Added support for testing Colab notebooks.
Testing is done by running "jupyter nbconvert --to notebook" and
then parsing the resulting notebook to look for errors.
One can declare expected errors, and the test will fail if those
are missing.
In the process of doig this, found and fixed a bug in the autodiff_cookbook
notebook.
