Numeric.AD.Mode

AD modes

class (Num t, Num (Scalar t)) => Mode t where

Methods

isKnownConstant :: t -> Bool

allowed to return False for items with a zero derivative, but we'll give more NaNs than strictly necessary

isKnownZero :: t -> Bool

allowed to return False for zero, but we give more NaN's than strictly necessary then

auto :: Scalar t -> t

Embed a constant

(*^) :: Scalar t -> t -> t

Scalar-vector multiplication

(^*) :: t -> Scalar t -> t

Vector-scalar multiplication

(^/) :: Fractional (Scalar t) => t -> Scalar t -> t

Scalar division

zero :: t

zero = lift 0

Instances

Mode (ForwardDouble s)

(Mode t, Mode (Scalar t)) => Mode (On t)

Num a => Mode (Tower a s)

Num a => Mode (Id a s)

Num a => Mode (Sparse a s)

(Num a, Reifies * s Tape) => Mode (Reverse a s)

Num a => Mode (Kahn a s)

Num a => Mode (Forward a s)

(Num a, Traversable f) => Mode (Dense f a s)

type family Scalar t :: *