Higher order interpolation python

1. How do you make interpolation faster in Python?
2. How to do bicubic interpolation in Python?
3. What is Scipy interpolation?

How do you make interpolation faster in Python?

The simplest solution is to use something which can be vectorized. eg. ynew = function(xnew);simps(ynew,xnew) This is much faster, but depending on the inputs less accurate.

How to do bicubic interpolation in Python?

The interpolation code is shown below in the function bicubic_interpolation . In the function bicubic_interpolation the inputs are xi = old x data range, yi = old y range, zi = old values at grids points (x,y), xnew , and ynew are the new horizontal data ranges.

What is Scipy interpolation?

Interpolation is a technique of constructing data points between given data points. The scipy. interpolate is a module in Python SciPy consisting of classes, spline functions, and univariate and multivariate interpolation classes.