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Manual
haskell.org
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fmap package:backprop
fmap
:: (Traversable f, Backprop a, Backprop b, Reifies s W) => (BVar s a -> BVar s b) -> BVar s (f a) -> BVar s (f b)
backprop
Prelude.Backprop
Lifted
fmap
. Lifts backpropagatable functions to be backpropagatable functions on
Traversable
Functor
s.
fmap
:: (Traversable f, Reifies s W) => AddFunc a -> AddFunc b -> ZeroFunc a -> ZeroFunc b -> (BVar s a -> BVar s b) -> BVar s (f a) -> BVar s (f b)
backprop
Prelude.Backprop.Explicit
fmap
, but taking explicit
add
and
zero
.
fmap
:: (Traversable f, Num a, Num b, Reifies s W) => (BVar s a -> BVar s b) -> BVar s (f a) -> BVar s (f b)
backprop
Prelude.Backprop.Num
fmap
, but with
Num
constraints instead of
Backprop
constraints.
fmap
Const
:: (Functor f, Foldable f, Backprop b, Backprop (f a), Reifies s W) => BVar s b -> BVar s (f a) -> BVar s (f b)
backprop
Prelude.Backprop
Efficient version of
fmap
when used to "replace" all values in a
Functor
value.
fmapConst
x =
fmap
(
const
x)
but much more efficient.
fmap
Const
:: (Functor f, Foldable f, Reifies s W) => AddFunc (f a) -> AddFunc b -> ZeroFunc (f a) -> ZeroFunc b -> BVar s b -> BVar s (f a) -> BVar s (f b)
backprop
Prelude.Backprop.Explicit
fmapConst
, but taking explicit
add
and
zero
.
fmap
Const
:: (Functor f, Foldable f, Num b, Num (f a), Reifies s W) => BVar s b -> BVar s (f a) -> BVar s (f b)
backprop
Prelude.Backprop.Num
fmapConst
, but with
Num
constraints instead of
Backprop
constraints.