public Network()
{
if (File.Exists(DefaultNetworkPath))
{
Network defaultNetwork = ImportNetwork.NetworkImport(DefaultNetworkPath);
LearningRate = defaultNetwork.LearningRate;
Momentum = defaultNetwork.Momentum;
EntryLayer = defaultNetwork.EntryLayer;
HiddenLayers = defaultNetwork.HiddenLayers;
ExitLayer = defaultNetwork.ExitLayer;
foreach (var x in HiddenLayers)
{
LayerDescription += x.Neurons.Count + ",";
}
LayerDescription = LayerDescription.Remove(LayerDescription.Length - 1);
}
else
{
LearningRate = 0.05;
Momentum = 0.1;
EntryLayer = new Layer();
HiddenLayers = new List <Layer>();
ExitLayer = new Layer();
}
}
private void LoadNetwork()
{
OpenFileDialog openFileDialog = new OpenFileDialog();
openFileDialog.Filter = "Image Files(*.JSON)|*.JSON";
if (openFileDialog.ShowDialog() == true)
{
string fileName = openFileDialog.FileName;
Network network = ImportNetwork.NetworkImport(fileName);
IoC.Get <Network>().LoadNetwork(network);
}
}
