private void ShowNewNetworkDialog()
{
using (var form = new PropertyGridForm("New Network"))
{
var networkDefinition = new AgentNetworkDefinition(null, 2, 26, 12);
form.PropertyGrid.SelectedObject = networkDefinition;
form.FormClosing += (s, closingEvent) =>
{
if (form.DialogResult == DialogResult.OK)
{
try
{
var network = new AgentNetwork(networkDefinition, new He(0));
Workspace.Instance.Add(networkDefinition.Name, network);
}
catch (Exception exception)
{
closingEvent.Cancel = true;
MessageBox.Show(exception.Message, "New Network", MessageBoxButtons.OK, MessageBoxIcon.Error);
}
}
};
form.ShowDialog();
}
}
public NeuralSimulationPlugin(FileInfo networkFile, AgentNetworkTrainingConfiguration trainingConfiguration, int trainingSeed) : base(new NeuralAgentFactory())
{
TrainingRandom = new Random(trainingSeed);
NetworkFile = networkFile;
Network = new AgentNetwork(networkFile);
TrainingConfiguration = trainingConfiguration;
}
public string GetNetworkDescription(string name)
{
if (networksDescriptions.TryGetValue(name, out string description) == false)
{
description = networksDescriptions[name] = new AgentNetwork(GetNetworkFile(name)).ToString();
}
return(description);
}
private void RandomiseAgentNetwork(ListViewItem item)
{
if (item.Tag is NeuralSimulationPluginFactory pluginFactory)
{
var networkFile = Workspace.Instance.GetNetworkFile(pluginFactory.Network);
var network = new AgentNetwork(networkFile);
network.InitializeLayers(0);
network.Save(networkFile);
}
}
public static void InitialiseNetwork(string networkName, NeuralAgentTrainerConfiguration configuration)
{
var networkFile = Workspace.Instance.GetNetworkFile(networkName);
var createNetwork = true;
if (networkFile.Exists)
{
var overwrite = MessageBox.Show($"Do you want to reset existing network '{networkName}'?", "Training", MessageBoxButtons.YesNo, MessageBoxIcon.Question);
createNetwork = overwrite == DialogResult.Yes;
}
if (createNetwork)
{
var networkDefinition = new AgentNetworkDefinition(networkName, configuration.ViewRadius, configuration.LayersSizes);
var network = new AgentNetwork(networkDefinition, new He(configuration.NetworkSeed));
Workspace.Instance.SaveNetwork(networkName, network, overwrite: true);
}
}
public void SaveNetwork(string name, AgentNetwork network, bool overwrite)
{
if (string.IsNullOrWhiteSpace(name))
{
throw new ArgumentException($"Name can't be empty.");
}
var fileName = GetNetworkFileName(name);
var networkFile = NetworksDirectory.GetFile(fileName);
if (networkFile.Exists && overwrite == false)
{
throw new ArgumentException($"File '{fileName}' already exists.");
}
else
{
network.Save(networkFile);
}
}
public void Add(string name, AgentNetwork network) => SaveNetwork(name, network, false);