CalibrateEmulateSample.jl

CalibrateEmulateSample.jl: Accelerated Parametric Uncertainty Quantification - Published in JOSS (2024)

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

Science Score: 98.0%

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
Found .zenodo.json file
✓
DOI references
Found 4 DOI reference(s) in README and JOSS metadata
✓
Academic publication links
Links to: joss.theoj.org, zenodo.org
✓
Committers with academic emails
3 of 19 committers (15.8%) from academic institutions
✓
Institutional organization owner
Organization clima has institutional domain (clima.caltech.edu)
✓
JOSS paper metadata
Published in Journal of Open Source Software

Keywords from Contributors

climate climate-change data-assimilation fluid-dynamics ocean pde surrogate nonlinear numerical-methods mpi

Last synced: 6 months ago · JSON representation

Repository

Stochastic Optimization, Learning, Uncertainty and Sampling

Basic Info

Host: GitHub
Owner: CliMA
License: apache-2.0
Language: Julia
Default Branch: main
Homepage: https://clima.github.io/CalibrateEmulateSample.jl/dev
Size: 39.9 MB

Statistics

Stars: 88
Watchers: 12
Forks: 18
Open Issues: 37
Releases: 11

Created almost 7 years ago · Last pushed 6 months ago

Metadata Files

Readme License

CalibrateEmulateSample.jl

Implements a derivative-free machine-learning-accelerated pipeline for uncertainty quantification.

| Documentation | | |---------------------:|:-------------------------------------------------| | JOSS | | | DOI | | | Docs Build | | | Unit tests | | | Code Coverage | | | Downloads | |

Owner

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

Website: https://clima.caltech.edu
Repositories: 67
Profile: https://github.com/CliMA

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

JOSS Publication

CalibrateEmulateSample.jl: Accelerated Parametric Uncertainty Quantification

Published

May 06, 2024

DOI

10.21105/joss.06372

Volume 9, Issue 97, Page 6372

Authors

Oliver R. a. Dunbar

Geological and Planetary Sciences, California Institute of Technology

Melanie Bieli
Swiss Re Ltd.

Alfredo Garbuno-Iñigo

Department of Statistics, Mexico Autonomous Institute of Technology

Michael Howland

Civil and Environmental Engineering, Massachusetts Institute of Technology

Andre Nogueira de Souza

Earth, Atmospheric, and Planetary Sciences, Massachusetts Institute of Technology

Laura Anne Mansfield

Earth System Science, Doerr School of Sustainability, Stanford University

Gregory L. Wagner

Earth, Atmospheric, and Planetary Sciences, Massachusetts Institute of Technology

N. Efrat-Henrici
Geological and Planetary Sciences, California Institute of Technology

Editor

Stefan Appelhoff

GitHub Events

Total

Fork event: 2
Create event: 29
Commit comment event: 12
Issues event: 22
Release event: 3
Watch event: 2
Delete event: 8
Member event: 2
Issue comment event: 41
Push event: 311
Pull request review event: 32
Pull request review comment event: 44
Pull request event: 52

Last Year

Fork event: 2
Create event: 29
Commit comment event: 12
Issues event: 22
Release event: 3
Watch event: 2
Delete event: 8
Member event: 2
Issue comment event: 41
Push event: 311
Pull request review event: 32
Pull request review comment event: 44
Pull request event: 52

Committers

Last synced: 7 months ago

All Time

Total Commits: 426
Total Committers: 19
Avg Commits per committer: 22.421
Development Distribution Score (DDS): 0.455

Past Year

Commits: 23
Committers: 2
Avg Commits per committer: 11.5
Development Distribution Score (DDS): 0.13

Top Committers

Name	Email	Commits
odunbar	o**r@c**u	232
Dima Burov	d**0@g**m	34
Charles Kawczynski	k**s@g**m	23
mhowlan3	m**3@g**m	23
Melanie Bieli	m**i@b**h	19
Thomas Jackson	t**4@g**m	18
Ignacio	i**o@c**u	16
CompatHelper Julia	c**y@j**g	12
Simon Byrne	s**e@g**m	12
Jake Bolewski	j**i@g**m	11
bielim	b****m	5
Alfredo Garbuno	a**o@i**x	4
Laura Mansfield	l**n@s**u	4
github-actions[bot]	4****]	3
sandreza	a**a@g**m	3
Melanie	m**e@c**l	3
szy21	1****1	2
Arfon Smith	a****n	1
Pietro Monticone	3****e	1

Committer Domains (Top 20 + Academic)

caltech.edu: 2 charney.bieli.email: 1 stanford.edu: 1 itam.mx: 1 julialang.org: 1 bluewin.ch: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time

Total issues: 94
Total pull requests: 179
Average time to close issues: 4 months
Average time to close pull requests: 22 days
Total issue authors: 24
Total pull request authors: 18
Average comments per issue: 1.0
Average comments per pull request: 3.29
Merged pull requests: 144
Bot issues: 0
Bot pull requests: 32

Past Year

Issues: 21
Pull requests: 50
Average time to close issues: about 1 month
Average time to close pull requests: 11 days
Issue authors: 3
Pull request authors: 5
Average comments per issue: 0.14
Average comments per pull request: 1.28
Merged pull requests: 35
Bot issues: 0
Bot pull requests: 11

View more stats

Top Authors

Issue Authors

odunbar (62)
ilopezgp (5)
matt-graham (4)
benxro (2)
nefrathenrici (1)
bielim (1)
mhowlan3 (1)
JuliaTagBot (1)
nickhnelsen (1)
charleskawczynski (1)
simonbyrne (1)
szy21 (1)
pitmonticone (1)
ali-ramadhan (1)
plcrodrigues (1)

Pull Request Authors

odunbar (134)
github-actions[bot] (25)
dependabot[bot] (12)
Sbozzolo (10)
ilopezgp (9)
tsj5 (8)
lm2612 (7)
ArneBouillon (4)
szy21 (2)
KotaOK-00 (2)
bielim (2)
arfon (2)
sandreza (2)
mhowlan3 (1)
jakebolewski (1)

Top Labels

Issue Labels

enhancement (2) bug (2)

Pull Request Labels

dependencies (12) github_actions (2) examples (1)

Packages

Total packages: 1
Total downloads:
- julia 2 total

Total dependent packages: 0
Total dependent repositories: 0
Total versions: 11

juliahub.com: CalibrateEmulateSample

Stochastic Optimization, Learning, Uncertainty and Sampling

Homepage: https://clima.github.io/CalibrateEmulateSample.jl/dev
Documentation: https://docs.juliahub.com/General/CalibrateEmulateSample/stable/
License: Apache-2.0
Latest release: 0.7.0
published 11 months ago

Versions: 11
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 2 Total

Rankings

Dependent repos count: 9.9%

Stargazers count: 12.9%

Forks count: 14.9%

Average: 19.2%

Dependent packages count: 38.9%

Last synced: 6 months ago

Dependencies

.github/workflows/Docs.yml actions

actions/cache v1 composite
actions/checkout v2 composite
julia-actions/setup-julia v1 composite
styfle/cancel-workflow-action 0.8.0 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 v1.0.7 composite
julia-actions/setup-julia v1 composite
styfle/cancel-workflow-action 0.8.0 composite

CalibrateEmulateSample.jl

Science Score: 98.0%

Keywords from Contributors

Repository

Basic Info

Statistics

Metadata Files

README.md

CalibrateEmulateSample.jl

Owner

JOSS Publication

CalibrateEmulateSample.jl: Accelerated Parametric Uncertainty Quantification

Authors

Editor

Tags

GitHub Events

Total

Last Year

Committers

All Time

Past Year

Top Committers

Committer Domains (Top 20 + Academic)

Issues and Pull Requests

All Time

Past Year

Top Authors

Issue Authors

Pull Request Authors

Top Labels

Issue Labels

Pull Request Labels

Packages

juliahub.com: CalibrateEmulateSample

Rankings

Dependencies