/// <summary>
/// This reverses the effects of <see cref="Expand"/>. Expanded terms are removed if they exist.
/// </summary>
/// <param name="poly">The defiinition of the polynomial expansion.</param>
public void Contract()
{
for (int iCat = 0; iCat < this.Ncats; iCat++)
{
int nSamp = this.Neach[iCat];
for (int iSamp = 0; iSamp < nSamp; iSamp++)
{
float[] x = this.X[iCat][iSamp];
if (x.Length > this.Ndims)
{
this.X[iCat][iSamp] = Static.GetSubarray(x, 0, this.Ndims - 1);
}
}
}
}
/// <summary>
/// Computes the polynomial expansion in place. You can undo the expansion by calling <see cref="Contract"/>
/// </summary>
/// <param name="poly">The defiinition of the polynomial expansion.</param>
public void Expand(Poly poly)
{
for (int iCat = 0; iCat < this.Ncats; iCat++)
{
int nSamp = this.Neach[iCat];
for (int iSamp = 0; iSamp < nSamp; iSamp++)
{
float[] x = this.X[iCat][iSamp];
if (x.Length > this.Ndims)
{
this.X[iCat][iSamp] = poly.Expand(Static.GetSubarray(x, 0, this.Ndims - 1));
}
else
{
this.X[iCat][iSamp] = poly.Expand(x);
}
}
}
}