If I may, I'd recommend to make it clearer that this notebook demonstrates the legacy API, while the parent notebook provides examples for the current one.
And also provide a clear link to where that parent notebook is. I started using 0.4 now because this is where google and links sent me, and I did not find a clear path towards a more recent version.
BTW: thanks for providing an awsome library <3