public CheckerNNForm(Neural3NetworkCreator neural3NetworkCreator, Neural3NetworkTeacher neural3NetworkTeacher)
{
InitializeComponent();
_neural3NetworkCreator = neural3NetworkCreator;
_neural3NetworkTeacher = neural3NetworkTeacher;
_paramsDrawEditor = new ParamsDrawEditor(brushPoint: Color.Black);
}
public NeuralNetworkPainter(PainterForm painterForm, Neural3NetworkCreator neural3NetworkCreator)
{
_painterForm = painterForm;
_neural3NetworkCreator = neural3NetworkCreator;
_bitmap = new Bitmap(_painterForm._mainPictureBox.Width, _painterForm._mainPictureBox.Height);
_currentGraphics = Graphics.FromImage(_bitmap);
}
/// <summary>
/// Создаем простую трехслойную нейросеть.
/// Создаем нейроны, генерируем между ними связи со случайными значениями весов.
/// </summary>
private void _createNeuralNetworkBtn_Click(object sender, EventArgs e)
{
_neural3NetworkProperties = new Neural3NetworkProperties(this, Neural3NetworkCreator);
var functionActivation = _neural3NetworkProperties.FuncActivation;
var amountInputNeurons = _neural3NetworkProperties.AmountInputNeurons;
var amountHiddenNeurons = _neural3NetworkProperties.AmountHiddenNeurons;
var amountOutputNeurons = _neural3NetworkProperties.AmountOutputNeurons;
var minWeight = _neural3NetworkProperties.MinWeight;
var maxWeight = _neural3NetworkProperties.MaxWeight;
Neural3NetworkCreator = new Neural3NetworkCreator(functionActivation, amountInputNeurons, amountHiddenNeurons, amountOutputNeurons, minWeight, maxWeight);
_mainLogger.Log("Трехслойная нейросеть успешна создана.", isShowMsg: true);
UIHelper.ChangeStatusLabel(_creatingNNStsLbl, true);
}
public Neural3NetworkHelper(Neural3NetworkCreator neural3NetworkCreator)
{
_neural3NetworkCreator = neural3NetworkCreator;
}
public PainterForm(Neural3NetworkCreator neural3NetworkCreator)
{
_neural3NetworkCreator = neural3NetworkCreator;
InitializeComponent();
}
public Neural3NetworkProperties(MainForm mainForm, Neural3NetworkCreator neural3NetworkCreator)
{
_mainForm = mainForm;
_neural3NetworkCreator = neural3NetworkCreator;
}
