Flux.jl: Document how to get from TrackedFoo to Foo
See each this conversation.
<@JonasIsensee>
Hey there,
I just started playing with Flux and ML in general for the first time.How can I plot predictions?
scatter(y, predict.(x))
gives me the following
MethodError: no method matching Float64(::Flux.Tracker.TrackedReal{Float64}<@JonasIsensee>
This seems to work
yhat = map(x -> x[1].data, predict.(x))
I can never remember how to do it.
And I always endup looking around the code base for:
related:
Is data(xs::AbstractArray{<:TrackedReal}) = data.(xs) defined?
Possibly it should be, if not
so that
AbstractArray{<:TrackedReal} and TrackedArray act the same
oxinabox
>All comments
We can mention this in the docs if we aren't already. Calling Tracker.data(x) seems like it's about as simple as this is going to get though.
The AbstractArray{<:TrackedReal} thing is tricky, especially because you don't want AbstractArray{Any} to behave differently. But I don't think it'd hurt to just always broadcast over any abstractarray.
MikeInnes
on 5 Oct 2018
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Most helpful comment
We can mention this in the docs if we aren't already. Calling
Tracker.data(x)seems like it's about as simple as this is going to get though.The
AbstractArray{<:TrackedReal}thing is tricky, especially because you don't wantAbstractArray{Any}to behave differently. But I don't think it'd hurt to just always broadcast over any abstractarray.