I wish there is some package manager in middle of conda and pip. Conda is too strict and often get stuck in SAT solving. pip doesn't even ask when reinstalling a version currently being used.
Edit: Typo: reinstalling a version of package currently being used
Edit: Typo: reinstalling a version of package currently being used