Here is an example of the issue that I am finding with multiprocessing. The GUI effectively doubles when Multiprocessing is called. The reason for this is that Python's Multiprocessing calls ...

To overcome this limitation, we recommend leveraging Python’s multiprocessing module. Unlike threads, which share the same memory space and are subject to the GIL, multiprocessing creates separate ...

With Python 3.12, Snow and his cohort cleaned up Python’s internals enough to make subinterpreters useful, and they are adding a minimal module to the Python standard library called interpreters.