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)