/// <summary>
/// Constructor from full specification
/// </summary>
/// <param name="spgf">Fixed parameters</param>
/// <param name="includePrior">Whether this instance includes the prior</param>
/// <param name="InducingDist">Inducing distribution</param>
/// <param name="pointFunc">If not null, set this as a point distribution</param>
public SparseGP(SparseGPFixed spgf, bool includePrior, VectorGaussian InducingDist, IFunction pointFunc)
{
fixedParameters = spgf;
IncludePrior = includePrior;
this.InducingDist = VectorGaussian.Copy(InducingDist);
this.pointFunc = pointFunc;
}