JuliaGaussianProcesses / JuliaGaussianProcesses/KernelFunctions.jl

Fix Gabor the bad boy

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#284 3 comments 1 reaction 0 assignees View on GitHub

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Dominant language
Julia
Stars
275
Forks
41
PR merge metrics
No merged PRs in 30d

Description

The Gabor kernel constantly but randomly fails the CI tests. We should investigate if we can make a more stable implementation or something similar.

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First steps

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  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reproducing the intermittent CI failure for the Gabor kernel and inspect its implementation and related tests. Determine why the results are unstable, then make the implementation reliable enough that the CI tests pass consistently.

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Assessment

Tech stack
julia
Domain
machine-learning
Issue type
Bug
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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