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docs: correct context limitations (#722)
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DifferentiationInterface/docs/src/explanation/advanced.md

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@@ -16,10 +16,7 @@ Every context argument must be wrapped in a subtype of [`Context`](@ref) and com
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Right now, there are two kinds of context: [`Constant`](@ref) and [`Cache`](@ref).
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!!! warning
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This feature is still experimental and will not be supported by all backends.
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At the moment:
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- `Constant` is supported by all backends except symbolic ones
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- `Cache` is only supported by finite difference backends and [`AutoForwardDiff`](@ref), but it is not yet optimized
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Not every backend supports every type of context. See the documentation on [Backends](@ref) for more details.
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Semantically, both of these calls compute the partial gradient of `f(x, c)` with respect to `x`, but they consider `c` differently:
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