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Handle tuples with types in them

@Keno could you give this a review, and see if you think of a better way?

iterate(::typeof(copyto!))

TBH `@dynamo` is largely unmaintained as it isn't used by Zygote, and keeping Zygote working is main thing that prompts PRs against this repo

FAQ Broken Links

I am guessing they are now mostly in https://book.sciml.ai/lectures/ ? is that right @ChrisRackauckas ?

FAQ Broken Links

ok we just need to identify which pages are which, or create a new set of links to new appropriate content from there.

`Reusable` and `NonReusable` capability

Before merging I want to see a PR on Zygote where this is hooked into the code for gradient vs jacobian. So we know this isn't a feature that won't...

human_name vs Base.nameof

I'm using it to make tables of results comparing different models

Avoid device-to-host copy in `∇getindex!`

Can this package extension live in GPUArrays or one of the other packages this is a extension on? It;s out general policy not to have rules that are applicable to...

Avoid device-to-host copy in `∇getindex!`

That is a fair point, we did apparently already make an exception for `AbstractGPUArray`s for some reason I can not recall

Differences in `Base.Iterators.map` and `IterTools.imap`

They are identical and we should delete ours. it is just that this is older than that being in `Base.Iterators`

bump compat for AbstractDifferentiation to 0.6

Yes, I tried this the other day. This fixes a bunch of stuff that was erroring due to getting rid of closures, Which means we don't need mutation support for...