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Open Source Science

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

ðŸŽē Parameter estimation for Oceananigans using EnsembleKalmanProcesses

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

Science Score: 54.0%

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
    Found 7 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ✓
    Committers with academic emails
    1 of 8 committers (12.5%) from academic institutions
  • ✓
    Institutional organization owner
    Organization clima has institutional domain (clima.caltech.edu)
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (11.4%) to scientific vocabulary

Keywords

climate-science julia machine-learning ocean-modelling parameter-estimation turbulence-closures turbulence-models

Keywords from Contributors

data-assimilation fluid-dynamics oceanography ode ocean climate-model climate pde neural-sde numerics
Last synced: 5 months ago · JSON representation

Repository

ðŸŽē Parameter estimation for Oceananigans using EnsembleKalmanProcesses

Basic Info
Statistics
  • Stars: 21
  • Watchers: 5
  • Forks: 6
  • Open Issues: 34
  • Releases: 21
Topics
climate-science julia machine-learning ocean-modelling parameter-estimation turbulence-closures turbulence-models
Created over 4 years ago · Last pushed about 1 year ago
Metadata Files
Readme License

README.md

ParameterEstimocean.jl

A Julia package that leverages Oceananigans.jl and EnsembleKalmanProcesses.jl to calibrate ocean turbulence parametrizations.

ParameterEstimocean.jl is developed by the Climate Modeling Alliance and heroic external collaborators.

Continuous Integration: Build Status

Code Coverage: codecov

Stable Release Documentation: Build Status

Latest Documentation: Build Status

Zenodo: DOI

Installation

To install, use Julia's built-in package manager (accessed by pressing ] in the Julia REPL command prompt) to add the package and also to instantiate/build all the required dependencies. To install the latest tagged version of the package, use

julia julia> ] (v1.6) pkg> add ParameterEstimocean (v1.6) pkg> instantiate

Alternatively, if you'd like to be in the cutting-edge of the package's latest developments you may install the version on the #main branch (or any other branch or commit), e.g.

julia julia> ] (v1.6) pkg> add ParameterEstimocean#main (v1.6) pkg> instantiate

Citing

The code is citable via zenodo. Please cite as:

Adeline Hillier, Gregory L. Wagner, and Navid C. Constantinou. (2022). CliMA/ParameterEstimocean.jl: ParameterEstimocean.jl v0.14.1 (Version v0.14.1). Zenodo. http://doi.org/10.5281/zenodo.5762810

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
  • Watch event: 1
  • Push event: 5
  • Fork event: 1
  • Create event: 1
Last Year
  • Watch event: 1
  • Push event: 5
  • Fork event: 1
  • Create event: 1

Committers

Last synced: about 2 years ago

All Time
  • Total Commits: 1,268
  • Total Committers: 8
  • Avg Commits per committer: 158.5
  • Development Distribution Score (DDS): 0.58
Past Year
  • Commits: 137
  • Committers: 4
  • Avg Commits per committer: 34.25
  • Development Distribution Score (DDS): 0.489
Top Committers
Name Email Commits
Navid C. Constantinou n****y 532
Gregory Wagner w****g@g****m 415
Adeline Hillier a****0@g****m 271
Adeline Hillier 5****r 28
CompatHelper Julia c****y@j****g 10
simone-silvestri s****0@g****m 6
Pietro Monticone 3****e 5
Daniel-Huang d****g@c****u 1
Committer Domains (Top 20 + Academic)
caltech.edu: 1 julialang.org: 1

Issues and Pull Requests

Last synced: about 1 year ago

All Time
  • Total issues: 22
  • Total pull requests: 93
  • Average time to close issues: 4 months
  • Average time to close pull requests: 15 days
  • Total issue authors: 5
  • Total pull request authors: 5
  • Average comments per issue: 3.55
  • Average comments per pull request: 1.19
  • Merged pull requests: 49
  • Bot issues: 0
  • Bot pull requests: 32
Past Year
  • Issues: 1
  • Pull requests: 1
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 1
  • Pull request authors: 1
  • Average comments per issue: 1.0
  • Average comments per pull request: 2.0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • glwagner (8)
  • navidcy (8)
  • adelinehillier (4)
  • francispoulin (1)
  • JuliaTagBot (1)
Pull Request Authors
  • navidcy (34)
  • github-actions[bot] (32)
  • glwagner (20)
  • adelinehillier (6)
  • pitmonticone (1)
Top Labels
Issue Labels
❓ question (5) 🐞 bug (1) 🚰 user experience (1) 📔 documentation (1) ðŸĪĨ enhancement (1) feature ðŸ—― (1) ðŸ“Ķ package (1) ðŸŠĪ tests (1) ðŸŽŪ gpu (1) 🚑 help wanted (1)
Pull Request Labels
📔 documentation (10) ðŸ“Ķ package (10) ðŸĪĨ enhancement (4) 🐞 bug (3) ðŸŠĪ tests (2) feature ðŸ—― (1) ðŸšĻ DO NOT MERGE ðŸšĻ (1) ðŸŽŪ gpu (1)

Packages

  • Total packages: 1
  • Total downloads: unknown
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 5
juliahub.com: ParameterEstimocean

ðŸŽē Parameter estimation for Oceananigans using EnsembleKalmanProcesses

  • Versions: 5
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent repos count: 9.9%
Average: 25.7%
Stargazers count: 25.8%
Forks count: 28.1%
Dependent packages count: 38.9%
Last synced: 6 months ago

Dependencies

.github/workflows/CompatHelper.yml actions
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.github/workflows/DocPreviewCleanup.yml actions
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.github/workflows/Documenter.yml actions
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.github/workflows/TagBot.yml actions
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.github/workflows/ci.yml actions
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  • julia-actions/julia-buildpkg v1 composite
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  • julia-actions/julia-runtest v1 composite
  • julia-actions/setup-julia latest composite