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what's your current linux distro?
(beehaw.org)
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Conda makes python soooo much easier. I never use apt for python things. If you use it a lot, you'll eventually have to learn how to work with different environments. But I promise it's easier than trying to solve dependency hell with some combination of apt and pip.