public double[] BuildNNDataModel(PerleyMLDataModel data)
{
double[] currentData = null;
try
{
if (data.Greeting)
{
currentData = new double[] { 1,
NeuralNetDataDictionary.GreetingTypes[data.GreetingType],
NeuralNetDataDictionary.GreetingSubTypes[data.GreetingSubType] };
}
else
{
currentData = new double[] { 0,
NeuralNetDataDictionary.GreetingTypes[data.GreetingType],
NeuralNetDataDictionary.GreetingSubTypes[data.GreetingSubType] };
}
}
catch (Exception ex)
{
Console.Error.WriteLine(ex);
}
return(currentData);
}
public string Messenger(PerleyMLDataModel perleyData)
{
Console.WriteLine("\nBuilding Message ++++++++++++++");
string msg = string.Empty;
if (perleyData.Greeting)
{
string pred = perleyData.GreetingSubType;
if (perleyData.GreetingType == "NotMuchGreeting")
{
pred = "NotMuchGreeting";
}
else if (perleyData.GreetingType == "NotBadGreeting")
{
pred = "NotBadGreeting";
}
switch (pred)
{
case "WhatsUp":
msg = "Not much, and you?";
break;
case "HowAreYou":
msg = "Pretty good, and you?";
break;
case "HangOut":
msg = "I am sorry, I dont have legs.";
break;
case "Hey":
msg = "Hey, how are you?";
break;
case "NotBadGreeting":
msg = "Not bad.";
break;
case "NotMuchGreeting":
msg = "Not much.";
break;
case "None":
msg = "Goodbye";
break;
}
Console.WriteLine("Message Built: " + msg);
}
Console.WriteLine("\nDone Building Message++++++++++++++");
return(msg);
}
private void HandleResponse(MqttApplicationMessageReceivedEventArgs e, PerleyMLDataModel data)
{
//return response to sender
SendMessage("TODO: Add message builder logic", Subscription + "/kronusLogic"); // /Messenger
}
