The python thread module does provide concurrency, however the Python GIL (Global Interpreter Lock) prevents the threads from running in parallel as each thread has to wait for the GIL to be released ...

Monte Carlo and Python benchmark This repo is an experiment about GIL, multiprocess vs thread, CPython vs PyPy.