v0.10.0

EnsembleKalmanProcesses v0.10.0

Diff since v0.9.1

Closed issues:

• Small question: parallellization (#148)
• Fix warnings in building docs (#167)
• Update docs API with new base methods (#182)
• Overloading == for ParameterDistributions (#184)
• Unlink parameter types (#185)
• constrained_gaussian type constructor for marginal-defined multivariate distributions (#192)
• Take out file_parsing_uq utils from src (#194)

Merged pull requests:

• add N_ens input to Unscented, it can be N+2 or 2N+1 (#163) (@Zhengyu-Huang)
• Bugfixes to Documenter config, docs links (#166) (@tsj5)
• Docs for data container and HPC (#179) (@odunbar)
• Unlink real inputs in ParameterDistributions. (#186) (@ilopezgp)
• Fixes CI to Julia 1.7.3, tests not yet working for 1.8 (#187) (@ilopezgp)
• Add localization documentation. (#189) (@ilopezgp)
• Improve API docs for Localizers. (#191) (@ilopezgp)
• Improve EKP testing (#193) (@ilopezgp)
• Take file_parsing_uq tools out of src. (#195) (@ilopezgp)
• ParameterDistributions.jl improvements (#196) (@odunbar)
• Improve and organize API, add lead developers, update citations. (#197) (@ilopezgp)

v0.9.1

EnsembleKalmanProcesses v0.9.1

Diff since v0.9.0

Merged pull requests:

• Randomize Bernoulli kernel at every iteration (#178) (@ilopezgp)
• Add cutoff to SEC localizer (#180) (@ilopezgp)

v0.9.0

EnsembleKalmanProcesses v0.9.0

Diff since v0.8.0

Closed issues:

• Error when running the Lorenz 96 Example (#152)
• Unit test failure for inflation (#170)
• Examples don't have project tomls - causing initial failures (#171)
• Make use of @test_logs less brittle (#175)

Merged pull requests:

• Add Zenodo DOI badge (#160) (@ilopezgp)
• Constructors for Gaussian priors with constraints (#161) (@tsj5)
• Add UQ parameter reading / writing functionality (#162) (@bielim)
• CompatHelper: bump compat for DocStringExtensions to 0.9, (keep existing compat) (#164) (@github-actions[bot])
• Localization using sampling error correction (#165) (@eviatarbach)
• Add failsafe update docs. (#168) (@ilopezgp)
• Add Project tomls and EKP dep for examples, (#172) (@odunbar)
• Cast empirical covariance to symmetric. (#173) (@ilopezgp)
• Fix CloudMicro version (#174) (@ilopezgp)
• Include expected warning text in @test_logs (#176) (@tsj5)

v0.8.0

EnsembleKalmanProcesses v0.8.0

Diff since v0.7.0

Closed issues:

• List of documentation required (#15)
• Cleaning up ParameterDistribution constructor (#131)
• Require new parameter type for "vector of parameterized" distributions (#142)
• Remove groupname from sbatch (#149)

Merged pull requests:

• New parameter Constructor (#138) (@odunbar)
• [WIP] VectorOfParameterized distribution type (#145) (@odunbar)
• Add CliMA authorship to landing page. (#147) (@ilopezgp)
• Remove groupname from sbatch (#150) (@ilopezgp)
• Improve docstrings for API documentation (#151) (@ilopezgp)
• Small typo in docs (#155) (@tomchor)
• Fixed a few typos in the docs (#156) (@pitmonticone)
• Add contributing guide. (#157) (@ilopezgp)
• Update formatter version to v0.22, format. (#158) (@ilopezgp)

v0.7.0

EnsembleKalmanProcesses v0.7.0

Diff since v0.6.0

Merged pull requests:

• Add localization kernels. (#137) (@ilopezgp)
• Organize localizers into module, add randomized localizer (#139) (@ilopezgp)
• Update SEKI docs, add Localizers API docs (#140) (@ilopezgp)
• Improve precision of positive definiteness in sampling (#143) (@ilopezgp)

v0.6.0

EnsembleKalmanProcesses v0.6.0

Diff since v0.5.3

Merged pull requests:

• Simplify SparseInversion struct, add more constructors. (#133) (@ilopezgp)
• Add failsafe SparseInversion update. (#135) (@ilopezgp)

v0.5.3

EnsembleKalmanProcesses v0.5.3

Diff since v0.5.2

v0.5.2

EnsembleKalmanProcesses v0.5.2

Diff since v0.5.1

Merged pull requests:

• Improve default inflation when sampling singular covariance matrices. (#128) (@ilopezgp)

v0.5.1

EnsembleKalmanProcesses v0.5.1

Diff since v0.5.0

Closed issues:

• UKI does not allow for positive semidefinite covariances (#126)

Merged pull requests:

• update cholesky in UKI (#125) (@Zhengyu-Huang)

v0.5.0

EnsembleKalmanProcesses v0.5.0

Diff since v0.4.0

Closed issues:

• Sparse operations in SparseInversion occur after updating the ekp object. (#113)

Merged pull requests:

• Address issue #113 (#119) (@jinlong83)
• Homogenize update_ensemble! kwargs. (#123) (@ilopezgp)