/// <summary>
/// Adds vectors into the bundle.
/// </summary>
/// <param name="inputVector">The input vector.</param>
/// <param name="computedVector">The computed vector.</param>
/// <param name="idealVector">The ideal vector.</param>
public void AddVectors(double[] inputVector, double[] computedVector, double[] idealVector)
{
InputVectorCollection.Add(inputVector);
ComputedVectorCollection.Add(computedVector);
IdealVectorCollection.Add(idealVector);
return;
}
/// <summary>
/// Shuffles stored pairs
/// </summary>
/// <param name="rand">Random object</param>
public void Shuffle(Random rand)
{
List <double[]> l1 = new List <double[]>(InputVectorCollection);
List <double[]> l2 = new List <double[]>(OutputVectorCollection);
InputVectorCollection.Clear();
OutputVectorCollection.Clear();
int[] shuffledIndices = new int[l2.Count];
shuffledIndices.ShuffledIndices(rand);
for (int i = 0; i < shuffledIndices.Length; i++)
{
InputVectorCollection.Add(l1[shuffledIndices[i]]);
OutputVectorCollection.Add(l2[shuffledIndices[i]]);
}
return;
}
/// <summary>
/// Adds sample data pair into the bundle
/// </summary>
/// <param name="inputVector">Input vector</param>
/// <param name="outputVector">Output vector (ideal)</param>
public void AddPair(double[] inputVector, double[] outputVector)
{
InputVectorCollection.Add(inputVector);
OutputVectorCollection.Add(outputVector);
return;
}