Interpolation and fitting

Polynomial interpolation
1D polynomial interpolation

Rational interpolation
1D rational interpolation

Spline interpolation and fitting
1D spline interpolation and fitting


Bilinear spline interpolation
Bilinear spline interpolation

Bicubic interpolation/fitting
Large-scale bicubic spline interpolation/fitting (regular and scattered datasets)


Linear/nonlinear least squares
Least squares fitting (linear/nonlinear)

Fast RBF interpolation/fitting
Scattered interpolation/fitting in O(N*logN) time.


Introduction to RBF's
Introductory course to RBF interpolation


OUTDATED ARTICLE: bilinear and bicubic spline interpolation
Bilinear/bicubic spline