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Doc comments for non-mutating methods often start with `Returns a ... by ing ...` instead of `s ...`. Quite a few doc comments in the library do not follow this...

rxwei

RNNCell output: `Output` and `State`?

3

There's something that's really bugging me about the RNNCell protocol: that `TimeStepOutput` is separate from the `State`. RNN Cells, at least as far as I've seen them in other languages,...

tanmayb123

Recursive Neural Networks (structured data/trees)

3

I can't wait for AutoDiff to support control flow. On that topic, I had a quick question: how easy/difficult would it be to implement recursive (not recurrent) neural networks? (https://stackoverflow.com/questions/26022866/how-can-a-tree-be-encoded-as-input-to-a-neural-network)...

tanmayb123

Provide a way to access non-differentiable model state from `Optimizer.update`.

6

@dominikgrewe pointed out that K-FAC needs to access the model's non-differentiable internal state from `Optimizer.update(_:along:)`. My initial idea is to change the optimizer API to the following: ```swift public protocol...

rxwei