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Merged
penelopeysm merged 2 commits into from
Dec 27, 2025
Merged

Mark Enzyme as tested since PR merged #673

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f685bc8
Mark Enzyme as tested since PR merged
wsmoses Dec 27, 2025
03835e9
Update Turing re-exports in automatic differentiation docs
wsmoses Dec 27, 2025
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5 changes: 2 additions & 3 deletions usage/automatic-differentiation/index.qmd
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Expand Up @@ -23,7 +23,7 @@ You can switch between these using the unified [ADTypes.jl](https://github.com/S
For example, to use the [Mooncake.jl](https://github.com/compintell/Mooncake.jl) package for AD, you can run the following:

```{julia}
# Turing re-exports AutoForwardDiff, AutoReverseDiff, and AutoMooncake.
# Turing re-exports AutoEnzyme, AutoForwardDiff, AutoReverseDiff, and AutoMooncake.
# Other ADTypes must be explicitly imported from ADTypes.jl or
# DifferentiationInterface.jl.
using Turing
Expand Down Expand Up @@ -54,8 +54,7 @@ In principle, any AD library that DI provides an interface for can be used with

Note, however, that not all AD libraries in there are thoroughly tested on Turing models.
Thus, it is possible that some of them will either error (because they don't know how to differentiate through Turing's code), or maybe even silently give incorrect results (if you are very unlucky).
Turing is most extensively tested with **ForwardDiff.jl** (the default), **ReverseDiff.jl**, and **Mooncake.jl**.
We also run a smaller set of tests with Enzyme.jl.
Turing is most extensively tested with **ForwardDiff.jl** (the default), **Enzyme.jl**, **Mooncake.jl**, and **ReverseDiff.jl**.

::: {.callout-note}
## Gradient preparation
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