public void init()
{
int[] layers = { 600, 1500, 600, 1500};
//nn = new NN(4, layers);
nn = new NN(2, 800);
}
private void ui_experiment_Click(object sender, EventArgs e)
{
DataLoader fileLoader = new DataLoader();
fileLoader.prepareOpen(dataPath, "train", "gauss_15", 1000, 0);
fileLoader.open();
data.trainingData = fileLoader._imgArr;
fileLoader.prepareOpen(labelPath, "train", "clean", 1000, 0);
fileLoader.open();
data.trainingLabels = fileLoader._imgArr;
NN nn = new NN(9, 2, 4); //units, (hidden) layers, sidmoid levels
for (int i = 0; i < 999; i++)
{
for (int j = 1; j <= 9; j++)
{
for (int k = 1; k <= 9; k++)
{
}
}
double[] input = data.normalize(data.trainingData[i]);
double[] target = data.normalize(data.trainingLabels[i]);
nn.prepareFeed(input, target);
nn.feedForward();
nn.backprop();
nn.trainingErrors[i] = nn.getError();
}
}
