v0.5.21

AbstractGPs v0.5.21

Diff since v0.5.20

Merged pull requests:

• CompatHelper: bump compat for EllipticalSliceSampling to 2 for package 0-intro-1d, (keep existing compat) (#381) (@github-actions[bot])
• CompatHelper: bump compat for CairoMakie to 0.11 for package 3-parametric-heteroscedastic, (keep existing compat) (#387) (@github-actions[bot])
• CompatHelper: bump compat for Turing to 0.30 for package ppl, (keep existing compat) (#388) (@github-actions[bot])
• CompatHelper: bump compat for ParameterHandling to 0.5 for package 1-mauna-loa, (keep existing compat) (#392) (@github-actions[bot])
• CompatHelper: bump compat for ParameterHandling to 0.5 for package 3-parametric-heteroscedastic, (keep existing compat) (#393) (@github-actions[bot])

v0.5.20

AbstractGPs v0.5.20

Diff since v0.5.19

Merged pull requests:

• CompatHelper: bump compat for Documenter to 1 for package test, (keep existing compat) (#376) (@github-actions[bot])
• CompatHelper: bump compat for Documenter to 1 for package docs, (keep existing compat) (#377) (@github-actions[bot])
• CompatHelper: bump compat for AdvancedHMC to 0.6 for package 0-intro-1d, (keep existing compat) (#384) (@github-actions[bot])
• Add compat entries for stdlibs (#386) (@devmotion)
• Enable periodic kernel in example (#390) (@simsurace)

Closed issues:

• Log-likelihood is lower after fitting the process? (#378)
• AbstractGP shares array data - impossible to add new points to grid (bayesian optimisation) (#385)
• GP for functions with 2D input (#389)

v0.5.19

AbstractGPs v0.5.19

Diff since v0.5.18

Merged pull requests:

• CompatHelper: bump compat for AdvancedHMC to 0.5 for package 0-intro-1d, (keep existing compat) (#372) (@github-actions[bot])
• CompatHelper: bump compat for Turing to 0.29 for package ppl, (keep existing compat) (#374) (@github-actions[bot])
• Fix typo in intro example (#379) (@willtebbutt)
• fix deprecation of dtc (#380) (@st--)

Closed issues:

• rrule for MeanFunction types (#29)
• Stuff that needs doing (#59)
• Abstract vs concrete? (#104)
• Some usability suggestions (#154)
• plot() recipe returns unexpected prediction intervals (#173)
• Arithmetic between GPs (#175)
• Approximate Inference (#193)
• JuliaGP landing webpage (#208)
• Add posterior consistency test to standard tests (#215)
• Unecessary computation for FiniteGP (#232)
• Kernel for multidimensional output (#332)

v0.5.18

AbstractGPs v0.5.18

Diff since v0.5.17

Merged pull requests:

• CompatHelper: bump compat for StatsBase to 0.34, (keep existing compat) (#365) (@github-actions[bot])
• Docs improvements (#375) (@willtebbutt)

v0.5.17

AbstractGPs v0.5.17

Diff since v0.5.16

Closed issues:

• Add API for (log) marginal likelihood approximation (#221)

Merged pull requests:

• CompatHelper: bump compat for FillArrays to 1 for package 0-intro-1d, (keep existing compat) (#360) (@github-actions[bot])
• Clarify API for GP approximations (#361) (@st--)
• CompatHelper: bump compat for Turing to 0.25 for package ppl, (keep existing compat) (#362) (@github-actions[bot])
• typofix (#363) (@st--)

v0.5.16

AbstractGPs v0.5.16

Diff since v0.5.15

Closed issues:

• Stabilize MeanFunction API (#356)

Merged pull requests:

• CompatHelper: bump compat for FillArrays to 1, (keep existing compat) (#358) (@github-actions[bot])

v0.5.15

AbstractGPs v0.5.15

Diff since v0.5.14

Closed issues:

• Zygote v0.6.56 breaks tests (#355)

Merged pull requests:

• CompatHelper: bump compat for CairoMakie to 0.10 for package 3-parametric-heteroscedastic, (keep existing compat) (#342) (@github-actions[bot])
• CompatHelper: bump compat for Turing to 0.23 for package ppl, (keep existing compat) (#346) (@github-actions[bot])
• MeanFunction API (#357) (@theogf)

v0.5.14

AbstractGPs v0.5.14

Diff since v0.5.13

Closed issues:

• 1D regression inconsistent with other package (#327)
• ERROR: MethodError: no method matching Int64(::Irrational{:log2π}) (#333)
• Tidy up example 0 (#350)

Merged pull requests:

• CompatHelper: bump compat for EllipticalSliceSampling to 1 for package 0-intro-1d, (keep existing compat) (#326) (@github-actions[bot])
• Fixes #327, example documentation typo (#328) (@Jmcjack)
• Update the intro example (#334) (@devmotion)
• Add buildkite configuration (#335) (@devmotion)
• Improve docs (#336) (@devmotion)
• Remove Soss tests (#337) (@devmotion)
• Set seed to fix failing docs (#338) (@devmotion)
• Do not re-evaluate the objective function (#339) (@devmotion)
• CompatHelper: bump compat for CairoMakie to 0.9 for package 3-parametric-heteroscedastic, (keep existing compat) (#340) (@github-actions[bot])
• CompatHelper: bump compat for Turing to 0.22 for package ppl, (keep existing compat) (#341) (@github-actions[bot])
• Fix broken link in docs (#343) (@simsurace)
• CompatHelper: bump compat for LogDensityProblems to 2 for package 0-intro-1d, (keep existing compat) (#345) (@github-actions[bot])
• Bump LogDensityProblems (#349) (@willtebbutt)
• Improve intro example (#351) (@devmotion)
• CompatHelper: bump compat for Turing to 0.24 for package ppl, (keep existing compat) (#353) (@github-actions[bot])
• CompatHelper: bump compat for IrrationalConstants to 0.2, (keep existing compat) (#354) (@github-actions[bot])

v0.5.13

AbstractGPs v0.5.13

Diff since v0.5.12

Merged pull requests:

• CompatHelper: bump compat for StatsFuns to 1 for package 0-intro-1d, (keep existing compat) (#320) (@github-actions[bot])
• CompatHelper: bump compat for CairoMakie to 0.8 for package 3-parametric-heteroscedastic, (keep existing compat) (#321) (@github-actions[bot])
• Opt out of rrule for mean (#323) (@devmotion)

v0.5.12

AbstractGPs v0.5.12

Diff since v0.5.11

Closed issues:

• AD tests (#311)

Merged pull requests:

• use JuliaGPsDocs (#312) (@st--)
• reactivate AD tests: mean functions (#313) (@st--)
• reactivate AD tests: FiniteGP (#314) (@st--)
• clean up mean_function tests without reactivating AD (#315) (@st--)
• update docs/make.jl (#316) (@st--)
• CompatHelper: bump compat for Flux to 0.13 for package 2-deep-kernel-learning, (keep existing compat) (#317) (@github-actions[bot])