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This doesn't make sense as a requirement - you make no mention of the data. "How it works" will always depend, in part, on the data, you can't fully separate the algorithm from the data if you want to answer questions about why learning works the way it does. IMO.


It does make sense. An explanation of NNs must help people choose hyperparameter values ***based on*** the data.




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