Fast Mathematics with Numpy in Python

Numpy is a package that offers high-performance tools for data manipulation and mathematics in Python. In this tutorial we will give an overview of some of its features and focus on the importance of using such tools in Python. Python, indeed, is an interpreted language and loops over the data are very slow and not recommended. Numpy on the other hand offers performance which in most cases is comparable to compiled codes.