Numerical Methods in Python (Undergraduate level)

This repo is a collection of Jupyter notebooks covering fundamental numerical methods meant for a beginner. It is assumed the reader has previous knowledge in Calculus, Differential Equations, basic Linear Algebra, and some experience with Python and the NumPy library. There is an abundance of free Python tutorials available on the internet, whether it be on blogs/sites like mine or YouTube. If you have previous knowledge of Python but not NumPy, I think this is a good, succinct tutorial.

Lessons

(click the binder button above to interact with the notebooks in this repository!)

Truncation and Round-off Error

Finding Roots of Scalar Equations

Solution of Linear Systems - Direct Methods