AugmentedGaussianProcesses.jl

AugmentedGaussianProcesses v0.11.5

Diff since v0.11.4

Closed issues:

• Erroneous function call (#115)

Merged pull requests:

• CompatHelper: bump compat for AbstractMCMC to 4, (keep existing compat) (#116) (@github-actions[bot])
• Fix warning message (#125) (@theogf)

AugmentedGaussianProcesses v0.11.4

Diff since v0.11.3

Merged pull requests:

• Adapt to new InducingPoints.jl API (#114) (@theogf)

AugmentedGaussianProcesses v0.11.3

Diff since v0.11.2

Merged pull requests:

• Improve heteroscedastic (#113) (@theogf)

AugmentedGaussianProcesses v0.11.2

Diff since v0.11.1

Merged pull requests:

• Replace first by only when needed and divide by 2 instead of multiplying by 0.5 (#112) (@theogf)

AugmentedGaussianProcesses v0.11.1

Diff since v0.11.0

Merged pull requests:

• Use GPLikelihoods.jl (#108) (@theogf)
• Add better testing and update on multi-output GPs (#109) (@theogf)
• Fixes doc fail (#110) (@theogf)

AugmentedGaussianProcesses v0.11.0

For breaking points see #106.
Mostly SVGP and OnlineSVGP are affected:
SVGP(X, y, kernel, likelihood, inference, n_ind_points) becomes SVGP(kernel, likelihood, inference, Z)
and train!(model) becomes train!(model, X, y)

m = train!(m::OnlineSVGP, x, y) becomes m, new_state = train!(m, x, y, state)

Diff since v0.10.5

Merged pull requests:

• Refactoring in (almost) state-less form (#106) (@theogf)
• Fixed a few typos (#107) (@pitmonticone)

AugmentedGaussianProcesses v0.10.5

Diff since v0.10.4

Merged pull requests:

• CompatHelper: bump compat for "KernelFunctions" to "0.10" (#97) (@github-actions[bot])
• CompatHelper: bump compat for "AdvancedHMC" to "0.3" (#100) (@github-actions[bot])
• Update AGP to InducingPoints 0.2 and ChainRulesCore 1 (#101) (@github-actions[bot])

AugmentedGaussianProcesses v0.10.4

Diff since v0.10.3

Merged pull requests:

• CompatHelper: bump compat for "Distributions" to "0.25" (#96) (@github-actions[bot])

AugmentedGaussianProcesses v0.10.3

Diff since v0.10.2

Merged pull requests:

• CompatHelper: bump compat for "AbstractMCMC" to "3.0" (#94) (@github-actions[bot])

AugmentedGaussianProcesses v0.10.2

Diff since v0.10.1

Merged pull requests:

• Integrating AbstractMCMC and fixing predictions (#93) (@theogf)

AugmentedGaussianProcesses v0.10.1

Diff since v0.10.0

Merged pull requests:

• Formatted all files following bluestyle (#92) (@theogf)

AugmentedGaussianProcesses v0.10.0

Diff since v0.9.4

Merged pull requests:

• Fixes issues with Inducing Points gradients (#71) (@theogf)

AugmentedGaussianProcesses v0.9.4

Diff since v0.9.3

Merged pull requests:

• Fix wrong behavior for stochastic behavior of AnalyticVI (#83) (@theogf)
• Bump versions (#85) (@theogf)

AugmentedGaussianProcesses v0.9.3

Diff since v0.9.2

Merged pull requests:

• Fix Generic Likelihood behaviour (#79) (@theogf)

AugmentedGaussianProcesses v0.9.2

Diff since v0.9.1

Merged pull requests:

• CompatHelper: bump compat for "SpecialFunctions" to "1.2" (#73) (@github-actions[bot])
• Readding the Augmented Likelihood macro (#77) (@theogf)

AugmentedGaussianProcesses v0.9.1

Diff since v0.9.0

Closed issues:

• Alternative negative binomial parameterization? (#64)

Merged pull requests:

• Relax r parameter to Real for Negative Binomial (#68) (@theogf)
• Fix dispatch with likelihood and make ForwardDiff work for any kernel (#69) (@theogf)

AugmentedGaussianProcesses v0.9.0

Diff since v0.8.5

Closed issues:

• DomainError with NaN (#18)

Merged pull requests:

• Large refactoring of the package. (#56) (@theogf)
• more general fixes (#67) (@theogf)

AugmentedGaussianProcesses v0.8.5

Diff since v0.8.4

Merged pull requests:

• CompatHelper: bump compat for "Distributions" to "0.24" (#65) (@github-actions[bot])
• CompatHelper: bump compat for "Distances" to "0.10" (#66) (@github-actions[bot])

AugmentedGaussianProcesses v0.8.4

Diff since v0.8.3

Merged pull requests:

• CompatHelper: bump compat for "KernelFunctions" to "0.5" (#57) (@github-actions[bot])
• CompatHelper: bump compat for "KernelFunctions" to "0.6" (#58) (@github-actions[bot])

AugmentedGaussianProcesses v0.8.3

Diff since v0.8.2

Merged pull requests:

• Added adaptive linegrid for inducing points (#48) (@theogf)
• Solving small issues and reformatting tests (#52) (@theogf)
• CompatHelper: bump compat for "Flux" to "0.11" (#53) (@github-actions[bot])
• Make tests great again (#54) (@theogf)