JuliaGaussianProcesses / JuliaGaussianProcesses/KernelFunctions.jl
Bandwith selection via the heat equation
Open
Nobody has claimed this yet.
enhancement
- Dominant language
- Julia
- Stars
- 275
- Forks
- 41
- PR merge metrics
- No merged PRs in 30d
Description
We could also implement this approach (Section 5) https://arxiv.org/pdf/1807.01750.pdf
Originally posted by @theogf in https://github.com/JuliaGaussianProcesses/KernelFunctions.jl/issues/245#issuecomment-766824569
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 Section 5 of the linked paper and comparing its heat-equation bandwidth-selection approach with KernelFunctions.jl. The issue names no files, tests, entry points, API, or acceptance criteria, so clarify the intended behavior and scope before implementation.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- julia
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100