static void Main(string[] args)
{
//var serializedNetworkPath = args[0];
var serializedNetworkPath = "C:\\Users\\Jo\\Desktop\\cours\\neurones\\BooleanNetworks\\test\\network.json";
var serializedNetwork = JsonConvert.DeserializeObject <SerializedNetwork>(File.ReadAllText(serializedNetworkPath));
var network = NetworkDeserializer.Deserialize(serializedNetwork);
//var inputRoot = args[1];
var inputRoot = "C:\\Users\\Jo\\Desktop\\cours\\neurones\\BooleanNetworks\\test\\pricing-data-input.csv";
//var gradientRoot = args[2];
var gradientRoot = "C:\\Users\\Jo\\Desktop\\cours\\neurones\\BooleanNetworks\\test\\pricing-data-output.csv";
var data = GetMathData(inputRoot, gradientRoot);
var dataSize = data.Inputs.ColumnCount;
network.BatchSize = dataSize;
network.Propagate(data.Inputs);
double[] firstPropagation = ConvertToArray(network.Output);
network.Learn(data.Outputs);
network.Propagate(data.Inputs);
double[] secondPropagation = ConvertToArray(network.Output);
var summary = new OutputSummary(firstPropagation, secondPropagation);
if (args.Length < 4)
{
WriteToConsole(summary);
}
else
{
var outputFile = args[3];
WriteToFile(summary, outputFile);
}
Console.Read();
}
private static void WriteToFile(OutputSummary summary, string outputFile)
{
JsonSerializer serializer = new JsonSerializer();
using (StreamWriter sw = new StreamWriter(outputFile))
using (JsonWriter writer = new JsonTextWriter(sw))
{
serializer.Serialize(writer, summary);
}
}
private static void WriteToConsole(OutputSummary summary)
{
var output = JsonConvert.SerializeObject(summary, Formatting.Indented);
Console.WriteLine(output);
}
