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Add an example to the readme? (#2067)
* add example to readme * add installation note, tweak * tweak wording, remove tutorials link * try adding comments * mv slack to text, add downloads badge * change to use logitcrossentropy * mention that loss(x,y) closes over model this is a slightly weird feature of our API... and since we also call logitcrossentropy a loss function, perhaps we should emphasize that loss(x,y) is a new thing just for this model, not a function for all time.
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