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.

-- 
Martin Schöön