public TrainingViewModel(ILearningManager learningManager, IEventAggregator eventAggregator, ISaveFileReader sfr)
{
_learningManager = learningManager;
_eventAggregator = eventAggregator;
_sfr = sfr;
TrainForOneEpochCommand = new DelegateCommand(TrainForOneEpoch);
QuickStepsCommand = new DelegateCommand <int?>(TrainForManyEpochs);
InitializeWeightsCommand = new DelegateCommand(InitializeWeights);
StartAutoTrainCommand = new DelegateCommand(StartAutoTrain);
StopAutoTrainCommand = new DelegateCommand(StopAutoTrain);
ConfigurePlots();
Speed = 1;
ActivationFunctions = new()
{
new SigmoidActivationFunction(),
new SigmoidBipolarActivationFunction(),
new TanhActivationFunction(),
};
_eventAggregator.GetEvent <TrainingDatasetChangedEvent>().Subscribe(UpdateTrainingDataset);
_eventAggregator.GetEvent <NeuralNetworkChangedEvent>().Subscribe(UpdateNetwork);
_eventAggregator.GetEvent <SaveButtonClickedEvent>().Subscribe(SaveNetwork);
_eventAggregator.GetEvent <TrainingConfigUpdateEvent>().Subscribe(UpdateTrainingProperties);
_learningManager.ActivationFunction = new SigmoidActivationFunction();
_learningManager.LearningRate = 0.1;
_eventAggregator.GetEvent <RequestNeuralNetworkUpdate>().Publish();
_eventAggregator.GetEvent <RequestDatasetUpdate>().Publish();
}
public SaveFileController(
ILogger <SaveFileController> logger,
ISaveFileReader saveFileReader
)
{
_logger = logger;
_saveFileReader = saveFileReader;
}
public MainWindowViewModel(IRegionManager regionManager, IEventAggregator eventAggregator, ISaveFileReader sfr)
{
_regionManager = regionManager;
_eventAggregator = eventAggregator;
_sfr = sfr;
CloseWindowCommand = new DelegateCommand <Window>(CloseWindow);
MaximizeWindowCommand = new DelegateCommand <Window>(MaximizeWindow);
MinimizeWindowCommand = new DelegateCommand <Window>(MinimizeWindow);
SaveCommand = new DelegateCommand(() => _eventAggregator.GetEvent <SaveButtonClickedEvent>().Publish());
LoadCommand = new DelegateCommand(LoadNetwork);
NavigateCommand = new DelegateCommand <string>(Navigate);
_regionManager.RegisterViewWithRegion("ContentRegion", typeof(HomeView));
_regionManager.RegisterViewWithRegion("ContentRegion", typeof(DataView));
_regionManager.RegisterViewWithRegion("ContentRegion", typeof(DesignView));
_regionManager.RegisterViewWithRegion("ContentRegion", typeof(TrainingView));
}
