Just a comment related to Anaconda.
Your Ubuntu 18.10 already has some Python installed and bringing in Python packages from outside of the Ubuntu ecology may create problems. I don't know how this works with Anaconda but I have 'been there, done that' with pip before I learned how to use pip properly.
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