Looks like a graphical version of Keras, wdyt @fchollet ? #keras #MLpic.twitter.com/rdJ72tTM8a
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@fchollet I find it interesting- the visual aspect and the interactivity. Since GUIs for Keras have been around, do you think it’s a trend - moving towards visual modeling?
I think ultimately there will be an IDE for deep learning, but "defining models" will be a very small part of it. It should cover everything from data management, data exploration, autoML search, benchmarks and evaluation...
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The problem with model def GUIs is that they only cover the easy part of the ML workflow (creating a Keras model) and they don't make it meaningfully easier -- the actions required are the same and the cognitive load on the user is the same. Except now it's visual instead of code
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For a GUI to make sense, it needs to make the underlying workflow significantly easier / simpler (i.e. fewer actions and reduce cognitive load). It also need to focus on the difficult parts of the ML workflow (not model definition), e.g. data management & problem definition
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