In the notebook, it says

For completeness, our conversion is below, but you can skip it if you download the PyTorch-ready weights.

so you can use weights from TF, but there are some conversion steps. @ptrblck and I put the steps we took for the original authors’ weights in the notebook to help you.
Best regards
Thomas