Checklist for Debugging Neural Networks (towardsdatascience.com)

Reminds me of the Checklist Manifesto.

For complicated processes with a degree of failure, having a clear task list can help reduce errors.

Very solid list of concrete tasks for debugging a neural network. The emphasis on tracking is very underrated and much easier now than ever before.