Currently we have to manually update the tutorial TOC:
https://github.com/tensorflow/addons/blob/master/docs/tutorials/_toc.yaml
This is error prone and we would like to to build and test this in our CI if possible. Currently PR #1653 is out to determine the best way to do this.