CliMA/CalibrateEmulateSample.jl

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Stochastic Optimization, Learning, Uncertainty and Sampling

Stars: 90
Forks: 16
Open beginner issues: 0
Indexed issues: 25

Dominant language: Julia
License: Apache-2.0
Last GitHub push: Aug 10, 2026
Latest indexed: Sep 15, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

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25 open issues indexed

GP creation should be independent of prediction type Open

CliMA/CalibrateEmulateSample.jl#64 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Multithreading in Emulation/MCMC Open

enhancement

CliMA/CalibrateEmulateSample.jl#200 · 2 comments · 0 reactions · 2 assignees · Indexed Sep 15, 2026
O3.1.1 Random Feature Development: Phase 2 Open

CliMA/CalibrateEmulateSample.jl#215 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
revise set of examples for CI in buildkite. Open

CliMA/CalibrateEmulateSample.jl#258 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Add method to get posterior samples from the posterior chains more easily Open

CliMA/CalibrateEmulateSample.jl#260 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Add a diagnostic to warn users if the GP training learns a 0 whitekernel Open

CliMA/CalibrateEmulateSample.jl#264 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
GPJL incredibly slow at prediciton when noise_learn = true Open

CliMA/CalibrateEmulateSample.jl#267 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Advice/protection against oddities in training point sets Open

CliMA/CalibrateEmulateSample.jl#268 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Data processing wishlist Open

CliMA/CalibrateEmulateSample.jl#282 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
RF localisation causes singularity issues Open

CliMA/CalibrateEmulateSample.jl#288 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Kernel types too specific Open

CliMA/CalibrateEmulateSample.jl#313 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Function Parameter sampling Open

CliMA/CalibrateEmulateSample.jl#322 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
keyword argument default missing Open

bug

CliMA/CalibrateEmulateSample.jl#330 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
O6.2 Create SOTA gradient-based Samplers Open

CliMA/CalibrateEmulateSample.jl#340 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Refactor GaussianProcesses Open

CliMA/CalibrateEmulateSample.jl#346 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Assume a reduction of complexity as dimensionality increases through prior Open

CliMA/CalibrateEmulateSample.jl#354 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Blueprint for Dimension reducer / Data Processor Open

CliMA/CalibrateEmulateSample.jl#362 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Catch-all error can be quite misleading Open

CliMA/CalibrateEmulateSample.jl#379 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Bug: Encoder kwargs strangely sensitive to format Open

CliMA/CalibrateEmulateSample.jl#383 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
API for more easily running parallel chains Open

CliMA/CalibrateEmulateSample.jl#389 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Unify the internals of different Affine transformers Open

CliMA/CalibrateEmulateSample.jl#408 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Docs for DimensionReduction Example Open

CliMA/CalibrateEmulateSample.jl#418 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Avoid [x;;] notation in formatted code Open

CliMA/CalibrateEmulateSample.jl#422 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
docs-wide @ref for menitoned methods and structs. Open

CliMA/CalibrateEmulateSample.jl#440 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
[audit 2026-07-09] General bugs for emulator interface and emulator-specific issues Open

CliMA/CalibrateEmulateSample.jl#451 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026

CliMA/CalibrateEmulateSample.jl

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