Merge branch 'master' into compathelper/new_version/2023-12-20-00-56-…

…44-805-04045174548
JuliaGaussianProcesses · Mar 9, 2024 · 73584bf · 73584bf
2 parents b5f69af + 6dd5c12
commit 73584bf
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diff --git a/Project.toml b/Project.toml
@@ -1,7 +1,7 @@
 name = "AbstractGPs"
 uuid = "99985d1d-32ba-4be9-9821-2ec096f28918"
 authors = ["JuliaGaussianProcesses Team"]
-version = "0.5.19"
+version = "0.5.20"
 
 [deps]
 ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"

diff --git a/examples/1-mauna-loa/script.jl b/examples/1-mauna-loa/script.jl
@@ -100,9 +100,7 @@ plotdata()
 # We define a couple of helper functions to simplify the kernel construction:
 
 SE(θ) = θ.σ^2 * with_lengthscale(SqExponentialKernel(), θ.ℓ)
-## PeriodicKernel is broken, see https://github.com/JuliaGaussianProcesses/KernelFunctions.jl/issues/389
-##Per(θ) = with_lengthscale(PeriodicKernel(; r=[θ.ℓ/2]), θ.p) # NOTE- discrepancy with GaussianProcesses.jl
-Per(θ) = with_lengthscale(SqExponentialKernel(), θ.ℓ) ∘ PeriodicTransform(1 / θ.p)
+Per(θ) = with_lengthscale(PeriodicKernel(; r=[θ.ℓ / 2]), θ.p) # NOTE- discrepancy with GaussianProcesses.jl
 RQ(θ) = θ.σ^2 * with_lengthscale(RationalQuadraticKernel(; α=θ.α), θ.ℓ)
 #md nothing #hide