public void Setup()
{
_countOfSamplse = 200;
_teachingSpeed = 0.5;
var sets = TwoDimSectorsTeachingSetFactory.Get(_countOfSamplse);
_kohonenNetwork = WrappedKohonenNetworkFactory.Get(sets);
_teacher = KohonenNetworkTeacherFactory.Get(sets, _teachingSpeed);
}
public void Setup()
{
_countOfSamplse = 1000;
_teachingSpeed = 0.001;
var sets = PositiveNegativeTeachingSetTestFactory.Get(_countOfSamplse);
_kohonenNetwork = WrappedKohonenNetworkFactory.Get(sets);
_teacher = KohonenNetworkTeacherFactory.Get(sets,_teachingSpeed);
}
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);
}
}
/// <summary>
///
/// </summary>
/// <param name="args">
/// 1: path to folder with teaching samples files
/// 2: teaching speed
/// 3: path to file to save network
/// </param>
static void Main(string[] args)
{
try
{
var teachingSets = (new FolderTeachingSetsLoader()).Load(args[0]);
var coder = new NetworkOutputCoder(teachingSets);
var samples = TeachingSamplesFactory.GetSamples(teachingSets, coder);
//TODO: var network = KohonenNetworkFactory.Get(coder.EncodedArrayLength, coder.CodingTableCount);
var teachingSpeed = double.Parse(args[1]);
var teacher = new KohonenNetworkTeacher(samples, teachingSpeed);
//teacher.Teach(network);
//(new KohonenNetworkSaver()).Save(args[2],network);
}
catch (Exception e)
{
Console.WriteLine("Exceptiond occured: \n"+ e.Message +"\n");
}
}
