Sometimes you have no choice but to loop over a NumPy array. Writing the loop operation in a Cython module provides a way to perform the looping in C, rather than Python, and thus enables dramatic ...

If you are doing matrix-based or array-based math and you ... A common workaround is the multiprocessing module, which runs multiple instances of the Python interpreter on separate cores.