Flux.jl/src/tree.jl

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children(x) = ()
mapchildren(f, x) = x
function treelike(T, fs = fieldnames(T))
@eval begin
children(x::$T) = ($([:(x.$f) for f in fs]...),)
mapchildren(f, x::$T) = $T(f.(children(x))...)
end
end
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# TODO: prewalk/postwalk with correct caching
# This is only correct in general for idempotent functions
mapparams(f, x::AbstractArray) = f(x)
mapparams(f, x) = mapchildren(x -> mapparams(f, x), x)
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forparams(f, x) = (mapparams(x -> (f(x); x), x); return)
using DataFlow: OSet
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function params(m)
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ps, seen = [], OSet()
forparams(p -> p seen && (push!(ps, p); push!(seen, p)), m)
return ps
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end