CliMA/EnsembleKalmanProcesses.jl
Implements Optimization and approximate uncertainty quantification algorithms, Ensemble Kalman Inversion, and Ensemble Kalman Processes.
JuliaApache-2.0
Issues
- 0
Add GNKI to the toolkit
#404 opened by odunbar - 0
Add a docs page describing setup, and API. Add derivation as with other EKP tools
#415 opened by odunbar - 0
Alternative approximation of std-approx in SECNice()
#413 opened by odunbar - 0
SingularExceptions more common, add to list of common errors in docs, and insert better error message
#412 opened by odunbar - 0
- 2
- 1
A few potential README improvements
#408 opened by glwagner - 0
Implement the IEKF tool,
#405 opened by odunbar - 0
Doubled warnings
#409 opened by odunbar - 0
Conflicting default with warning message
#399 opened by odunbar - 0
O3.7.5 Implement Batching for input and output groups (i.e. Domain localization and observation localization)
#377 opened by odunbar - 2
- 0
Accelerator examples must set default
#396 opened by odunbar - 0
get_\phi should have the return_array keyword
#381 opened by odunbar - 1
`transform_unconstrained_to_constrained` behavior is unclear for single values and Vectors
#369 opened by nefrathenrici - 0
Unify getters
#386 opened by odunbar - 0
Add ETKI into the landing page.
#352 opened by odunbar - 0
Link docs to example folder
#371 opened by odunbar - 0
O3.2.4 Hardcode sensible defaults
#387 opened by odunbar - 1
O3.7.1 Momentum-accelerated EKP
#321 opened by odunbar - 0
O3.2.8 EKP updates from the Migration TC-EDMF calibration pipeline into CalibrateAtmos/ClimaAtmos
#373 opened by odunbar - 0
Wrong type for observation
#389 opened by odunbar - 0
ETKI ignores timestepper
#385 opened by odunbar - 0
Add convenient method for minibatching data
#382 opened by odunbar - 0
Add ability to mutate key quantities such as the observation covariance matrix
#383 opened by odunbar - 0
O3.7.5 Formulate and implement variant of EKI that scales linearly in output dimension and allows for sampling error correction
#374 opened by odunbar - 0
EKS update does not match docs "ALDI" description
#375 opened by odunbar - 0
- 1
Improve speed of SECNice
#372 opened by odunbar - 2
- 1
Make `SECFisher` more accurate
#366 opened by eviatarbach - 3
Positive definite corrections in `get_u_cov`
#359 opened by odunbar - 0
Remove broadcasting for Logpdf.
#363 opened by odunbar - 0
No Project.toml for the Localization example
#358 opened by nefrathenrici - 1
- 0
Implement Example for some nonlinear problems
#340 opened by odunbar - 0
getfield of Main
#354 opened by simonbyrne - 0
Add parser for constrained_gaussian from TOML
#314 opened by nefrathenrici - 0
Modfiy to work with variable timestepping
#339 opened by odunbar - 0
Examples and documentation for ETKI
#330 opened by odunbar - 0
- 1
Soft-sparsity localization of C^ug
#334 opened by odunbar - 0
- 0
- 0
darcy.jl: problem when plotting true flow
#325 opened by sydneyvernon - 0
Hierarchical priors for Function learning
#319 opened by odunbar - 0
Document Darcy example
#317 opened by odunbar - 2
Covariance Localization using Ledoit Wolf
#313 opened by odunbar - 0
- 0
Tighten terminology in docs
#308 opened by odunbar