static DataSet<Vector, Vector> LoadDataSet(string trainImagesPath, string trainLabelsPath, string testImagesPath, string testLabelsPath)
{
var trainDataSet = Load(trainImagesPath, trainLabelsPath);
GC.Collect();
testDataSet = Load (testImagesPath, testLabelsPath);
GC.Collect();
Console.WriteLine("Normalize data");
var inputsNormalizator = new Normalization(trainDataSet.Inputs.ToArray());
trainDataSet.TransformInputs(inputsNormalizator.Normalize);
testDataSet.TransformInputs(inputsNormalizator.Normalize);
return trainDataSet;
}
