NumPy is known for being fast, but there's always room for improvement. Learn how to use Cython to iterate over NumPy arrays at the speed of C.

Likewise, let’s say we wanted to perform a reduction function—that is, apply .add along one axis of a multi-dimensional array, with the results being a new array with one less dimension.