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

Climate Machine: an Earth System Model that automatically learns from data

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

Science Score: 20.0%

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

  • ○
    CITATION.cff file
  • ○
    codemeta.json file
  • ○
    .zenodo.json file
  • ○
    DOI references
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ✓
    Committers with academic emails
    17 of 56 committers (30.4%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (10.4%) to scientific vocabulary

Keywords

climate climate-change gpu julia

Keywords from Contributors

data-assimilation fluid-dynamics julialang julia-package heterogeneous-parallel-programming ocean mpi land land-surface-model numerical
Last synced: 10 months ago · JSON representation

Repository

Climate Machine: an Earth System Model that automatically learns from data

Basic Info
Statistics
  • Stars: 459
  • Watchers: 36
  • Forks: 79
  • Open Issues: 350
  • Releases: 2
Archived
Topics
climate climate-change gpu julia
Created over 7 years ago · Last pushed over 3 years ago
Metadata Files
Readme License

README.md

ClimateMachine.jl

NOTE THAT THIS REPO IS NOT CURRENTLY BEING MAINTAINED. PLEASE SEE THE FOLLOWING REPOSITORIES:

The Climate Machine is a new Earth system model that leverages recent advances in the computational and data sciences to learn directly from a wealth of Earth observations from space and the ground. The Climate Machine will harness more data than ever before, providing a new level of accuracy to predictions of droughts, heat waves, and rainfall extremes.

| Documentation | dev | |----------------------|--------------------------------------------------| | Docs Build | docs build | | Unit tests | unit tests | | Code Coverage | codecov | | Bors | Bors enabled | | DOI | Zenodo |

For installation instructions and explanations on how to use the Climate Machine, please look at the Documentation.

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: 10
  • Fork event: 2
Last Year
  • Watch event: 10
  • Fork event: 2

Committers

Last synced: 11 months ago

All Time
  • Total Commits: 2,780
  • Total Committers: 56
  • Avg Commits per committer: 49.643
  • Development Distribution Score (DDS): 0.8
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Jeremy E Kozdon j****n@n****u 555
Charles Kawczynski k****s@g****m 546
Simon Byrne s****e@g****m 303
Maciej Waruszewski m****z@i****l 225
asraero a****r@c****u 176
Lucas C Wilcox l****s@s****m 127
K Pamnany k****y@g****m 95
Thomas Gibson g****0@h****m 92
Brandon Allen b****n@m****u 81
Anna Jaruga a****a@c****u 80
Valeria Barra v****1@g****m 58
Jake Bolewski j****i@g****m 46
github-actions[bot] 4****] 43
Tapio Schneider t****o@c****u 38
ilopezgp i****p@g****m 37
skandalaCLIMA s****a@c****u 31
Daniel Z. Huang h****4@g****m 22
yairchn y****n@c****u 15
Zhaoyi Shen p****y@g****m 15
vogel-d d****l@g****t 15
lenka l****a@c****u 14
James Schloss j****s@g****m 14
sm s****s@n****u 13
Katherine Deck k****k@c****u 13
Akshay Sridhar 4****o 12
yassine y****i@g****m 10
Charlie Kawczynski c****i@d****u 10
SIMONE MARRAS s****e@S****l 9
Jia j****h@g****m 9
Valentin Churavy v****y@g****m 7
and 26 more...
Committer Domains (Top 20 + Academic)
caltech.edu: 9 mit.edu: 2 nps.edu: 2 posteo.de: 1 chrisrackauckas.com: 1 dn51skl4.sunet: 1 hpc-91-33.cm.cluster: 1 pm.me: 1 ocean.mit.edu: 1 dhcp-103-207.caltech.edu: 1 njit.edu: 1 gmx.net: 1 swirlee.com: 1 igf.fuw.edu.pl: 1

Issues and Pull Requests

Last synced: 11 months ago

All Time
  • Total issues: 502
  • Total pull requests: 1,842
  • Average time to close issues: 2 months
  • Average time to close pull requests: 15 days
  • Total issue authors: 33
  • Total pull request authors: 51
  • Average comments per issue: 3.31
  • Average comments per pull request: 7.57
  • Merged pull requests: 1,276
  • Bot issues: 0
  • Bot pull requests: 259
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • charleskawczynski (107)
  • jkozdon (51)
  • smarras79 (45)
  • simonbyrne (40)
  • kpamnany (30)
  • bischtob (25)
  • akshaysridhar (18)
  • szy21 (17)
  • glwagner (16)
  • kmdeck (16)
  • trontrytel (15)
  • blallen (13)
  • tapios (13)
  • jakebolewski (11)
  • LenkaNovak (9)
Pull Request Authors
  • charleskawczynski (455)
  • github-actions[bot] (259)
  • jkozdon (196)
  • simonbyrne (152)
  • kpamnany (87)
  • mwarusz (87)
  • blallen (71)
  • akshaysridhar (59)
  • jakebolewski (40)
  • ilopezgp (39)
  • lcw (37)
  • yairchn (32)
  • smarras79 (31)
  • trontrytel (31)
  • sriharshakandala (27)
Top Labels
Issue Labels
enhancement (80) bug (56) AtmosDycore (35) Diagnostics (31) User Interface (25) ClimateMachine 🤖 (24) Atmos (24) Thermodynamics (23) Documentation 📜 (23) CI (21) Ocean 🌊 (13) help wanted (11) DG Kernels (11) Defensive programming (11) Boundary Conditions (10) good first issue (10) AtmosTCC (9) Timestepping (8) Naming Conventions (8) Abstractions 🎨 (7) GPU (7) Microphysics (7) question (7) Julia (7) MPIStateArray (6) Numerics 🔢 (6) EDMF (6) Benchmarking (5) land - soil - water (4) House cleaning 🧹 (4)
Pull Request Labels
Documentation 📜 (105) Atmos (67) Ocean 🌊 (62) Thermodynamics (55) Diagnostics (54) Refactor (44) CompatHelper (40) DG Kernels (40) CI (35) Bug-fix (35) User Interface (33) tests (33) Timestepping (27) Numerics 🔢 (24) Microphysics (22) EDMF (22) enhancement (21) Boundary Conditions (20) AtmosDycore (20) ClimateMachine 🤖 (20) do-not-merge-yet (19) Defensive programming (15) AtmosTCC (14) Abstractions 🎨 (13) bug (13) Naming Conventions (12) House cleaning 🧹 (11) Linear Solvers (9) MPIStateArray (9) SurfaceFluxes (8)

Packages

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

Climate Machine: an Earth System Model that automatically learns from data

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Stargazers count: 1.3%
Forks count: 1.4%
Dependent repos count: 9.9%
Average: 12.9%
Dependent packages count: 38.9%
Last synced: 10 months ago

Dependencies

.github/workflows/CompatHelper.yml actions
  • julia-actions/setup-julia latest composite
.github/workflows/Coverage.yaml actions
  • actions/checkout v2.2.0 composite
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  • julia-actions/setup-julia latest composite
.github/workflows/DocCleanup.yml actions
  • actions/checkout v2 composite
.github/workflows/Documenter.yaml actions
  • actions/cache v1 composite
  • actions/checkout v2.2.0 composite
  • julia-actions/setup-julia latest composite
  • styfle/cancel-workflow-action 0.4.0 composite
.github/workflows/JuliaFormatter.yml actions
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  • dorny/paths-filter v2.9.1 composite
  • julia-actions/setup-julia latest composite
  • styfle/cancel-workflow-action 0.4.0 composite
.github/workflows/Linux-UnitTests.yml actions
  • actions/cache v1 composite
  • actions/checkout v2.2.0 composite
  • julia-actions/setup-julia latest composite
  • styfle/cancel-workflow-action 0.4.0 composite
.github/workflows/OS-UnitTests.yml actions
  • actions/cache v1 composite
  • actions/checkout v2.2.0 composite
  • dorny/paths-filter v2 composite
  • julia-actions/setup-julia latest composite
  • styfle/cancel-workflow-action 0.4.0 composite
.github/workflows/PR-Comment.yml actions
  • CliMA/buildkite-pipeline-action master composite
  • octokit/request-action v2.0.26 composite
  • peter-evans/create-or-update-comment v1 composite