There are several general interpolation facilities available in SciPy, for data in 1, 2, and higher dimensions: A class representing an interpolant (interp1d) in 1-D, offering several interpolation methods. Convenience function griddata offering a simple interface to interpolation in N dimensions (N = 1, 2, 3, 4, …). Object-oriented interface for the underlying routines is also available. Function