/// <summary>
/// Shuffles stored pairs
/// </summary>
/// <param name="rand">Random object</param>
public void Shuffle(System.Random rand)
{
List <List <double[]> > l1 = new List <List <double[]> >(InputPatternCollection);
List <double[]> l2 = new List <double[]>(OutputVectorCollection);
InputPatternCollection.Clear();
OutputVectorCollection.Clear();
int[] shuffledIndices = new int[l2.Count];
shuffledIndices.ShuffledIndices(rand);
for (int i = 0; i < shuffledIndices.Length; i++)
{
InputPatternCollection.Add(l1[shuffledIndices[i]]);
OutputVectorCollection.Add(l2[shuffledIndices[i]]);
}
return;
}
/// <summary>
/// Adds pattern/vector pair into the bundle
/// </summary>
/// <param name="pattern">Input pattern of vectors</param>
/// <param name="outputVector">Output vector (ideal)</param>
public void AddPair(List <double[]> pattern, double[] outputVector)
{
InputPatternCollection.Add(pattern);
OutputVectorCollection.Add(outputVector);
return;
}