config.TEST_STRATCH}.txt";
for (int i = 0; i < 3; i++)
{
Config.OFFSET = i;
for (int j = 0; j < 3; j++)
{
var timeStart = DateTime.Now;
Config.TRAINING_FILE = $"marketData({name}-{i}-{j}){DateTime.Now.Ticks}.egb";
Config.NETWORK_FILE = $"marketNetwork({name}-{i}-{j}){DateTime.Now.Ticks}.eg";
//public static readonly String TRAINING_FILE = $"marketData{DateTime.Now.Ticks}.egb";
//public static readonly String NETWORK_FILE = $"marketNetwork{DateTime.Now.Ticks}.eg";
MarketBuildTraining.Generate(forexFile);
var err = MarketTrain.Train(dataDir);
var best = MarketPrune.Incremental(dataDir);
var gErr = MarketEvaluate.Evaluate(dataDir, forexFile);
var result =
$"Offset = {i};\t trainErr = {err};\t best: {NetworkToString(best)};\t result = {gErr:0.00};\t timeTaken: {DateTime.Now - timeStart:g};\t startTime: {timeStart:g}";
File.AppendAllLines(resultFile, new[] { result });
}
}
}
}
//if (app.Args.Length < 3)
//{
// Console.WriteLine(@"MarketPredict [data dir] [generate/train/prune/evaluate] PathToFile");
// Console.WriteLine(@"e.g csvMarketPredict [data dir] [generate/train/prune/evaluate] c:\\EURUSD.csv");
//}
//else
//{
// var dataDir1 = new FileInfo(app.Args[0]);
// if (String.Compare(app.Args[1], "generate", true) == 0)
// {
// }
// else if (String.Compare(app.Args[1], "train", true) == 0)
// {
// }
// else if (String.Compare(app.Args[1], "evaluate", true) == 0)
// {
// }
// else if (String.Compare(app.Args[1], "prune", true) == 0)
// {
// {
// }
// }
//}
}
