private static void Teach(string teachingSamplesFolder, string fileToSaveNetwork, string fileToSaveCoder = null, double teachingSpeed = 0.5)
{
var teachingSets = (new FolderTeachingSetsLoader()).Load(teachingSamplesFolder);
var coder = new NetworkOutputCoder(teachingSets);
var samples = TeachingSamplesFactory.GetSamples(teachingSets, coder);
var network = KohonenNetworkFactory.Get(samples.First().Input.Length, coder.CodingTableCount);
var teacher = new KohonenNetworkTeacher(samples, teachingSpeed);
teacher.Teach(network);
(new KohonenNetworkSaver()).Save(fileToSaveNetwork, network);
if (fileToSaveCoder != null)
{
(new NetworkOutputCoderSaver()).Save(fileToSaveCoder, coder);
}
}
