I was having problems running the first cell of the notebooks due to a problem importing matplotlib
Python is not installed as a framework. The Mac OS X backend will not be able to function correctly if Python is not installed as a framework
I solved this by creating a ~/.matplotlib/matplotlibrc file containing the line backend: TkAgg. Restarting jupyter notebook was also required.