This repository contains the implementation of different matrix solving and nonlinear equation solving methods in python.
The cubic spline interpolation was written following the procedure described in the following document :
McKinley, Sky, and Megan Levine. "Cubic spline interpolation." College of the Redwoods 45.1 (1998): 1049-1060.