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https://github.com/CliMA/EnsembleKalmanProcesses.jl
Implements Optimization and approximate uncertainty quantification algorithms, Ensemble Kalman Inversion, and Ensemble Kalman Processes.
https://github.com/CliMA/EnsembleKalmanProcesses.jl
Last synced: 3 months ago
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Implements Optimization and approximate uncertainty quantification algorithms, Ensemble Kalman Inversion, and Ensemble Kalman Processes.
- Host: GitHub
- URL: https://github.com/CliMA/EnsembleKalmanProcesses.jl
- Owner: CliMA
- License: apache-2.0
- Created: 2020-11-18T18:03:57.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2024-05-30T18:38:42.000Z (5 months ago)
- Last Synced: 2024-06-11T20:34:17.672Z (5 months ago)
- Language: Julia
- Homepage: https://clima.github.io/EnsembleKalmanProcesses.jl/dev
- Size: 25 MB
- Stars: 72
- Watchers: 4
- Forks: 17
- Open Issues: 28
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
- awesome-sciml - CliMA/EnsembleKalmanProcesses.jl: Implements Optimization and approximate uncertainty quantification algorithms, Ensemble Kalman Inversion, and Ensemble Kalman Processes.
README
# EnsembleKalmanProcesses.jl
Implements optimization and approximate uncertainty quantification algorithms, Ensemble Kalman Inversion, and Ensemble Kalman Processes.
## Citing us
If you use the examples or code, please cite our article at JOSS in your published materials.
| **Documentation** | [![dev][docs-latest-img]][docs-latest-url] |
|----------------------|--------------------------------------------------|
| **DOI** | [![DOI][zenodo-img]][zenodo-latest-url] |
| **Docs Build** | [![docs build][docs-bld-img]][docs-bld-url] |
| **Unit tests** | [![unit tests][unit-tests-img]][unit-tests-url] |
| **Code Coverage** | [![codecov][codecov-img]][codecov-url] |
| **JOSS** | [![status][joss-img]][joss-url] |
[zenodo-img]: https://zenodo.org/badge/DOI/10.5281/zenodo.6382967.svg
[zenodo-latest-url]: https://doi.org/10.5281/zenodo.6382967
[docs-latest-img]: https://img.shields.io/badge/docs-latest-blue.svg
[docs-latest-url]: https://CliMA.github.io/EnsembleKalmanProcesses.jl/dev/
[docs-bld-img]: https://github.com/CliMA/EnsembleKalmanProcesses.jl/actions/workflows/Docs.yml/badge.svg?branch=main
[docs-bld-url]: https://github.com/CliMA/EnsembleKalmanProcesses.jl/actions/workflows/Docs.yml
[unit-tests-img]: https://github.com/CliMA/EnsembleKalmanProcesses.jl/actions/workflows/Tests.yml/badge.svg?branch=main
[unit-tests-url]: https://github.com/CliMA/EnsembleKalmanProcesses.jl/actions/workflows/Tests.yml
[codecov-img]: https://codecov.io/gh/CliMA/EnsembleKalmanProcesses.jl/branch/main/graph/badge.svg
[codecov-url]: https://codecov.io/gh/CliMA/EnsembleKalmanProcesses.jl
[joss-img]: https://joss.theoj.org/papers/5cb2d4c6af8840af61b44071ae1e672a/status.svg
[joss-url]: https://joss.theoj.org/papers/5cb2d4c6af8840af61b44071ae1e672a
### Requirements
Julia version 1.6+
### Getting Started
