JuliaGaussianProcesses/ApproximateGPs.jl

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Approximations for Gaussian processes: sparse variational inducing point approximations, Laplace approximation, ...

Stars: 37
Forks: 9
Open beginner issues: 0
Indexed issues: 16

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: help wanted
PR merge metrics: No merged PRs in 30d

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16 open issues indexed

GPR/VFE equivalence checks fail on nightly Open

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

JuliaGaussianProcesses/ApproximateGPs.jl#137 · 1 comment · Opened Aug 9, 2022
Pseudo-marginal MCMC for non-conjugate GP inference Open

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

JuliaGaussianProcesses/ApproximateGPs.jl#134 · Opened Jun 9, 2022
`_prior_kl` not differentiable for `Centered` with `Zygote` Open

AD issue bug help wanted

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

JuliaGaussianProcesses/ApproximateGPs.jl#129 · 14 comments · Opened Apr 27, 2022
Examples don't use correct version of ApproximateGPs Open

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

JuliaGaussianProcesses/ApproximateGPs.jl#105 · 3 comments · Opened Jan 29, 2022
Expectation Propagation Open

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

JuliaGaussianProcesses/ApproximateGPs.jl#92 · Opened Jan 11, 2022
add SparseVariationalApproximation to c-comparisons example notebook Open

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

JuliaGaussianProcesses/ApproximateGPs.jl#91 · Opened Jan 11, 2022
Support for non-zero prior mean Open

help wanted missing tests

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

JuliaGaussianProcesses/ApproximateGPs.jl#89 · 1 comment · 2 reactions · Opened Jan 11, 2022
Implement "Unifying View of Sparse Approximations ..." methods Open

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

JuliaGaussianProcesses/ApproximateGPs.jl#84 · 8 comments · Opened Dec 15, 2021
Benchmarking `expected_loglik` Open

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

JuliaGaussianProcesses/ApproximateGPs.jl#82 · 11 comments · Opened Dec 1, 2021
Turn docs into Literate script Open

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

JuliaGaussianProcesses/ApproximateGPs.jl#72 · 1 reaction · Opened Nov 8, 2021
Laplace objective.f Open

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

JuliaGaussianProcesses/ApproximateGPs.jl#62 · 1 comment · Opened Sep 29, 2021
Add FAQ to docs Open

documentation

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

JuliaGaussianProcesses/ApproximateGPs.jl#61 · Opened Sep 28, 2021
GPU Support Open

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

JuliaGaussianProcesses/ApproximateGPs.jl#15 · 4 comments · Opened Aug 2, 2021
Document the maths Open

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

JuliaGaussianProcesses/ApproximateGPs.jl#12 · 1 comment · 1 reaction · Opened Jul 28, 2021
Support inter-domain inducing points Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

JuliaGaussianProcesses/ApproximateGPs.jl#11 · 1 comment · Opened Jul 27, 2021
Pathwise sampling Open

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

JuliaGaussianProcesses/ApproximateGPs.jl#7 · 4 comments · 2 reactions · Opened Jul 6, 2021

JuliaGaussianProcesses/ApproximateGPs.jl

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