And, all of NumPy’s operations take place outside the Python runtime, so they aren’t constrained by Python’s limitations. Using NumPy for array and matrix math in Python ...

By default in NumPy and Cython, arrays are laid out in a contiguous fashion compatible with C. ::1 is our last element in the above sample, so we use int[:,::1] as our signature.