JOSS: https://github.com/CliMA/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: 16.83409961366119
Last synced: about 21 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 (over 5 years ago)
- Default Branch: main
- Last Pushed: 2026-07-21T21:42:04.000Z (23 days ago)
- Last Synced: 2026-07-30T14:57:44.768Z (14 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: 50.9 MB
- Stars: 117
- Watchers: 2
- Forks: 24
- Open Issues: 28
-
Metadata Files:
- Readme: README.md
- License: LICENSE
- Notice: NOTICE
Owner metadata:
- Name: Climate Modeling Alliance
- Login: CliMA
- Email: clima@caltech.edu
- Kind: organization
- Description: An alliance of scientists, engineers and applied mathematicians, dedicated to pioneering a new, data-informed approach to climate modeling
- Website: https://clima.caltech.edu
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/43161188?v=4
- Repositories: 67
- Last Synced at: 2023-03-03T21:04:27.588Z
- Profile URL: https://github.com/CliMA
GitHub Events
Total
- Commit comment event: 22
- Create event: 73
- 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: 1501
Last Year
- Commit comment event: 3
- Create event: 16
- Delete event: 2
- Issue comment event: 15
- Issues event: 14
- Pull request event: 21
- Pull request review comment event: 8
- Pull request review event: 10
- Push event: 166
- Release event: 1
- Watch event: 6
- Total: 262
Committers metadata
Last synced: 2 days ago
Total Commits: 577
Total Committers: 35
Avg Commits per committer: 16.486
Development Distribution Score (DDS): 0.598
Commits in past year: 45
Committers in past year: 11
Avg Commits per committer in past year: 4.091
Development Distribution Score (DDS) in past year: 0.667
| Name | Commits | |
|---|---|---|
| odunbar | o****r@c****u | 232 |
| 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 |
| 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 |
| Tapio Schneider | t****o@c****u | 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: 2 days ago
Total issues: 149
Total pull requests: 279
Average time to close issues: 3 months
Average time to close pull requests: 12 days
Total issue authors: 27
Total pull request authors: 21
Average comments per issue: 1.13
Average comments per pull request: 1.41
Merged pull request: 221
Bot issues: 1
Bot pull requests: 43
Past year issues: 11
Past year pull requests: 24
Past year average time to close issues: 6 days
Past year average time to close pull requests: 5 days
Past year issue authors: 6
Past year pull request authors: 8
Past year average comments per issue: 0.09
Past year average comments per pull request: 0.25
Past year merged pull request: 15
Past year bot issues: 0
Past year bot pull requests: 5
Top Issue Authors
- odunbar (97)
- 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 (169)
- github-actions[bot] (28)
- dependabot[bot] (15)
- ilopezgp (14)
- eviatarbach (9)
- nefrathenrici (8)
- ph-kev (7)
- costachris (6)
- sydneyvernon (4)
- GabeBolton (2)
- wilsonduan10 (2)
- glwagner (2)
- jbytecode (2)
- ArneBouillon (2)
- rgjini (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 8 months ago)
- Last Synced: 2026-03-16T21:39:06.836Z (5 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%
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