JuliaGaussianProcesses/AbstractGPs.jl

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Abstract types and methods for Gaussian Processes.

Stars: 287
Forks: 27
Open beginner issues: 0
Indexed issues: 28

Dominant language: Julia
License: No license data
Last GitHub push: Jun 12, 2026
Latest indexed: Sep 18, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: good first issue
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

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28 open issues indexed

Hilbert space GPs? Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGaussianProcesses/AbstractGPs.jl#458 · 2 comments · Opened Sep 8, 2026
PosDef error for RBF kernel Open

question

Difficulty 4/5 3-5 days Newbie friendliness 42/100

JuliaGaussianProcesses/AbstractGPs.jl#402 · 3 comments · Opened Jul 3, 2024
What is `noise_var` in documentation? Open

question

Difficulty 2/5 1-3 hours Newbie friendliness 38/100

JuliaGaussianProcesses/AbstractGPs.jl#401 · 1 comment · Opened Jun 23, 2024
Noise parameter `Sigma` can't be recovered from `PosteriorGPs` Open

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

JuliaGaussianProcesses/AbstractGPs.jl#368 · 5 comments · Opened Jun 6, 2023
Hyperparameter optimization & maintanance Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGaussianProcesses/AbstractGPs.jl#367 · 7 comments · 1 reaction · Opened Jun 6, 2023
An abstraction for the realization of a GP Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGaussianProcesses/AbstractGPs.jl#364 · 11 comments · 1 reaction · Opened Apr 27, 2023
Latency Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

JuliaGaussianProcesses/AbstractGPs.jl#352 · 6 comments · 2 reactions · Opened Jan 5, 2023
Cross tests for SurrogateAbstractGPs Open

good first issue

Difficulty 4/5 3-5 days Newbie friendliness 25/100

JuliaGaussianProcesses/AbstractGPs.jl#324 · Opened May 19, 2022
Documentation build is ~ 55 min Open

documentation

Difficulty 4/5 3-5 days Newbie friendliness 25/100

JuliaGaussianProcesses/AbstractGPs.jl#322 · 3 comments · Opened May 7, 2022
Should LatentFiniteGP contain the noise? Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGaussianProcesses/AbstractGPs.jl#319 · Opened Apr 29, 2022
VFE/DTC should be moved to ApproximateGPs.jl Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

JuliaGaussianProcesses/AbstractGPs.jl#318 · 4 comments · Opened Apr 19, 2022
VFE/DTC's internal implementation needs a reference Open

good first issue

Difficulty 3/5 1-2 days Newbie friendliness 35/100

JuliaGaussianProcesses/AbstractGPs.jl#309 · Opened Mar 31, 2022
FiniteGP constructor to convert Diagonal(Fill(...)) to ScalMat. Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

JuliaGaussianProcesses/AbstractGPs.jl#307 · Opened Mar 31, 2022
LatentGP: rename to jitter and restrict to scalar Real Open

Difficulty 3/5 1-2 days Newbie friendliness 42/100

JuliaGaussianProcesses/AbstractGPs.jl#305 · Opened Mar 30, 2022
Deep kernel learning example: performance Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

JuliaGaussianProcesses/AbstractGPs.jl#298 · 1 comment · Opened Mar 28, 2022
Deep kernel learning example: add mini-batching Open

good first issue

Difficulty 4/5 3-5 days Newbie friendliness 30/100

JuliaGaussianProcesses/AbstractGPs.jl#297 · 4 comments · 1 reaction · Opened Mar 28, 2022
Improve show output for AbstractGPs objects Open

good first issue

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGaussianProcesses/AbstractGPs.jl#272 · 2 reactions · Opened Mar 14, 2022
exporting AbstractGPs throughout Julia ecosystem Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

JuliaGaussianProcesses/AbstractGPs.jl#261 · Opened Jan 20, 2022
Move AbstractGPs related test from GPLikelihoods here Open

Difficulty 3/5 1-2 days Newbie friendliness 38/100

JuliaGaussianProcesses/AbstractGPs.jl#255 · 9 comments · 1 reaction · Opened Dec 20, 2021
log marginal likelihood objective and posterior GP Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGaussianProcesses/AbstractGPs.jl#241 · 2 comments · Opened Nov 8, 2021
No reference API in the docs Open

Difficulty 3/5 3-5 days Newbie friendliness 35/100

JuliaGaussianProcesses/AbstractGPs.jl#237 · Opened Oct 28, 2021
`update_posterior` for `FiniteGP` itself Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

JuliaGaussianProcesses/AbstractGPs.jl#224 · 3 comments · 1 reaction · Opened Sep 28, 2021
LatentGP API: approximate posteriors & wrapping ApproxPosteriorGP Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

JuliaGaussianProcesses/AbstractGPs.jl#223 · 8 comments · Opened Sep 27, 2021
LatentGP API: support for input-specific likelihoods Open

Difficulty 4/5 3-5 days Newbie friendliness 42/100

JuliaGaussianProcesses/AbstractGPs.jl#202 · 1 comment · Opened Aug 13, 2021
Test code examples in documentation Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

JuliaGaussianProcesses/AbstractGPs.jl#195 · Opened Aug 11, 2021
Reducing Allocations Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

JuliaGaussianProcesses/AbstractGPs.jl#156 · 12 comments · Opened May 31, 2021
Examples / Docs TODO Open

documentation good first issue

Difficulty 4/5 3-5 days Newbie friendliness 30/100

JuliaGaussianProcesses/AbstractGPs.jl#95 · 4 comments · Opened Jan 7, 2021
Celerite methods? Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

JuliaGaussianProcesses/AbstractGPs.jl#26 · 8 comments · 1 reaction · Opened Jul 5, 2020

JuliaGaussianProcesses/AbstractGPs.jl

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