public Tuple Infer(int[] inputPattern)
{
if (!SDRs.Any(ip => ip.SequenceEqual(inputPattern)))
{
string winner = Categories[SDRs.FindIndex(ip => ip.SequenceEqual(inputPattern))].First();
// format return values to match KNNClassifier
return(new Tuple(winner));
}
return(null);
}
public void Learn(int[] inputPattern, string inputCategory, bool isSparse = false)
{
if (!SDRs.Any(ip => ip.SequenceEqual(inputPattern)))
{
SDRs.Add(inputPattern);
Categories.Add(Categories.Count, new List <string> {
inputCategory
});
}
else
{
Categories[SDRs.FindIndex(ip => ip.SequenceEqual(inputPattern))].Add(inputCategory);
}
}