JuliaGaussianProcesses / JuliaGaussianProcesses/KernelFunctions.jl
Create `MOInputHeterotopic` type
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- Dominant language
- Julia
- Stars
- 275
- Forks
- 41
- PR merge metrics
- No merged PRs in 30d
Description
Might we want something similar to MOInputIsotopicByFeatures and MOInputIsotopicByOutputs for heterotopic data? I think this would be a good idea since we could then define some convenient helper functionality to extract observations associated to specific outputs, build the inputs, etc...
eg. get_output_input(X::MOInputHeterotopic, p::Int) could return the observations for output p
Originally brought up here.
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 the existing MOInputIsotopicByFeatures and MOInputIsotopicByOutputs types, then review the linked pull-request discussion. Determine the intended representation and helper scope for heterotopic data; the work is done when MOInputHeterotopic and the agreed observation/input extraction behavior are specified and covered by appropriate tests.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- julia
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100