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Backend is no longer necessary IMO. Using a backend results in the following error on Jupyter.
Javascript Error: IPython is not defined
Also adding %matplotlib inline before importing matplotlib resolves the displaying of graphs.
%matplotlib inline
Should I fix them in the notebooks and send a PR?
Thanks.