Sat, 20 Feb 2021 16:26:02 -0500
Add DifferentiableFN
module DifferentiableFN using ..LinOps export DiffF, value, differential, adjoint_differential abstract type DiffF{X,Y,T} end function value(f :: D, x :: X) :: Y where {X, Y, T <: LinOp{X,Y}, D <: DiffF{X,Y,T}} @error "`value` unimplemented" end # function (f :: D)(x::X) where {X, Y, T <: LinOp{X, Y}, D <: DiffF{X, Y, T}} # return value(x) # end function differential(f :: DiffF{X,Y,T}, x :: X) :: T where {X, Y, T <: LinOp{X, Y}} @error "`differential` unimplemented" end function adjoint_differential(f :: DiffF{X,Y,T}, x :: X) :: T where {X, Y, T <: LinOp{X, Y}} @error "`adjoint_differential` unimplemented" end function adjoint_differential(f :: DiffF{X,Y, T}, x :: X) :: T where {X, Y, T <: AdjointableOp{X, Y}} return AdjointOp(differential(f, x)) end end