I played around with poetry, another different library for dependency management in python. In case you don't know it, feel free to get updated.

As with a lot of programming languages, you sometimes need software that can only be executed in a particular combination or dependencies and a specific version of the programming language. To handle this issue in python, I prefer the pyenv and pipenv combination.