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Huw Campbell 2017-01-19 23:08:01 +11:00
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@ -66,8 +66,8 @@ Usage
To perform back propagation, one can call the eponymous function To perform back propagation, one can call the eponymous function
```haskell ```haskell
backPropagate :: forall input target shapes layers. (Head shapes ~ input, Last shapes ~ target) backPropagate :: forall shapes layers.
=> Network layers shapes -> S input -> S target -> Gradients layers Network layers shapes -> S (Head shapes) -> S (Last shapes) -> Gradients layers
``` ```
which takes a network, appropriate input and target data, and returns the which takes a network, appropriate input and target data, and returns the
back propagated gradients for the network. The shapes of the gradients are back propagated gradients for the network. The shapes of the gradients are