okay now that windows is not a factor, have you tried venvs (probably yes)
maybe try docker because someone has already suffered enough to prepackage it
if you are trying to CUDA just hope the stars align
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with java you will experience the great modern java vs java8 divide
go just works (mostly)
Venv is half the source of my problems because I cannot conceptually hang onto how many different ways and locations a different python version or set of tools is installed.
It *sounds* like a solution, but it’s just the thing I end up fighting with for hours after nothing works the basic way.
I feel you. I try to combine project A which depends on Ax, and want to use it with project B which depends on Bx, but x is of different versions. In which case I pick a specific version of x, and add the breaking change from the other version as an override patch. It just takes years of experience and a deep knowledge of Python I guess.