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JuliaGaussianProcesses
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ApproximateGPs.jl
Approximations for Gaussian processes: sparse variational inducing point approximations, Laplace approximation, ...
https://juliagaussianprocesses.github.io/ApproximateGPs.jl/dev
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Update userguide.md
#148
ngiann
closed
2 weeks ago
3
Add Vecchia approximation
#147
samanklesaria
closed
3 months ago
12
Add Random Fourier Features
#146
samanklesaria
opened
4 months ago
3
build on `approx_log_evidence` introduced in AbstractGPs 0.5.17
#145
st--
opened
1 year ago
4
CompatHelper: bump compat for StatsBase to 0.34, (keep existing compat)
#144
github-actions[bot]
closed
1 year ago
1
CompatHelper: bump compat for FillArrays to 1, (keep existing compat)
#143
github-actions[bot]
closed
1 year ago
1
CompatHelper: bump compat for IrrationalConstants to 0.2, (keep existing compat)
#142
github-actions[bot]
closed
1 year ago
3
CompatHelper: bump compat for FastGaussQuadrature to 0.5, (keep existing compat)
#141
github-actions[bot]
closed
1 year ago
2
Fix intermittent test errors
#140
devmotion
closed
1 year ago
1
Update CompatHelper.yml
#139
devmotion
closed
1 year ago
1
Add buildkite configuration
#138
devmotion
closed
1 year ago
3
GPR/VFE equivalence checks fail on nightly
#137
simsurace
opened
1 year ago
1
Use `Flux.Adam` instead of `Flux.ADAM`
#136
simsurace
closed
1 year ago
2
Zygote 0.6.41 breaks the tests
#135
simsurace
closed
1 year ago
10
Pseudo-marginal MCMC for non-conjugate GP inference
#134
Red-Portal
opened
2 years ago
0
Do not use internal PDMats.chol_lower
#133
devmotion
closed
2 years ago
2
Test optimization of variational covariance
#132
simsurace
closed
2 years ago
5
`SparseVariationalApproximation` breaks with PDMats.jl v0.11.8
#131
simsurace
closed
2 years ago
4
Factor out homoscadasticity check in elbo
#130
rossviljoen
opened
2 years ago
1
`_prior_kl` not differentiable for `Centered` with `Zygote`
#129
theogf
opened
2 years ago
14
CompatHelper: bump compat for "Flux" to "0.13" for package test
#128
github-actions[bot]
closed
2 years ago
1
JGPsDocs update
#127
st--
closed
2 years ago
1
WIP: bugfix AD
#126
st--
opened
2 years ago
1
Some bugfixes
#125
st--
closed
2 years ago
3
Test JuliaGPsDocs on repo
#124
theogf
closed
2 years ago
6
move expected loglik to GPLikelihoods
#123
st--
closed
2 years ago
1
CompatHelper: bump compat for "GPLikelihoods" to "0.4"
#122
github-actions[bot]
closed
2 years ago
2
Pseudo-Observation Parametrisations
#121
willtebbutt
opened
2 years ago
3
bump version back to 0.3.3, which did not get released yet
#120
st--
closed
2 years ago
2
Fix examples by using dev version of the package
#119
theogf
closed
2 years ago
0
quickfix approx_lml issue
#118
st--
closed
2 years ago
0
create ApproximateGPs.TestUtils
#117
st--
closed
2 years ago
4
Improve package overview
#116
st--
closed
2 years ago
1
Fix build_laplace_objective behaviour
#115
st--
closed
2 years ago
6
Have a quick structure overview in the README
#114
theogf
closed
2 years ago
0
Rename the test files
#113
rossviljoen
closed
2 years ago
1
Pathwise Sampling (Take 2)
#112
rossviljoen
opened
2 years ago
2
Fix outdated `literate.jl` script
#111
devmotion
closed
2 years ago
1
CompatHelper: bump compat for "FillArrays" to "0.13"
#110
github-actions[bot]
closed
2 years ago
1
Laplace Approximation intermediates
#109
willtebbutt
closed
2 years ago
3
[DO NOT MERGE] Use CompatHelper from KernelFunctions
#108
theogf
opened
2 years ago
2
CompatHelper: bump compat for "GPLikelihoods" to "0.3"
#107
github-actions[bot]
closed
2 years ago
1
Use same ApproximateGPs version for docs and examples
#106
devmotion
opened
2 years ago
8
Examples don't use correct version of ApproximateGPs
#105
devmotion
opened
2 years ago
3
Hide runtime info behind <details>
#104
st--
closed
2 years ago
9
Fix file size of notebook
#103
devmotion
closed
2 years ago
3
Remove script-specific lines
#102
devmotion
closed
2 years ago
4
Have a common docs/tutorial interface for the whole JuliaGPs ecosystem
#101
theogf
closed
2 years ago
2
[Tutorials] Hide the whole runtime info within a `<details></details>` block
#100
theogf
closed
2 years ago
0
Remove Manifests from repo
#99
st--
closed
2 years ago
1
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