Add tutorial describing behavior of tinygp wrt to plates in numpyro
Open
Nobody has claimed this yet.
documentation
enhancement
- Dominant language
- Python
- Stars
- 349
- Forks
- 35
- Avg merge
- 2d 2h
- Merged PRs (30d)
- 1
Description
Suggested by @EdwardRaff in #39
Manual vmaping is needed, as described over there. One possible demo would be something like GPLVM.
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 by reading issue #39 and the existing tutorial structure to understand the requested NumPyro plate behavior and manual vmap usage. Document the behavior and include a GPLVM-style example, making clear when manual vectorization is needed.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- documentation, machine-learning
- Issue type
- Documentation
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100