public Form1()
{
InitializeComponent();
_param = new nnParameters
{
LearningRate = 0.9,
Layers = new List <int>()
{
3, 3, 3
},
InitValues = new List <double>()
{
0.9, 0.1, 0.8
},
TrainCycles = 100000,
TrainInput = new[] { 0.9, 0.1, 0.8 },
TrainOutput = new[] { 0.726, 0.708, 0.778 }
};
propertyGridTrain.SelectedObject = _param;
_neuralNetwork = new NeuralNet.NeuralNetwork(_param.LearningRate, _param.Layers);
propertyGridNN.SelectedObject = _neuralNetwork;
_trainWorker = new BackgroundWorker();
_trainWorker.DoWork += TrainWorkerOnDoWork;
_trainWorker.ProgressChanged += TrainWorkerOnProgressChanged;
_trainWorker.RunWorkerCompleted += TrainWorkerOnRunWorkerCompleted;
}
private void openToolStripMenuItem_Click(object sender, EventArgs e)
{
if (openFileDialog.ShowDialog() == DialogResult.OK)
{
_param = SerializeHelper.DeserializeFromFile <nnParameters>(openFileDialog.FileName);
propertyGridTrain.SelectedObject = _param;
}
}
