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 single-threaded. Just how is productivity in these fields being maintained with a single-threaded 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