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Introduce a docs FAQ section #2431

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6 tasks
Tracked by #2420
mhauru opened this issue Dec 5, 2024 · 1 comment
Open
6 tasks
Tracked by #2420

Introduce a docs FAQ section #2431

mhauru opened this issue Dec 5, 2024 · 1 comment
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@mhauru
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mhauru commented Dec 5, 2024

  • "Why is my model slow?" Ref: Better performance guidelines and support for user #2414
  • "I changed one line of my model and now it's so much slower; why?" Ref: Better performance guidelines and support for user #2414 + how to investigate type-instabilities.
  • "Which automatic differentiation backend should I use?" Ref: Better performance guidelines and support for user #2414 and specifically Automate choice of AD backend #2417
  • "Why is this variable being treated as random instead of observed?" This is a question we get a lot. It's usually because it's not clear to the user that one can only manipulate expressions that explicitly occurs on the LHS of a ~, e.g. x ~ filldist(Normal(), 2) is in the model, but then they try do to condition(model, @varname(x[2]) => 1.0) or something.
  • "How do I implement a sampler for a Turing.jl model?" This should just reference a tutorial exactly on this.
  • "Can I use parallelism / threads in my model?" Yes, but we should point the user explicitly to where this is demonstrated and what to be aware of.

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@mhauru mhauru added this to the Turing v1.0.0 milestone Dec 5, 2024
@torfjelde
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Added some Qs + As-ish here @mhauru 👍

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