Parallelism in Python

Python as a language has enjoyed a decade of usage in both industry and academia. It has been the most popular abstractions to scientific computing and machine learning, yet the base remains singlethreaded. Just how is productivity in these fields being maintained with a singlethreaded language Python has a terrible reputation when it comes to its parallel processing capabilities. Ignoring the standard arguments about its threads and the GIL (which are mostly valid), the real problem with parallelism i