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It's great you're trying to run tests on top of the notebook, we wrote a whole series about testing for ML, here's the first chapter. Ploomber actually allows you to run the tests as functions on-finish of a notebook/script, so it's similar to a CI essentially. I would focus more on the code/cells themselves and less on the outputs since those as you said, aren't static. I'd also keep the tests as a separate module.
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