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Within LTS Haskell 24.36 (ghc-9.10.3)

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  1. forward :: Backprop cat input output -> Backprop cat input (output, cache)

    inf-backprop InfBackprop

    Returns forward category. In the case cat = (->), the method coincides with Backprop cat input output itself but the output contains an additional data term cache with some calculation result that can be reused on in backward.

  2. forward :: Backprop cat input output -> Backprop cat input (output, cache)

    inf-backprop InfBackprop.Common

    Returns forward category. In the case cat = (->), the method coincides with Backprop cat input output itself but the output contains an additional data term cache with some calculation result that can be reused on in backward.

  3. forwardBackward :: forall (cat :: Type -> Type -> Type) y x . (Isomorphism cat, CatBiFunctor (,) cat) => Backprop cat y y -> Backprop cat x y -> Backprop cat x x

    inf-backprop InfBackprop.Common

    Implementation of the process illustrated in the diagram. The first argument is a backprop morphism y -> dy The second argument is a backprop morphism x -> y The output is the backprop x -> dx build according the diagram

  4. forget :: Additive x => BackpropFunc x ()

    inf-backprop Prelude.InfBackprop

    Transforms any function to unit (). It is not differentiable until StartBackprop is defined for (). However forget is useful if need to remove some data in the differentiable pipeline.

    Examples of usage

    >>> import InfBackprop (call, derivative)

    >>> f = first forget >>> (iso :: BackpropFunc ((), a) a) :: Additive a => BackpropFunc (a, a) a

    >>> call f (24, 42)
42

    >>> derivative f (24, 42)
(0,1)

  5. forgetFirst :: Additive x => BackpropFunc (x, y) y

    inf-backprop Prelude.InfBackprop

    Remove the first element of a tuple.

    Examples of usage

    >>> import InfBackprop (call, derivative)

    >>> call forgetFirst (24, 42)
42

    >>> derivative forgetFirst (24, 42)
(0,1)

  6. forgetSecond :: forall x y . Additive y => BackpropFunc (x, y) x

    inf-backprop Prelude.InfBackprop

    Remove the second element of a tuple.

    Examples of usage

    >>> import InfBackprop (call, derivative)

    >>> call forgetSecond (24, 42)
24

    >>> derivative forgetSecond (24, 42)
(1,0)

  7. forward :: MonadDOM m => History -> m ()

    jsaddle-dom JSDOM.Generated.History

    Mozilla History.forward documentation

  8. formData :: MonadDOM m => Response -> m Blob

    jsaddle-dom JSDOM.Generated.Response

    Mozilla Response.formData documentation

  9. formData_ :: MonadDOM m => Response -> m ()

    jsaddle-dom JSDOM.Generated.Response

    Mozilla Response.formData documentation

  10. forceRedraw :: MonadDOM m => SVGSVGElement -> m ()

    jsaddle-dom JSDOM.Generated.SVGSVGElement

    Mozilla SVGSVGElement.forceRedraw documentation

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