JuliaGaussianProcesses / JuliaGaussianProcesses/AbstractGPs.jl
Should LatentFiniteGP contain the noise?
Nobody has claimed this yet.
- Dominant language
- Julia
- Stars
- 287
- Forks
- 27
- PR merge metrics
- No merged PRs in 30d
Description
Maybe I am missing the point but it feels like there is a discrepancy between LatentGP and AbstractGP although they kinda behave the same.
I don't understand why the noise should be built in LatentGP and not in LatentFiniteGP ?
Contributor guide
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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 comparing the definitions and behavior of LatentGP, LatentFiniteGP, and AbstractGP, focusing on where noise is constructed. Determine whether the discrepancy reflects an intentional design choice or requires an API change; the issue is complete only once that design question is resolved and the affected behavior is consistently defined.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- julia
- Domain
- machine-learning
- Issue type
- Refactor
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100