MNT: use interactive matplotlib
MNT: use interactive matplotlib

switch '%matplotlib inline' -> '%matplotlib notebook'

Removed unneeded call to `plt.figure()`

jupyter/docker-demo-images,jupyter/docker-demo-images,jupyter/docker-demo-images