To add onto this I feel like one of the hard things about TF is that there is like at least 3 ways to do everything because they have supported multiple APIs an

To add onto this I feel like one of the hard things about TF is that there is like at least 3 ways to do everything because they have supported multiple APIs and migrated to eager. So if you find an example or an open source project it might not be for the flavor of tensorflow that your codebase is in.