/// <summary>
/// The entry point of the program, where the program control starts and ends.
/// </summary>
public static void Main()
{
// Demo of plotting utility
#if FALSE
{
var x = Enumerable.Range(0, 200).Select(ia => (double)ia / 100.0);
var y = x.Select(ia => Math.Sin(2.0 * ia * Math.PI));
PythonPlotter.Plot(x, y, "Test figure", "$x$", @"$\sin(2 \pi x)$");
}
#endif
Rand.Restart(0);
Console.WriteLine("Run Toy Experiments [Y]/n");
if (Console.ReadKey(true).Key.ToString().ToLower() != "n")
{
Console.WriteLine("Run Transfer [Y]/n");
bool runTransfer = Console.ReadKey(true).Key.ToString().ToLower() != "n";
Console.WriteLine("Run Active y/[N]");
bool runActive = Console.ReadKey(true).Key.ToString().ToLower() == "y";
Console.WriteLine("Run Active Transfer y/[N]");
bool runActiveTransfer = Console.ReadKey(true).Key.ToString().ToLower() == "y";
ToyDataRunner.Run(trainModel, testModel, runTransfer, runActive, runActiveTransfer);
}
Console.WriteLine("Run Real Experiments y/[N]");
if (Console.ReadKey(true).Key.ToString().ToLower() == "y")
{
var accelerometerRunner = new RealDataRunner
{
Target = JsonConvert.DeserializeObject <DataLoader>(File.ReadAllText("../../../data/accel/real_target_3.json")),
Source = JsonConvert.DeserializeObject <DataLoader>(File.ReadAllText("../../../data/accel/real_source_3.json")),
ActiveSteps = 20,
ShowPlots = true,
AddBias = true
};
Console.WriteLine("Run VOI [Y]/n");
bool runVOI = Console.ReadKey(true).Key.ToString().ToLower() != "n";
Console.WriteLine("Run Active Evidence y/[N]");
bool runActiveEvidence = Console.ReadKey(true).Key.ToString().ToLower() == "y";
accelerometerRunner.Run(trainModel, testModel, evidenceModel, runVOI, runActiveEvidence);
}
}
/// <summary>
/// The entry point of the program, where the program control starts and ends.
/// </summary>
public static void Main()
{
// Demo of plotting utility
#if FALSE
{
var x = Enumerable.Range(0, 200).Select(ia => (double)ia / 100.0);
var y = x.Select(ia => Math.Sin(2.0 * ia * Math.PI));
PythonPlotter.Plot(x, y, "Test figure", "$x$", @"$\sin(2 \pi x)$");
}
#endif
Rand.Restart(0);
Console.WriteLine("Run Toy Experiments [Y]/n");
if (Console.ReadKey(true).Key.ToString().ToLower() != "n")
{
Console.WriteLine("Run Transfer [Y]/n");
bool runTransfer = Console.ReadKey(true).Key.ToString().ToLower() != "n";
Console.WriteLine("Run Active y/[N]");
bool runActive = Console.ReadKey(true).Key.ToString().ToLower() == "y";
Console.WriteLine("Run Active Transfer y/[N]");
bool runActiveTransfer = Console.ReadKey(true).Key.ToString().ToLower() == "y";
ToyDataRunner.Run(trainModel, testModel, runTransfer, runActive, runActiveTransfer);
}
Console.WriteLine("Run Real Experiments y/[N]");
if (Console.ReadKey(true).Key.ToString().ToLower() == "y")
{
var accelerometerRunner = new RealDataRunner
{
Target = JsonConvert.DeserializeObject<DataLoader>(File.ReadAllText("../../../data/accel/real_target_3.json")),
Source = JsonConvert.DeserializeObject<DataLoader>(File.ReadAllText("../../../data/accel/real_source_3.json")),
ActiveSteps = 20,
ShowPlots = true,
AddBias = true
};
Console.WriteLine("Run VOI [Y]/n");
bool runVOI = Console.ReadKey(true).Key.ToString().ToLower() != "n";
Console.WriteLine("Run Active Evidence y/[N]");
bool runActiveEvidence = Console.ReadKey(true).Key.ToString().ToLower() == "y";
accelerometerRunner.Run(trainModel, testModel, evidenceModel, runVOI, runActiveEvidence);
}
}