EnsembleKalmanProcesses.jl

bayesian-inference calibration data-assimilation derivative-free-optimization ensemble-kalman-filter ensemble-kalman-inversion inverse-problems julia machine-learning optimization parameter-estimation scientific-computing uncertainty-quantification

Score: 16.900790988159866

Last synced: about 9 hours ago
JSON representation

Repository metadata:

Derivative-free parameter calibration and uncertainty quantification for expensive models using ensemble Kalman methods

Host: GitHub
URL: https://github.com/CliMA/EnsembleKalmanProcesses.jl
Owner: CliMA
License: apache-2.0
Created: 2020-11-18T18:03:57.000Z (almost 6 years ago)
Default Branch: main
Last Pushed: 2026-09-01T01:00:24.000Z (29 days ago)
Last Synced: 2026-09-26T09:37:06.307Z (4 days ago)
Topics: bayesian-inference, calibration, data-assimilation, derivative-free-optimization, ensemble-kalman-filter, ensemble-kalman-inversion, inverse-problems, julia, machine-learning, optimization, parameter-estimation, scientific-computing, uncertainty-quantification
Language: Julia
Homepage: https://clima.github.io/EnsembleKalmanProcesses.jl/dev
Size: 63.9 MB
Stars: 126
Watchers: 2
Forks: 23
Open Issues: 29
Metadata Files:
- Readme: README.md
- License: LICENSE
- Notice: NOTICE

Owner metadata:

Name: Climate Modeling Alliance
Login: CliMA
Email: clima@caltech.edu
Kind: organization
Description: The next generation of climate models. Built in the open.
Website: https://clima.caltech.edu
Location: United States of America
Twitter: ClimateMachine
Company:
Icon url: https://avatars.githubusercontent.com/u/43161188?v=4
Repositories: 67
Last Synced at: 2026-09-29T20:51:51.737Z
Profile URL: https://github.com/CliMA

GitHub Events

Total

Commit comment event: 22
Create event: 74
Delete event: 8
Fork event: 3
Issue comment event: 81
Issues event: 76
Pull request event: 128
Pull request review comment event: 59
Pull request review event: 68
Push event: 945
Release event: 10
Watch event: 28
Total: 1502

Last Year

Commit comment event: 3
Create event: 15
Delete event: 2
Issue comment event: 13
Issues event: 10
Pull request event: 17
Pull request review comment event: 8
Pull request review event: 10
Push event: 143
Release event: 1
Watch event: 4
Total: 226

Committers metadata

Last synced: 1 day ago

Total Commits: 583
Total Committers: 35
Avg Commits per committer: 16.657
Development Distribution Score (DDS): 0.595

Commits in past year: 49
Committers in past year: 11
Avg Commits per committer in past year: 4.455
Development Distribution Score (DDS) in past year: 0.612

Name	Email	Commits
odunbar	o**r@c**u	236
Navid C. Constantinou	n****y	90
ilopezgp	i**p@g**m	84
Melanie	m**e@c**l	20
Jinlong	j**g@J**t	19
dependabot[bot]	4****]	14
agarbuno	a**o@i**x	14
Jake Bolewski	j**i@g**m	12
CompatHelper Julia	c**y@j**g	11
Eviatar Bach	e**h@p**m	9
mhowlan3	m**3@g**m	8
Tapio Schneider	t**o@c**u	6
Thomas Jackson	t**4@g**m	6
Nat Efrat-Henrici	6****i	6
Kevin Phan	9****v	5
github-actions[bot]	4****]	5
costachris	c**a@g**m	5
Haakon Ludvig Langeland Ervik	4****e	4
Daniel-Huang	d**g@c**u	4
sydneyvernon	5****n	3
Kaitlyn Alphonse	k**e@e**m	2
Mehmet Hakan Satman	m**n@g**m	2
Rebecca Gjini	8****i	2
Teja Reddy	t**5@g**m	2
bielim	b****m	2
Gregory L. Wagner	g**r@g**m	2
Daniel Z. Huang	h**4@g**m	2
Anna Jaruga	a**a@c**u	1
Cheikh Mbengue	c**e@w**g	1
Pietro Monticone	3****e	1
and 5 more...

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 150
Total pull requests: 286
Average time to close issues: 3 months
Average time to close pull requests: 11 days
Total issue authors: 27
Total pull request authors: 22
Average comments per issue: 1.14
Average comments per pull request: 1.37
Merged pull request: 227
Bot issues: 1
Bot pull requests: 43

Past year issues: 10
Past year pull requests: 26
Past year average time to close issues: 7 days
Past year average time to close pull requests: 4 days
Past year issue authors: 5
Past year pull request authors: 8
Past year average comments per issue: 0.0
Past year average comments per pull request: 0.23
Past year merged pull request: 18
Past year bot issues: 0
Past year bot pull requests: 4

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/CliMA/EnsembleKalmanProcesses.jl

Top Issue Authors

odunbar (98)
nefrathenrici (8)
ilopezgp (5)
haakon-e (5)
eviatarbach (4)
bielim (3)
ph-kev (2)
wilsonduan10 (2)
sdwfrost (2)
Sbozzolo (2)
Julians42 (2)
costachris (2)
JuliaTagBot (1)
bgroenks96 (1)
ArneBouillon (1)

Top Pull Request Authors

odunbar (173)
github-actions[bot] (28)
dependabot[bot] (15)
ilopezgp (14)
eviatarbach (9)
nefrathenrici (8)
ph-kev (7)
costachris (6)
sydneyvernon (4)
tapios (3)
jbytecode (2)
ArneBouillon (2)
rgjini (2)
glwagner (2)
wilsonduan10 (2)

Top Issue Labels

I'm a bug - please fix me (8)
enhancement (6)
documentation (5)
bug (4)
SDI (3)
help wanted (2)
stale dependencies (2)
robustness (1)

Top Pull Request Labels

stale dependencies (11)
github_actions (4)
dependencies (4)
do not merge (3)
documentation (1)
bug (1)

Package metadata

Total packages: 1
Total downloads:
- julia: 4,024 last-month
Total dependent packages: 8
Total dependent repositories: 0
Total versions: 49

juliahub.com: EnsembleKalmanProcesses

Implements Optimization and approximate uncertainty quantification algorithms, Ensemble Kalman Inversion, and Ensemble Kalman Processes.

Homepage: https://clima.github.io/EnsembleKalmanProcesses.jl/dev
Documentation: https://docs.juliahub.com/General/EnsembleKalmanProcesses/stable/
Licenses: Apache-2.0
Latest release: 2.7.0 (published 9 months ago)
Last Synced: 2026-03-16T21:39:06.836Z (7 months ago)
Versions: 49
Dependent Packages: 8
Dependent Repositories: 0
Downloads: 4,024 Last month
Rankings:
- Forks count: 9.83%
- Dependent repos count: 9.94%
- Average: 10.912%
- Dependent packages count: 11.003%
- Stargazers count: 12.877%

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

docs/Project.toml julia

CairoMakie *
Distributions *
Documenter *
EnsembleKalmanProcesses *
Literate *
Plots *

examples/Accelerators/DarcyAccelerated/Project.toml julia

Distributions *
EnsembleKalmanProcesses *
GaussianRandomFields *
JLD2 *
LaTeXStrings *
LinearAlgebra *
Plots *
Random *
SparseArrays *
Statistics *

.dev/Project.toml julia

JuliaFormatter *

Project.toml julia

Convex *
Distributions *
DocStringExtensions *
FFMPEG *
GaussianRandomFields *
Interpolations *
LinearAlgebra *
MathOptInterface *
Optim *
QuadGK *
Random *
RecipesBase *
SCS *
SparseArrays *
Statistics *
StatsBase *
TOML *

examples/UpdateGroups/Project.toml julia

CairoMakie *
ColorSchemes *
Distributions *
EnsembleKalmanProcesses *
JLD2 *
Statistics *

examples/Accelerators/LorenzAccelerated/Project.toml julia

Distributions *
DocStringExtensions *
EnsembleKalmanProcesses *
FFTW *
JLD2 *
LaTeXStrings *
Plots *
StatsBase *
StatsPlots *

examples/LearningRateSchedulers/Project.toml julia

ColorSchemes *
Distributions *
EnsembleKalmanProcesses *
Plots *

examples/SinusoidInterface/Project.toml julia

Distributions *
EnsembleKalmanProcesses *
JLD2 *
TOML *

examples/Accelerators/ExpSinAccelerated/Project.toml julia

Distributions *
EnsembleKalmanProcesses *
GaussianRandomFields *
JLD2 *
LaTeXStrings *
LinearAlgebra *
Plots *
Random *
SparseArrays *
Statistics *

examples/Darcy/Project.toml julia

Distributions *
EnsembleKalmanProcesses *
GaussianRandomFields *
JLD2 *
LinearAlgebra *
Plots *
Random *
SparseArrays *
Statistics *

examples/Lorenz/Project.toml julia

Distributions *
DocStringExtensions *
EnsembleKalmanProcesses *
FFTW *
JLD2 *
Plots *
StatsBase *
StatsPlots *

examples/LossMinimization/Project.toml julia

Distributions *
EnsembleKalmanProcesses *
Plots *
Trapz *

examples/EKIRace/Project.toml julia

BSON *
Distributions *
DocStringExtensions *
EnsembleKalmanProcesses *
FFTW *
Flux *
JLD2 *
Plots *
StatsBase *
StatsPlots *

examples/Sinusoid/Project.toml julia

Distributions *
EnsembleKalmanProcesses *
Plots *

examples/SparseLossMinimization/Project.toml julia

Distributions *
EnsembleKalmanProcesses *
Plots *

examples/Cloudy/Project.toml julia

Cloudy *
DifferentialEquations *
Distributions *
DocStringExtensions *
EnsembleKalmanProcesses *
JLD2 *
LinearAlgebra *
Pkg *
Plots *
Random *
StatsBase *
StatsPlots *
Sundials *

.github/workflows/cla.yml actions

examples/AerosolActivation/Project.toml julia

CLIMAParameters *
CloudMicrophysics *
Distributions *
EnsembleKalmanProcesses *
LinearAlgebra *
Pkg *
Plots *
Random *
Thermodynamics *

examples/Localization/Project.toml julia

ColorSchemes *
Distributions *
EnsembleKalmanProcesses *
LinearAlgebra *
Plots *
Random *

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Summary