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We'd need to separate the model(s) running from the CI tests in a meaningful way. Unfortunately that requires some refactoring so I suggest we postpone until 0.0.6.
To solve the actual problem, I think we should consider nbdev. It would provide a simple way to separate the functional code (encoding, building models, etc.) from training full models.
Every time we push to master we should run the notebooks to ensure that they still work as expected.
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