Introduction to Numpy and the Python Array API standard
The CPython interpreter is very slow for low level numerical computing. Moreover, the language itself has no numerical multi-dimensional arrays.
A package (Numpy) based on native (C) extensions has been developed to provide such objects (Numpy arrays) and utilities to express array algorithm in high-level syntaxes.