I have installed Jupyter Notebook on ubuntu 16.04 using pip3. I can execute jupyter notebook command. It opens and shows a list of current path directories.
jupyter notebook
Seems like the problem is in the last release, so
pip install notebook==5.6.0
must solve the problem!