SciML/DataDrivenDiffEq.jl

Refactor STRRidge

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#57 opened on Mar 12, 2020

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 (0 comments) (0 reactions) (0 assignees)Julia (58 forks)auto 404
enhancementgood first issuehelp wanted

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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

Research direction
Profile STRRidge to identify bottlenecks, then optimize using vectorization or better linear algebra routines.
Tech stack
None
Domain
performance
Issue type
Refactor
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-3 hours
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
Julia
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
75