JuliaGaussianProcesses / JuliaGaussianProcesses/RandomFourierFeatures.jl
Alternate parameterisation
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- Julia
- Stars
- 3
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- 0
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Description
Add an option for the sin/cos parameterisation
Eq. 1 in https://arxiv.org/pdf/1506.02785.pdf
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 reading Eq. 1 in the linked paper and inspecting the repository's current random Fourier feature parameterisation. Identify where the sin/cos form is implemented and how options are exposed. Done means the alternate parameterisation can be selected and matches the paper's formulation, with suitable validation.
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