SciML / SciML/DataDrivenDiffEq.jl
Refactor STRRidge
Open
Nobody has claimed this yet.
enhancement
good first issue
help wanted
- Dominant language
- Julia
- Stars
- 430
- Forks
- 58
- Avg merge
- 6h 29m
- Merged PRs (30d)
- 28
Description
Has a very poor performance on bigger datasets due to naiive implementation. It's not a big issue, since SR3 performs well enough at the moment, but would be nice.
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
Locate the STRRidge implementation and establish a benchmark on larger datasets, using SR3 as the stated performance comparison. Clarify the intended algorithmic change and acceptance threshold before editing, then verify that STRRidge no longer exhibits the reported performance problem.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- julia
- Domain
- machine-learning
- Issue type
- Refactor
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100