public NetworkTestingViewModel(NeuralNetwork network, PatternContainer patternContainer)
{
_network = network;
_patternContainer = patternContainer;
PredictCommand = new AsyncRelayCommand(async() => await Task.Run(() => Predict()));
AddToTrainingSetCommand = new RelayCommand(() =>
{
var dialog = new Views.SavePatternAsDialog
{
ResponseText = Predictions?.FirstOrDefault(p => p.IsHighest)?.Name ?? string.Empty
};
if (dialog.ShowDialog() != true)
{
return;
}
var pattern = new Pattern
{
Name = dialog.ResponseText,
Rows = 15,
Columns = 10
};
// 0 - black, 1 - white
pattern.FillUsing(Pixels.Cast <double>().Select(p => p < 0.5).ToArray());
_patternContainer.Add(pattern);
});
}