Tension spline interpolation python

1. What is spline interpolation Python?
2. Can splines be used for interpolation?
3. How do you make interpolation faster in Python?

What is spline interpolation Python?

Interpolation is a method of estimating unknown data points in a given dataset range. Discovering new values between two data points makes the curve smoother. Spline interpolation is a type of piecewise polynomial interpolation method.

Can splines be used for interpolation?

The Spline tool uses an interpolation method that estimates values using a mathematical function that minimizes overall surface curvature, resulting in a smooth surface that passes exactly through the input points.

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.