private void ApplyNNToRacesForm_Load(object sender, EventArgs e)
{
_races = StarterInfo.LoadRacesFromFile(@"C:\Users\John\Desktop\neural_network.csv", 6);
_nn = NeuronNetwork.MakeFromXmlFile(@"C:\Users\John\Desktop\nn.xml") as DetectWinnerNeuronNetwork;
_tbNumberOfRaces.Text = _races.Count.ToString();
}
public static NeuronNetwork MakeFromXmlFile(string xmlFilename)
{
try
{
NeuronNetwork nn = null;
var doc = new XmlDocument();
doc.Load(xmlFilename);
string concreteType = doc.SelectSingleNode("/NeuronNetwork").Attributes["ConcreteType"].Value;
if (concreteType == "DetectWinnerNeuronNetwork")
{
nn = new DetectWinnerNeuronNetwork();
}
else if (concreteType == "DetectLifeLongshotNeuronNetwork")
{
nn = new ChooseBetweenFirstAndSecondFavoriteNeuronNetwork();
}
else if (concreteType == "ChooseBetweenFirstAndSecondFavoriteNeuronNetwork")
{
nn = new ChooseBetweenFirstAndSecondFavoriteNeuronNetwork();
}
// new concrete types are going here.....
if(null != nn)
{
nn.Filename = xmlFilename;
nn.LoadFromXmlFile(doc);
}
return nn;
}
catch
{
return null;
}
}
public static NeuronNetwork Make(INeuronNetworkConstructor constructionInfo)
{
NeuronNetwork nn = null;
if(constructionInfo is DetectWinnerNeuronNetworkConstructor)
{
var ci = constructionInfo as DetectWinnerNeuronNetworkConstructor;
nn = new DetectWinnerNeuronNetwork(ci.NumberOfPastPerformancesToUse, ci.FieldSize);
}
else if (constructionInfo is ChooseBetweenFirstAndSecondFavoriteNeuronNetworkConstructor)
{
var ci = constructionInfo as ChooseBetweenFirstAndSecondFavoriteNeuronNetworkConstructor;
nn = new ChooseBetweenFirstAndSecondFavoriteNeuronNetwork(ci);
}
if (null != nn)
{
nn.CreateInputLayer();
}
return nn;
}