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Open Source Science

https://github.com/clima/randomfeatures.jl

Modular random feature approximation in Julia

https://github.com/clima/randomfeatures.jl

Science Score: 33.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ○
    .zenodo.json file
  • ○
    DOI references
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ✓
    Committers with academic emails
    1 of 4 committers (25.0%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (8.1%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

Modular random feature approximation in Julia

Basic Info
Statistics
  • Stars: 11
  • Watchers: 5
  • Forks: 3
  • Open Issues: 5
  • Releases: 12
Created almost 4 years ago · Last pushed over 1 year ago
Metadata Files
Readme License

README.md

RandomFeatures.jl

RandomFeatures is a Julia implementation of random features for high-dimensional function emulation. It builds on an earlier Python implementation by Nick Nelsen, Maya Mutic, and Oliver Dunbar (RandomFeatureKernel).

| Documentation | dev | |----------------------|--------------------------------------------------| | DOI | DOI | | Docs Build | docs build | | Unit tests | unit tests | | Code Coverage | codecov | | Downloads | Downloads |

Requirements

Julia version 1.6+

Owner

  • Name: Climate Modeling Alliance
  • Login: CliMA
  • Kind: organization
  • Email: clima@caltech.edu

An alliance of scientists, engineers and applied mathematicians, dedicated to pioneering a new, data-informed approach to climate modeling

GitHub Events

Total
  • Create event: 11
  • Commit comment event: 2
  • Release event: 1
  • Issues event: 2
  • Watch event: 1
  • Delete event: 5
  • Issue comment event: 7
  • Push event: 32
  • Pull request event: 21
  • Fork event: 1
Last Year
  • Create event: 11
  • Commit comment event: 2
  • Release event: 1
  • Issues event: 2
  • Watch event: 1
  • Delete event: 5
  • Issue comment event: 7
  • Push event: 32
  • Pull request event: 21
  • Fork event: 1

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 103
  • Total Committers: 4
  • Avg Commits per committer: 25.75
  • Development Distribution Score (DDS): 0.262
Past Year
  • Commits: 26
  • Committers: 3
  • Avg Commits per committer: 8.667
  • Development Distribution Score (DDS): 0.5
Top Committers
Name Email Commits
odunbar o****r@c****u 76
Oliver Dunbar 4****r 17
CompatHelper Julia c****y@j****g 9
Thomas Jackson t****4@g****m 1
Committer Domains (Top 20 + Academic)
julialang.org: 1 caltech.edu: 1

Issues and Pull Requests

Last synced: 11 months ago

All Time
  • Total issues: 18
  • Total pull requests: 38
  • Average time to close issues: 12 days
  • Average time to close pull requests: 6 days
  • Total issue authors: 2
  • Total pull request authors: 4
  • Average comments per issue: 0.83
  • Average comments per pull request: 1.11
  • Merged pull requests: 37
  • Bot issues: 0
  • Bot pull requests: 10
Past Year
  • Issues: 0
  • Pull requests: 2
  • Average time to close issues: N/A
  • Average time to close pull requests: 25 minutes
  • Issue authors: 0
  • Pull request authors: 2
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 1
View more stats
Top Authors
Issue Authors
  • odunbar (17)
  • JuliaTagBot (1)
Pull Request Authors
  • odunbar (34)
  • github-actions[bot] (9)
  • dependabot[bot] (6)
  • tsj5 (1)
Top Labels
Issue Labels
bug (1)
Pull Request Labels
dependencies (6) github_actions (1)

Packages

  • Total packages: 1
  • Total downloads:
    • julia 2 total
  • Total dependent packages: 1
  • Total dependent repositories: 0
  • Total versions: 12
juliahub.com: RandomFeatures

Modular random feature approximation in Julia

  • Versions: 12
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Downloads: 2 Total
Rankings
Dependent repos count: 9.9%
Average: 32.9%
Dependent packages count: 38.9%
Forks count: 40.4%
Stargazers count: 42.3%
Last synced: 11 months ago

Dependencies

.github/workflows/DocPreviewCleanup.yml actions
  • actions/checkout v2 composite
.github/workflows/Docs.yml actions
  • actions/cache v1 composite
  • actions/checkout v2 composite
  • julia-actions/setup-julia v1 composite
  • styfle/cancel-workflow-action 0.9.1 composite
.github/workflows/JuliaFormatter.yml actions
  • actions/checkout v2 composite
  • dorny/paths-filter v2.9.1 composite
  • julia-actions/setup-julia latest composite
  • styfle/cancel-workflow-action 0.9.1 composite
.github/workflows/TagBot.yml actions
  • JuliaRegistries/TagBot v1 composite
.github/workflows/Tests.yml actions
  • actions/checkout v2 composite
  • codecov/codecov-action v1 composite
  • julia-actions/julia-buildpkg v1 composite
  • julia-actions/julia-runtest v1 composite
  • julia-actions/setup-julia v1 composite
  • styfle/cancel-workflow-action 0.9.1 composite
.github/workflows/CompatHelper.yml actions