Add a section on a more complex example in the "how to implement a sampler" tutorial
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Description
In #468 we've introduced a tutorial on implementing samplers, but atm the inference alg is very simple. We should add a section at the end of the tutorial demonstrating how to "extend" this simple MALA sampler to the autoMALA sampler (see https://github.com/torfjelde/AutomaticMALA.jl)
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with the sampler implementation tutorial introduced in issue #468, then review AutomaticMALA.jl to understand the referenced autoMALA example. Add a final section demonstrating how the simple MALA sampler can be extended to autoMALA, and confirm the tutorial remains coherent and runnable.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- julia
- Domain
- documentation, machine-learning
- Issue type
- Documentation
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 45/100