diff --git a/.github/workflows/create_release.yml b/.github/workflows/create_release.yml
index 344029a49..4b57ffe40 100644
--- a/.github/workflows/create_release.yml
+++ b/.github/workflows/create_release.yml
@@ -16,7 +16,7 @@ jobs:
       - name: Setup Julia
         uses: julia-actions/setup-julia@v2
         with:
-          version: '1.10'
+          version: '1.11'
 
       - name: Load Julia packages from cache
         uses: julia-actions/cache@v2
diff --git a/.github/workflows/preview.yml b/.github/workflows/preview.yml
index b33926c08..16942f92c 100644
--- a/.github/workflows/preview.yml
+++ b/.github/workflows/preview.yml
@@ -1,7 +1,7 @@
 name: PR Preview Workflow
 
 on:
-  pull_request_target:
+  pull_request:
     types:
       - opened
       - synchronize
@@ -26,7 +26,7 @@ jobs:
       - name: Setup Julia
         uses: julia-actions/setup-julia@v2
         with:
-          version: '1.10'
+          version: '1.11'
 
       - name: Load Julia packages from cache
         uses: julia-actions/cache@v2
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index ddda023ed..37826943d 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -25,7 +25,7 @@ jobs:
       - name: Setup Julia
         uses: julia-actions/setup-julia@v2
         with:
-          version: '1.10'
+          version: '1.11'
 
       - name: Load Julia packages from cache
         uses: julia-actions/cache@v2
diff --git a/.github/workflows/resolve_manifest.yml b/.github/workflows/resolve_manifest.yml
index 261363509..3d34c5c2f 100644
--- a/.github/workflows/resolve_manifest.yml
+++ b/.github/workflows/resolve_manifest.yml
@@ -32,6 +32,8 @@ jobs:
 
       - name: Setup Julia
         uses: julia-actions/setup-julia@v2
+        with:
+          version: '1.11'
         
       - name: Instantiate and resolve
         run: |
diff --git a/Manifest.toml b/Manifest.toml
index ec0434727..6c38addbd 100644
--- a/Manifest.toml
+++ b/Manifest.toml
@@ -1,6 +1,6 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.10.6"
+julia_version = "1.11.2"
 manifest_format = "2.0"
 project_hash = "53e97ef537fe2e98eecbe367cd36c4bc6a201e3e"
 
@@ -39,10 +39,10 @@ uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
 version = "5.6.0"
 
 [[deps.AbstractPPL]]
-deps = ["AbstractMCMC", "Accessors", "DensityInterface", "Random"]
-git-tree-sha1 = "6380a9a03a4207bac53ac310dd3a283bb4df54ef"
+deps = ["AbstractMCMC", "Accessors", "DensityInterface", "JSON", "Random"]
+git-tree-sha1 = "bdb19638644450ee1b0fd63740381835069d34b9"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.8.4"
+version = "0.9.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "2d9c9a55f9c93e8887ad391fbae72f8ef55e1177"
@@ -51,9 +51,9 @@ version = "0.4.5"
 
 [[deps.Accessors]]
 deps = ["CompositionsBase", "ConstructionBase", "InverseFunctions", "LinearAlgebra", "MacroTools", "Markdown"]
-git-tree-sha1 = "b392ede862e506d451fc1616e79aa6f4c673dab8"
+git-tree-sha1 = "96bed9b1b57cf750cca50c311a197e306816a1cc"
 uuid = "7d9f7c33-5ae7-4f3b-8dc6-eff91059b697"
-version = "0.1.38"
+version = "0.1.39"
 
     [deps.Accessors.extensions]
     AccessorsAxisKeysExt = "AxisKeys"
@@ -101,10 +101,10 @@ version = "0.6.4"
     OrdinaryDiffEq = "1dea7af3-3e70-54e6-95c3-0bf5283fa5ed"
 
 [[deps.AdvancedMH]]
-deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b5f8159bffa2e6af9e080c11c4e6da8c5b05f079"
+deps = ["AbstractMCMC", "Distributions", "DocStringExtensions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
+git-tree-sha1 = "6e3d18037861bf220ed77f1a2c5f24a21a68d4b7"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.8.4"
+version = "0.8.5"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -124,9 +124,9 @@ weakdeps = ["Libtask"]
 
 [[deps.AdvancedVI]]
 deps = ["ADTypes", "Bijectors", "DiffResults", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
-git-tree-sha1 = "d23ac9ecdf0ba3dfdd8ea22f42793fabc763afdc"
+git-tree-sha1 = "e45e57cea1879400952fe34b0cbc971950408af8"
 uuid = "b5ca4192-6429-45e5-a2d9-87aec30a685c"
-version = "0.2.10"
+version = "0.2.11"
 weakdeps = ["Enzyme", "Flux", "ReverseDiff", "Zygote"]
 
     [deps.AdvancedVI.extensions]
@@ -148,7 +148,7 @@ version = "2.4.0"
 
 [[deps.ArgTools]]
 uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
-version = "1.1.1"
+version = "1.1.2"
 
 [[deps.ArnoldiMethod]]
 deps = ["LinearAlgebra", "Random", "StaticArrays"]
@@ -170,9 +170,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra"]
-git-tree-sha1 = "d5140b60b87473df18cf4fe66382b7c3596df047"
+git-tree-sha1 = "017fcb757f8e921fb44ee063a7aafe5f89b86dd1"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.17.1"
+version = "7.18.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -202,9 +202,9 @@ version = "7.17.1"
 
 [[deps.ArrayLayouts]]
 deps = ["FillArrays", "LinearAlgebra"]
-git-tree-sha1 = "492681bc44fac86804706ddb37da10880a2bd528"
+git-tree-sha1 = "2bf6e01f453284cb61c312836b4680331ddfc44b"
 uuid = "4c555306-a7a7-4459-81d9-ec55ddd5c99a"
-version = "1.10.4"
+version = "1.11.0"
 weakdeps = ["SparseArrays"]
 
     [deps.ArrayLayouts.extensions]
@@ -212,12 +212,23 @@ weakdeps = ["SparseArrays"]
 
 [[deps.Artifacts]]
 uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
+version = "1.11.0"
 
 [[deps.Atomix]]
 deps = ["UnsafeAtomics"]
-git-tree-sha1 = "c06a868224ecba914baa6942988e2f2aade419be"
+git-tree-sha1 = "c3b238aa28c1bebd4b5ea4988bebf27e9a01b72b"
 uuid = "a9b6321e-bd34-4604-b9c9-b65b8de01458"
-version = "0.1.0"
+version = "1.0.1"
+
+    [deps.Atomix.extensions]
+    AtomixCUDAExt = "CUDA"
+    AtomixMetalExt = "Metal"
+    AtomixoneAPIExt = "oneAPI"
+
+    [deps.Atomix.weakdeps]
+    CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
+    Metal = "dde4c033-4e86-420c-a63e-0dd931031962"
+    oneAPI = "8f75cd03-7ff8-4ecb-9b8f-daf728133b1b"
 
 [[deps.AxisAlgorithms]]
 deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"]
@@ -233,9 +244,9 @@ version = "0.4.7"
 
 [[deps.BandedMatrices]]
 deps = ["ArrayLayouts", "FillArrays", "LinearAlgebra", "PrecompileTools"]
-git-tree-sha1 = "a2c85f53ddcb15b4099da59867868bd40f005579"
+git-tree-sha1 = "2a81cc8adf470ac6bd87eef3ca3d194d08a8754c"
 uuid = "aae01518-5342-5314-be14-df237901396f"
-version = "1.7.5"
+version = "1.8.0"
 weakdeps = ["SparseArrays"]
 
     [deps.BandedMatrices.extensions]
@@ -265,6 +276,7 @@ version = "0.4.3"
 
 [[deps.Base64]]
 uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
+version = "1.11.0"
 
 [[deps.Baselet]]
 git-tree-sha1 = "aebf55e6d7795e02ca500a689d326ac979aaf89e"
@@ -278,29 +290,22 @@ uuid = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
 version = "1.5.0"
 
 [[deps.Bijectors]]
-deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "DocStringExtensions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "6e686c360af8375162531708acb824ae1182b1d5"
+deps = ["ArgCheck", "ChainRulesCore", "ChangesOfVariables", "Distributions", "DocStringExtensions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Roots", "SparseArrays", "Statistics"]
+git-tree-sha1 = "326420188d2bf91e89906beaa8438cf7a729ee29"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.16"
+version = "0.15.2"
+weakdeps = ["DistributionsAD", "EnzymeCore", "ForwardDiff", "LazyArrays", "Mooncake", "ReverseDiff", "Tracker", "Zygote"]
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
+    BijectorsEnzymeCoreExt = "EnzymeCore"
     BijectorsForwardDiffExt = "ForwardDiff"
     BijectorsLazyArraysExt = "LazyArrays"
+    BijectorsMooncakeExt = "Mooncake"
     BijectorsReverseDiffExt = "ReverseDiff"
-    BijectorsTapirExt = "Tapir"
     BijectorsTrackerExt = "Tracker"
     BijectorsZygoteExt = "Zygote"
 
-    [deps.Bijectors.weakdeps]
-    DistributionsAD = "ced4e74d-a319-5a8a-b0ac-84af2272839c"
-    ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
-    LazyArrays = "5078a376-72f3-5289-bfd5-ec5146d43c02"
-    ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
-    Tapir = "07d77754-e150-4737-8c94-cd238a1fb45b"
-    Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-    Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
-
 [[deps.BitFlags]]
 git-tree-sha1 = "0691e34b3bb8be9307330f88d1a3c3f25466c24d"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
@@ -542,9 +547,9 @@ version = "0.2.3"
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "ea32b83ca4fefa1768dc84e504cc0a94fb1ab8d1"
+git-tree-sha1 = "f36e5e8fdffcb5646ea5da81495a5a7566005127"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.4.2"
+version = "2.4.3"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -616,6 +621,7 @@ version = "1.0.0"
 [[deps.Dates]]
 deps = ["Printf"]
 uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"
+version = "1.11.0"
 
 [[deps.Dbus_jll]]
 deps = ["Artifacts", "Expat_jll", "JLLWrappers", "Libdl"]
@@ -688,9 +694,9 @@ version = "4.1.0"
 
 [[deps.DiffEqNoiseProcess]]
 deps = ["DiffEqBase", "Distributions", "GPUArraysCore", "LinearAlgebra", "Markdown", "Optim", "PoissonRandom", "QuadGK", "Random", "Random123", "RandomNumbers", "RecipesBase", "RecursiveArrayTools", "ResettableStacks", "SciMLBase", "StaticArraysCore", "Statistics"]
-git-tree-sha1 = "ab1e6515ce15f01316a9825b02729fefa51726bd"
+git-tree-sha1 = "880d1fcf95e6492a4e7d65c2866dbdbf6580d4f8"
 uuid = "77a26b50-5914-5dd7-bc55-306e6241c503"
-version = "5.23.0"
+version = "5.24.0"
 weakdeps = ["ReverseDiff"]
 
     [deps.DiffEqNoiseProcess.extensions]
@@ -722,21 +728,21 @@ version = "7.15.0"
 
 [[deps.DifferentiationInterface]]
 deps = ["ADTypes", "LinearAlgebra"]
-git-tree-sha1 = "94e3189f15c2d9011144c094a89fe3f31cc394b0"
+git-tree-sha1 = "7ffe68edc2a4ad0ff2eeb5a32cc99ab45746fe3d"
 uuid = "a0c0ee7d-e4b9-4e03-894e-1c5f64a51d63"
-version = "0.6.23"
+version = "0.6.27"
 
     [deps.DifferentiationInterface.extensions]
     DifferentiationInterfaceChainRulesCoreExt = "ChainRulesCore"
     DifferentiationInterfaceDiffractorExt = "Diffractor"
-    DifferentiationInterfaceEnzymeExt = "Enzyme"
+    DifferentiationInterfaceEnzymeExt = ["EnzymeCore", "Enzyme"]
     DifferentiationInterfaceFastDifferentiationExt = "FastDifferentiation"
     DifferentiationInterfaceFiniteDiffExt = "FiniteDiff"
     DifferentiationInterfaceFiniteDifferencesExt = "FiniteDifferences"
-    DifferentiationInterfaceForwardDiffExt = "ForwardDiff"
+    DifferentiationInterfaceForwardDiffExt = ["ForwardDiff", "DiffResults"]
     DifferentiationInterfaceMooncakeExt = "Mooncake"
     DifferentiationInterfacePolyesterForwardDiffExt = "PolyesterForwardDiff"
-    DifferentiationInterfaceReverseDiffExt = "ReverseDiff"
+    DifferentiationInterfaceReverseDiffExt = ["ReverseDiff", "DiffResults"]
     DifferentiationInterfaceSparseArraysExt = "SparseArrays"
     DifferentiationInterfaceSparseMatrixColoringsExt = "SparseMatrixColorings"
     DifferentiationInterfaceStaticArraysExt = "StaticArrays"
@@ -746,8 +752,10 @@ version = "0.6.23"
 
     [deps.DifferentiationInterface.weakdeps]
     ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    DiffResults = "163ba53b-c6d8-5494-b064-1a9d43ac40c5"
     Diffractor = "9f5e2b26-1114-432f-b630-d3fe2085c51c"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
     FastDifferentiation = "eb9bf01b-bf85-4b60-bf87-ee5de06c00be"
     FiniteDiff = "6a86dc24-6348-571c-b903-95158fe2bd41"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -787,12 +795,13 @@ weakdeps = ["ChainRulesCore", "SparseArrays"]
 [[deps.Distributed]]
 deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
+version = "1.11.0"
 
 [[deps.Distributions]]
 deps = ["AliasTables", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "3101c32aab536e7a27b1763c0797dba151b899ad"
+git-tree-sha1 = "9d9e93d19c912ee6f0f3543af0d8839079dbd0d7"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.113"
+version = "0.25.114"
 weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
@@ -831,20 +840,29 @@ uuid = "bbc10e6e-7c05-544b-b16e-64fede858acb"
 version = "3.4.7"
 
 [[deps.DynamicPPL]]
-deps = ["ADTypes", "AbstractMCMC", "AbstractPPL", "Accessors", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MacroTools", "OrderedCollections", "Random", "Requires", "Test"]
-git-tree-sha1 = "0ffa7629807d8bb76101516550a5efb51289a9f8"
+deps = ["ADTypes", "AbstractMCMC", "AbstractPPL", "Accessors", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "InteractiveUtils", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MacroTools", "OrderedCollections", "Random", "Requires", "Test"]
+git-tree-sha1 = "6ca044778593afd41390c36ca7b3617abdd8fb80"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.29.2"
-weakdeps = ["ChainRulesCore", "EnzymeCore", "ForwardDiff", "MCMCChains", "ReverseDiff", "ZygoteRules"]
+version = "0.31.5"
 
     [deps.DynamicPPL.extensions]
     DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
     DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLForwardDiffExt = ["ForwardDiff"]
+    DynamicPPLJETExt = ["JET"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
-    DynamicPPLReverseDiffExt = ["ReverseDiff"]
+    DynamicPPLMooncakeExt = ["Mooncake"]
     DynamicPPLZygoteRulesExt = ["ZygoteRules"]
 
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
+    JET = "c3a54625-cd67-489e-a8e7-0a5a0ff4e31b"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    Mooncake = "da2b9cff-9c12-43a0-ae48-6db2b0edb7d6"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
+
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
 git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
@@ -857,10 +875,10 @@ uuid = "4e289a0a-7415-4d19-859d-a7e5c4648b56"
 version = "1.0.4"
 
 [[deps.Enzyme]]
-deps = ["CEnum", "EnzymeCore", "Enzyme_jll", "GPUCompiler", "LLVM", "Libdl", "LinearAlgebra", "ObjectFile", "Preferences", "Printf", "Random", "SparseArrays"]
-git-tree-sha1 = "d6368b8438a9812e2ae19ffed95de73dd9bfbc1b"
+deps = ["CEnum", "EnzymeCore", "Enzyme_jll", "GPUCompiler", "LLVM", "Libdl", "LinearAlgebra", "ObjectFile", "PrecompileTools", "Preferences", "Printf", "Random", "SparseArrays"]
+git-tree-sha1 = "b4694d729af37db8111692b2b7f04da131a38f32"
 uuid = "7da242da-08ed-463a-9acd-ee780be4f1d9"
-version = "0.13.16"
+version = "0.13.22"
 
     [deps.Enzyme.extensions]
     EnzymeBFloat16sExt = "BFloat16s"
@@ -877,9 +895,9 @@ version = "0.13.16"
     StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
 
 [[deps.EnzymeCore]]
-git-tree-sha1 = "e333ffd38ecffcf5c6c2dafd10788404ac46fb9f"
+git-tree-sha1 = "0cdb7af5c39e92d78a0ee8d0a447d32f7593137e"
 uuid = "f151be2c-9106-41f4-ab19-57ee4f262869"
-version = "0.8.6"
+version = "0.8.8"
 weakdeps = ["Adapt"]
 
     [deps.EnzymeCore.extensions]
@@ -887,15 +905,15 @@ weakdeps = ["Adapt"]
 
 [[deps.Enzyme_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "f56cc86a351767fcb3bb2890b6e1a14d0ef323ab"
+git-tree-sha1 = "e27c2863bf92622bcf89465c078379b8c2c61d2d"
 uuid = "7cc45869-7501-5eee-bdea-0790c847d4ef"
-version = "0.0.165+0"
+version = "0.0.168+0"
 
 [[deps.EpollShim_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "8e9441ee83492030ace98f9789a654a6d0b1f643"
+git-tree-sha1 = "8a4be429317c42cfae6a7fc03c31bad1970c310d"
 uuid = "2702e6a9-849d-5ed8-8c21-79e8b8f9ee43"
-version = "0.0.20230411+0"
+version = "0.0.20230411+1"
 
 [[deps.ExceptionUnwrapping]]
 deps = ["Test"]
@@ -905,9 +923,9 @@ version = "0.1.11"
 
 [[deps.Expat_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cc5231d52eb1771251fbd37171dbc408bcc8a1b6"
+git-tree-sha1 = "e51db81749b0777b2147fbe7b783ee79045b8e99"
 uuid = "2e619515-83b5-522b-bb60-26c02a35a201"
-version = "2.6.4+0"
+version = "2.6.4+1"
 
 [[deps.ExponentialUtilities]]
 deps = ["Adapt", "ArrayInterface", "GPUArraysCore", "GenericSchur", "LinearAlgebra", "PrecompileTools", "Printf", "SparseArrays", "libblastrampoline_jll"]
@@ -1038,6 +1056,7 @@ weakdeps = ["Mmap", "Test"]
 
 [[deps.FileWatching]]
 uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
+version = "1.11.0"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra"]
@@ -1111,9 +1130,9 @@ version = "0.2.10"
 
 [[deps.Fontconfig_jll]]
 deps = ["Artifacts", "Bzip2_jll", "Expat_jll", "FreeType2_jll", "JLLWrappers", "Libdl", "Libuuid_jll", "Zlib_jll"]
-git-tree-sha1 = "db16beca600632c95fc8aca29890d83788dd8b23"
+git-tree-sha1 = "21fac3c77d7b5a9fc03b0ec503aa1a6392c34d2b"
 uuid = "a3f928ae-7b40-5064-980b-68af3947d34b"
-version = "2.13.96+0"
+version = "2.15.0+0"
 
 [[deps.Format]]
 git-tree-sha1 = "9c68794ef81b08086aeb32eeaf33531668d5f5fc"
@@ -1132,9 +1151,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.FreeType2_jll]]
 deps = ["Artifacts", "Bzip2_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
-git-tree-sha1 = "fa8e19f44de37e225aa0f1695bc223b05ed51fb4"
+git-tree-sha1 = "786e968a8d2fb167f2e4880baba62e0e26bd8e4e"
 uuid = "d7e528f0-a631-5988-bf34-fe36492bcfd7"
-version = "2.13.3+0"
+version = "2.13.3+1"
 
 [[deps.FriBidi_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -1168,6 +1187,7 @@ version = "0.4.12"
 [[deps.Future]]
 deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
+version = "1.11.0"
 
 [[deps.GLFW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll", "libdecor_jll", "xkbcommon_jll"]
@@ -1201,15 +1221,15 @@ version = "1.0.1"
 
 [[deps.GR]]
 deps = ["Artifacts", "Base64", "DelimitedFiles", "Downloads", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Preferences", "Printf", "Qt6Wayland_jll", "Random", "Serialization", "Sockets", "TOML", "Tar", "Test", "p7zip_jll"]
-git-tree-sha1 = "ee28ddcd5517d54e417182fec3886e7412d3926f"
+git-tree-sha1 = "52adc6828958ea8a0cf923d53aa10773dbca7d5f"
 uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
-version = "0.73.8"
+version = "0.73.9"
 
 [[deps.GR_jll]]
 deps = ["Artifacts", "Bzip2_jll", "Cairo_jll", "FFMPEG_jll", "Fontconfig_jll", "FreeType2_jll", "GLFW_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pixman_jll", "Qt6Base_jll", "Zlib_jll", "libpng_jll"]
-git-tree-sha1 = "f31929b9e67066bee48eec8b03c0df47d31a74b3"
+git-tree-sha1 = "4e9e2966af45b06f24fd952285841428f1d6e858"
 uuid = "d2c73de3-f751-5644-a686-071e5b155ba9"
-version = "0.73.8+0"
+version = "0.73.9+0"
 
 [[deps.GenericSchur]]
 deps = ["LinearAlgebra", "Printf"]
@@ -1225,9 +1245,9 @@ version = "0.21.0+0"
 
 [[deps.Glib_jll]]
 deps = ["Artifacts", "Gettext_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Zlib_jll"]
-git-tree-sha1 = "b36c7e110080ae48fdef61b0c31e6b17ada23b33"
+git-tree-sha1 = "48b5d4c75b2c9078ead62e345966fa51a25c05ad"
 uuid = "7746bdde-850d-59dc-9ae8-88ece973131d"
-version = "2.82.2+0"
+version = "2.82.2+1"
 
 [[deps.Graphite2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1266,15 +1286,15 @@ version = "1.14.2+1"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "PrecompileTools", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "ae350b8225575cc3ea385d4131c81594f86dfe4f"
+git-tree-sha1 = "627fcacdb7cb51dc67f557e1598cdffe4dda386d"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.12"
+version = "1.10.14"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll"]
-git-tree-sha1 = "401e4f3f30f43af2c8478fc008da50096ea5240f"
+git-tree-sha1 = "55c53be97790242c29031e5cd45e8ac296dadda3"
 uuid = "2e76f6c2-a576-52d4-95c1-20adfe4de566"
-version = "8.3.1+0"
+version = "8.5.0+0"
 
 [[deps.HostCPUFeatures]]
 deps = ["BitTwiddlingConvenienceFunctions", "IfElse", "Libdl", "Static"]
@@ -1353,6 +1373,7 @@ version = "2024.2.1+0"
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
 uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
+version = "1.11.0"
 
 [[deps.Interpolations]]
 deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "Requires", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"]
@@ -1386,9 +1407,9 @@ weakdeps = ["Dates", "Test"]
     InverseFunctionsTestExt = "Test"
 
 [[deps.InvertedIndices]]
-git-tree-sha1 = "0dc7b50b8d436461be01300fd8cd45aa0274b038"
+git-tree-sha1 = "6da3c4316095de0f5ee2ebd875df8721e7e0bdbe"
 uuid = "41ab1584-1d38-5bbf-9106-f11c6c58b48f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.IrrationalConstants]]
 git-tree-sha1 = "630b497eafcc20001bba38a4651b327dcfc491d2"
@@ -1449,10 +1470,10 @@ uuid = "ef3ab10e-7fda-4108-b977-705223b18434"
 version = "0.6.0"
 
 [[deps.KernelAbstractions]]
-deps = ["Adapt", "Atomix", "InteractiveUtils", "MacroTools", "PrecompileTools", "Requires", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "e73a077abc7fe798fe940deabe30ef6c66bdde52"
+deps = ["Adapt", "Atomix", "InteractiveUtils", "MacroTools", "PrecompileTools", "Requires", "StaticArrays", "UUIDs"]
+git-tree-sha1 = "b9a838cd3028785ac23822cded5126b3da394d1a"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.29"
+version = "0.9.31"
 weakdeps = ["EnzymeCore", "LinearAlgebra", "SparseArrays"]
 
     [deps.KernelAbstractions.extensions]
@@ -1570,9 +1591,9 @@ version = "0.1.17"
 
 [[deps.LazyArrays]]
 deps = ["ArrayLayouts", "FillArrays", "LinearAlgebra", "MacroTools", "SparseArrays"]
-git-tree-sha1 = "376bc148ae72e68a08f0d5d8a69e287025a37687"
+git-tree-sha1 = "f289bee714e11708df257c57514585863aa02b33"
 uuid = "5078a376-72f3-5289-bfd5-ec5146d43c02"
-version = "2.2.2"
+version = "2.3.1"
 
     [deps.LazyArrays.extensions]
     LazyArraysBandedMatricesExt = "BandedMatrices"
@@ -1589,6 +1610,7 @@ version = "2.2.2"
 [[deps.LazyArtifacts]]
 deps = ["Artifacts", "Pkg"]
 uuid = "4af54fe1-eca0-43a8-85a7-787d91b784e3"
+version = "1.11.0"
 
 [[deps.LazyStack]]
 deps = ["ChainRulesCore", "Compat", "LinearAlgebra"]
@@ -1622,16 +1644,17 @@ version = "0.6.4"
 [[deps.LibCURL_jll]]
 deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll", "Zlib_jll", "nghttp2_jll"]
 uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0"
-version = "8.4.0+0"
+version = "8.6.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "LibGit2_jll", "NetworkOptions", "Printf", "SHA"]
 uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
+version = "1.11.0"
 
 [[deps.LibGit2_jll]]
 deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll"]
 uuid = "e37daf67-58a4-590a-8e99-b0245dd2ffc5"
-version = "1.6.4+0"
+version = "1.7.2+0"
 
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
@@ -1640,6 +1663,7 @@ version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
+version = "1.11.0"
 
 [[deps.Libffi_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1654,10 +1678,10 @@ uuid = "d4300ac3-e22c-5743-9152-c294e39db1e4"
 version = "1.11.0+0"
 
 [[deps.Libglvnd_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll", "Xorg_libXext_jll"]
-git-tree-sha1 = "6f73d1dd803986947b2c750138528a999a6c7733"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll", "Xorg_libXext_jll"]
+git-tree-sha1 = "ff3b4b9d35de638936a525ecd36e86a8bb919d11"
 uuid = "7e76a0d4-f3c7-5321-8279-8d96eeed0f29"
-version = "1.6.0+0"
+version = "1.7.0+0"
 
 [[deps.Libgpg_error_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -1714,12 +1738,13 @@ version = "7.3.0"
 [[deps.LinearAlgebra]]
 deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"]
 uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
+version = "1.11.0"
 
 [[deps.LinearSolve]]
 deps = ["ArrayInterface", "ChainRulesCore", "ConcreteStructs", "DocStringExtensions", "EnumX", "FastLapackInterface", "GPUArraysCore", "InteractiveUtils", "KLU", "Krylov", "LazyArrays", "Libdl", "LinearAlgebra", "MKL_jll", "Markdown", "PrecompileTools", "Preferences", "RecursiveFactorization", "Reexport", "SciMLBase", "SciMLOperators", "Setfield", "SparseArrays", "Sparspak", "StaticArraysCore", "UnPack"]
-git-tree-sha1 = "6b79df6e803fb62b79a364b86c790e7e21bd38ce"
+git-tree-sha1 = "9d5872d134bd33dd3e120767004f760770958863"
 uuid = "7ed4a6bd-45f5-4d41-b270-4a48e9bafcae"
-version = "2.37.0"
+version = "2.38.0"
 
     [deps.LinearSolve.extensions]
     LinearSolveBandedMatricesExt = "BandedMatrices"
@@ -1787,9 +1812,9 @@ version = "1.13.0"
 
 [[deps.LogExpFunctions]]
 deps = ["DocStringExtensions", "IrrationalConstants", "LinearAlgebra"]
-git-tree-sha1 = "a2d09619db4e765091ee5c6ffe8872849de0feea"
+git-tree-sha1 = "13ca9e2586b89836fd20cccf56e57e2b9ae7f38f"
 uuid = "2ab3a3ac-af41-5b50-aa03-7779005ae688"
-version = "0.3.28"
+version = "0.3.29"
 weakdeps = ["ChainRulesCore", "ChangesOfVariables", "InverseFunctions"]
 
     [deps.LogExpFunctions.extensions]
@@ -1799,6 +1824,7 @@ weakdeps = ["ChainRulesCore", "ChangesOfVariables", "InverseFunctions"]
 
 [[deps.Logging]]
 uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"
+version = "1.11.0"
 
 [[deps.LoggingExtras]]
 deps = ["Dates", "Logging"]
@@ -1916,15 +1942,15 @@ version = "1.3.7"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "d28056379864318172ff4b7958710cfddd709339"
+git-tree-sha1 = "cd7aee22384792c726e19f2a22dc060b886edded"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.6"
+version = "6.0.7"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "4e1d6c34e22ee75892f9b371494ec98e8a6bf46a"
+git-tree-sha1 = "770527473d1b929bc4a812831f34970f9c6a6ff6"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.12"
+version = "0.3.13"
 
 [[deps.MKL_jll]]
 deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "oneTBB_jll"]
@@ -2048,6 +2074,7 @@ version = "0.4.2"
 [[deps.Markdown]]
 deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
+version = "1.11.0"
 
 [[deps.MatrixFactorizations]]
 deps = ["ArrayLayouts", "LinearAlgebra", "Printf", "Random"]
@@ -2078,7 +2105,7 @@ version = "1.1.9"
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
-version = "2.28.2+1"
+version = "2.28.6+0"
 
 [[deps.Measures]]
 git-tree-sha1 = "c13304c81eec1ed3af7fc20e75fb6b26092a1102"
@@ -2122,6 +2149,7 @@ version = "2.0.0"
 
 [[deps.Mmap]]
 uuid = "a63ad114-7e13-5084-954f-fe012c677804"
+version = "1.11.0"
 
 [[deps.Mocking]]
 deps = ["Compat", "ExprTools"]
@@ -2131,14 +2159,13 @@ version = "0.8.1"
 
 [[deps.Mooncake]]
 deps = ["ADTypes", "ChainRules", "ChainRulesCore", "DiffRules", "DiffTests", "ExprTools", "FunctionWrappers", "Graphs", "InteractiveUtils", "LinearAlgebra", "MistyClosures", "Random", "Setfield", "Test"]
-git-tree-sha1 = "9fa3c8c11fe5286badb9c24e8d2420b3a07f9a8c"
+git-tree-sha1 = "46c0f7c9cbe46232d0f4f2145126bf7b3499ffd0"
 uuid = "da2b9cff-9c12-43a0-ae48-6db2b0edb7d6"
-version = "0.4.50"
+version = "0.4.62"
 
     [deps.Mooncake.extensions]
     MooncakeAllocCheckExt = "AllocCheck"
     MooncakeCUDAExt = "CUDA"
-    MooncakeDynamicPPLExt = "DynamicPPL"
     MooncakeJETExt = "JET"
     MooncakeLuxLibExt = "LuxLib"
     MooncakeLuxLibSLEEFPiratesExtension = ["LuxLib", "SLEEFPirates"]
@@ -2148,7 +2175,6 @@ version = "0.4.50"
     [deps.Mooncake.weakdeps]
     AllocCheck = "9b6a8646-10ed-4001-bbdc-1d2f46dfbb1a"
     CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
-    DynamicPPL = "366bfd00-2699-11ea-058f-f148b4cae6d8"
     JET = "c3a54625-cd67-489e-a8e7-0a5a0ff4e31b"
     LuxLib = "82251201-b29d-42c6-8e01-566dec8acb11"
     NNlib = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
@@ -2157,7 +2183,7 @@ version = "0.4.50"
 
 [[deps.MozillaCACerts_jll]]
 uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
-version = "2023.1.10"
+version = "2023.12.12"
 
 [[deps.MuladdMacro]]
 git-tree-sha1 = "cac9cc5499c25554cba55cd3c30543cff5ca4fab"
@@ -2317,9 +2343,9 @@ uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
 version = "0.5.5"
 
 [[deps.OffsetArrays]]
-git-tree-sha1 = "1a27764e945a152f7ca7efa04de513d473e9542e"
+git-tree-sha1 = "39d000d9c33706b8364817d8894fae1548f40295"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.14.1"
+version = "1.14.2"
 weakdeps = ["Adapt"]
 
     [deps.OffsetArrays.extensions]
@@ -2340,7 +2366,7 @@ version = "0.2.6"
 [[deps.OpenBLAS_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
 uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
-version = "0.3.23+4"
+version = "0.3.27+1"
 
 [[deps.OpenLibm_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -2442,9 +2468,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.3+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
+git-tree-sha1 = "12f1439c4f986bb868acda6ea33ebc78e19b95ad"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.3"
+version = "1.7.0"
 
 [[deps.OrdinaryDiffEq]]
 deps = ["ADTypes", "Adapt", "ArrayInterface", "DataStructures", "DiffEqBase", "DocStringExtensions", "EnumX", "ExponentialUtilities", "FastBroadcast", "FastClosures", "FillArrays", "FiniteDiff", "ForwardDiff", "FunctionWrappersWrappers", "InteractiveUtils", "LineSearches", "LinearAlgebra", "LinearSolve", "Logging", "MacroTools", "MuladdMacro", "NonlinearSolve", "OrdinaryDiffEqAdamsBashforthMoulton", "OrdinaryDiffEqBDF", "OrdinaryDiffEqCore", "OrdinaryDiffEqDefault", "OrdinaryDiffEqDifferentiation", "OrdinaryDiffEqExplicitRK", "OrdinaryDiffEqExponentialRK", "OrdinaryDiffEqExtrapolation", "OrdinaryDiffEqFIRK", "OrdinaryDiffEqFeagin", "OrdinaryDiffEqFunctionMap", "OrdinaryDiffEqHighOrderRK", "OrdinaryDiffEqIMEXMultistep", "OrdinaryDiffEqLinear", "OrdinaryDiffEqLowOrderRK", "OrdinaryDiffEqLowStorageRK", "OrdinaryDiffEqNonlinearSolve", "OrdinaryDiffEqNordsieck", "OrdinaryDiffEqPDIRK", "OrdinaryDiffEqPRK", "OrdinaryDiffEqQPRK", "OrdinaryDiffEqRKN", "OrdinaryDiffEqRosenbrock", "OrdinaryDiffEqSDIRK", "OrdinaryDiffEqSSPRK", "OrdinaryDiffEqStabilizedIRK", "OrdinaryDiffEqStabilizedRK", "OrdinaryDiffEqSymplecticRK", "OrdinaryDiffEqTsit5", "OrdinaryDiffEqVerner", "Polyester", "PreallocationTools", "PrecompileTools", "Preferences", "RecursiveArrayTools", "Reexport", "SciMLBase", "SciMLOperators", "SciMLStructures", "SimpleNonlinearSolve", "SimpleUnPack", "SparseArrays", "SparseDiffTools", "Static", "StaticArrayInterface", "StaticArrays", "TruncatedStacktraces"]
@@ -2466,9 +2492,9 @@ version = "1.1.2"
 
 [[deps.OrdinaryDiffEqCore]]
 deps = ["ADTypes", "Accessors", "Adapt", "ArrayInterface", "DataStructures", "DiffEqBase", "DocStringExtensions", "EnumX", "FastBroadcast", "FastClosures", "FastPower", "FillArrays", "FunctionWrappersWrappers", "InteractiveUtils", "LinearAlgebra", "Logging", "MacroTools", "MuladdMacro", "Polyester", "PrecompileTools", "Preferences", "RecursiveArrayTools", "Reexport", "SciMLBase", "SciMLOperators", "SciMLStructures", "SimpleUnPack", "Static", "StaticArrayInterface", "StaticArraysCore", "SymbolicIndexingInterface", "TruncatedStacktraces"]
-git-tree-sha1 = "a458dc1117f289f830ad772a5a02fb36201d1df4"
+git-tree-sha1 = "c7f395034602c3e4d40ece93dc2c9f066f0ce61f"
 uuid = "bbf590c4-e513-4bbe-9b18-05decba2e5d8"
-version = "1.12.1"
+version = "1.13.0"
 weakdeps = ["EnzymeCore"]
 
     [deps.OrdinaryDiffEqCore.extensions]
@@ -2554,9 +2580,9 @@ version = "1.2.1"
 
 [[deps.OrdinaryDiffEqNonlinearSolve]]
 deps = ["ADTypes", "ArrayInterface", "DiffEqBase", "FastBroadcast", "FastClosures", "ForwardDiff", "LinearAlgebra", "LinearSolve", "MuladdMacro", "NonlinearSolve", "OrdinaryDiffEqCore", "OrdinaryDiffEqDifferentiation", "PreallocationTools", "RecursiveArrayTools", "SciMLBase", "SciMLOperators", "SciMLStructures", "SimpleNonlinearSolve", "StaticArrays"]
-git-tree-sha1 = "5e1b316555fa95892edc13f6a429ac784d0be4dd"
+git-tree-sha1 = "3a3eb0b7ef3f996c468d6f8013eac9525bcfd788"
 uuid = "127b3ac7-2247-4354-8eb6-78cf4e7c58e8"
-version = "1.2.4"
+version = "1.3.0"
 
 [[deps.OrdinaryDiffEqNordsieck]]
 deps = ["DiffEqBase", "FastBroadcast", "LinearAlgebra", "MuladdMacro", "OrdinaryDiffEqCore", "OrdinaryDiffEqTsit5", "Polyester", "RecursiveArrayTools", "Reexport", "Static"]
@@ -2649,9 +2675,9 @@ version = "0.11.31"
 
 [[deps.PSIS]]
 deps = ["LinearAlgebra", "LogExpFunctions", "Printf", "RecipesBase", "Statistics"]
-git-tree-sha1 = "08598dfcf5dd14db4425641abfc301b817b921f0"
+git-tree-sha1 = "e5433b4c59636f5e8fcb275edcd8e8017dee3fe2"
 uuid = "ce719bf2-d5d0-4fb9-925d-10a81b42ad04"
-version = "0.9.6"
+version = "0.9.7"
 
 [[deps.PackageExtensionCompat]]
 git-tree-sha1 = "fb28e33b8a95c4cee25ce296c817d89cc2e53518"
@@ -2679,9 +2705,9 @@ version = "2.8.1"
 
 [[deps.Pathfinder]]
 deps = ["ADTypes", "Distributions", "Folds", "IrrationalConstants", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "Optim", "Optimization", "OptimizationOptimJL", "PDMats", "PSIS", "ProgressLogging", "Random", "Requires", "SciMLBase", "Statistics", "StatsBase", "Transducers", "UnPack"]
-git-tree-sha1 = "4207ff39e325bd90056ef58ce2584666129fbca9"
+git-tree-sha1 = "f9d783f5d5524321d77610baf024eb986aa21810"
 uuid = "b1d3bc72-d0e7-4279-b92f-7fa5d6d2d454"
-version = "0.9.5"
+version = "0.9.7"
 weakdeps = ["Accessors", "DynamicHMC", "DynamicPPL", "MCMCChains", "Turing"]
 
     [deps.Pathfinder.extensions]
@@ -2700,9 +2726,13 @@ uuid = "30392449-352a-5448-841d-b1acce4e97dc"
 version = "0.43.4+0"
 
 [[deps.Pkg]]
-deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]
+deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "Random", "SHA", "TOML", "Tar", "UUIDs", "p7zip_jll"]
 uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
-version = "1.10.0"
+version = "1.11.0"
+weakdeps = ["REPL"]
+
+    [deps.Pkg.extensions]
+    REPLExt = "REPL"
 
 [[deps.PlotThemes]]
 deps = ["PlotUtils", "Statistics"]
@@ -2802,10 +2832,11 @@ version = "2.4.0"
 [[deps.Printf]]
 deps = ["Unicode"]
 uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
+version = "1.11.0"
 
 [[deps.Profile]]
-deps = ["Printf"]
 uuid = "9abbd945-dff8-562f-b5e8-e1ebf5ef1b79"
+version = "1.11.0"
 
 [[deps.ProgressLogging]]
 deps = ["Logging", "SHA", "UUIDs"]
@@ -2871,12 +2902,14 @@ uuid = "ce6b1742-4840-55fa-b093-852dadbb1d8b"
 version = "0.7.7"
 
 [[deps.REPL]]
-deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
+deps = ["InteractiveUtils", "Markdown", "Sockets", "StyledStrings", "Unicode"]
 uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
+version = "1.11.0"
 
 [[deps.Random]]
 deps = ["SHA"]
 uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
+version = "1.11.0"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
@@ -3053,9 +3086,9 @@ version = "0.1.1"
 
 [[deps.SciMLBase]]
 deps = ["ADTypes", "Accessors", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "Expronicon", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "SciMLStructures", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface"]
-git-tree-sha1 = "6f156f48d3603e8023e59917547b141218f2656d"
+git-tree-sha1 = "213408a448e27170e4fca428838b8d11c5bbf1ab"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.64.0"
+version = "2.68.1"
 
     [deps.SciMLBase.extensions]
     SciMLBaseChainRulesCoreExt = "ChainRulesCore"
@@ -3095,9 +3128,13 @@ weakdeps = ["SparseArrays", "StaticArraysCore"]
 
 [[deps.SciMLSensitivity]]
 deps = ["ADTypes", "Accessors", "Adapt", "ArrayInterface", "ChainRulesCore", "DiffEqBase", "DiffEqCallbacks", "DiffEqNoiseProcess", "Distributions", "Enzyme", "FastBroadcast", "FiniteDiff", "ForwardDiff", "FunctionProperties", "FunctionWrappersWrappers", "Functors", "GPUArraysCore", "LinearAlgebra", "LinearSolve", "Markdown", "PreallocationTools", "QuadGK", "Random", "RandomNumbers", "RecursiveArrayTools", "Reexport", "ReverseDiff", "SciMLBase", "SciMLJacobianOperators", "SciMLOperators", "SciMLStructures", "StaticArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tracker", "Zygote"]
-git-tree-sha1 = "40a44437d426816aaa73e78da77e9bb931baf980"
+git-tree-sha1 = "9eff93778a5c61244027bfe9c4f016153bbbf156"
 uuid = "1ed8b502-d754-442c-8d5d-10ac956f44a1"
-version = "7.71.2"
+version = "7.72.0"
+weakdeps = ["Mooncake"]
+
+    [deps.SciMLSensitivity.extensions]
+    SciMLSensitivityMooncakeExt = "Mooncake"
 
 [[deps.SciMLStructures]]
 deps = ["ArrayInterface"]
@@ -3118,12 +3155,13 @@ version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "d0553ce4031a081cc42387a9b9c8441b7d99f32d"
+git-tree-sha1 = "712fb0231ee6f9120e005ccd56297abbc053e7e0"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.7"
+version = "1.4.8"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
+version = "1.11.0"
 
 [[deps.Setfield]]
 deps = ["ConstructionBase", "Future", "MacroTools", "StaticArraysCore"]
@@ -3134,6 +3172,7 @@ version = "1.1.1"
 [[deps.SharedArrays]]
 deps = ["Distributed", "Mmap", "Random", "Serialization"]
 uuid = "1a1011a3-84de-559e-8e89-a11a2f7dc383"
+version = "1.11.0"
 
 [[deps.ShiftedArrays]]
 git-tree-sha1 = "503688b59397b3307443af35cd953a13e8005c16"
@@ -3182,6 +3221,7 @@ version = "1.1.0"
 
 [[deps.Sockets]]
 uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
+version = "1.11.0"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
@@ -3192,7 +3232,7 @@ version = "1.2.1"
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
 uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
-version = "1.10.0"
+version = "1.11.0"
 
 [[deps.SparseConnectivityTracer]]
 deps = ["ADTypes", "DocStringExtensions", "FillArrays", "LinearAlgebra", "Random", "SparseArrays"]
@@ -3258,9 +3298,9 @@ version = "0.3.9"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
-git-tree-sha1 = "2f5d4697f21388cbe1ff299430dd169ef97d7e14"
+git-tree-sha1 = "64cca0c26b4f31ba18f13f6c12af7c85f478cfde"
 uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
-version = "2.4.0"
+version = "2.5.0"
 weakdeps = ["ChainRulesCore"]
 
     [deps.SpecialFunctions.extensions]
@@ -3318,9 +3358,14 @@ uuid = "64bff920-2084-43da-a3e6-9bb72801c0c9"
 version = "3.4.0"
 
 [[deps.Statistics]]
-deps = ["LinearAlgebra", "SparseArrays"]
+deps = ["LinearAlgebra"]
+git-tree-sha1 = "ae3bb1eb3bba077cd276bc5cfc337cc65c3075c0"
 uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
-version = "1.10.0"
+version = "1.11.1"
+weakdeps = ["SparseArrays"]
+
+    [deps.Statistics.extensions]
+    SparseArraysExt = ["SparseArrays"]
 
 [[deps.StatsAPI]]
 deps = ["LinearAlgebra"]
@@ -3364,10 +3409,10 @@ uuid = "9672c7b4-1e72-59bd-8a11-6ac3964bc41f"
 version = "2.4.1"
 
 [[deps.StochasticDiffEq]]
-deps = ["Adapt", "ArrayInterface", "DataStructures", "DiffEqBase", "DiffEqNoiseProcess", "DocStringExtensions", "FastPower", "FiniteDiff", "ForwardDiff", "JumpProcesses", "LevyArea", "LinearAlgebra", "Logging", "MuladdMacro", "NLsolve", "OrdinaryDiffEq", "Random", "RandomNumbers", "RecursiveArrayTools", "Reexport", "SciMLBase", "SciMLOperators", "SparseArrays", "SparseDiffTools", "StaticArrays", "UnPack"]
-git-tree-sha1 = "2310e4cca114797f09a4ff0a58a81278e690a584"
+deps = ["ADTypes", "Adapt", "ArrayInterface", "DataStructures", "DiffEqBase", "DiffEqNoiseProcess", "DocStringExtensions", "FastPower", "FiniteDiff", "ForwardDiff", "JumpProcesses", "LevyArea", "LinearAlgebra", "Logging", "MuladdMacro", "NLsolve", "OrdinaryDiffEq", "OrdinaryDiffEqCore", "Random", "RandomNumbers", "RecursiveArrayTools", "Reexport", "SciMLBase", "SciMLOperators", "SparseArrays", "SparseDiffTools", "StaticArrays", "UnPack"]
+git-tree-sha1 = "b0a5dce397b3bc5478ee1de3127878daa061db28"
 uuid = "789caeaf-c7a9-5a7d-9973-96adeb23e2a0"
-version = "6.71.1"
+version = "6.72.1"
 
 [[deps.StrideArraysCore]]
 deps = ["ArrayInterface", "CloseOpenIntervals", "IfElse", "LayoutPointers", "LinearAlgebra", "ManualMemory", "SIMDTypes", "Static", "StaticArrayInterface", "ThreadingUtilities"]
@@ -3417,6 +3462,10 @@ git-tree-sha1 = "c581be48ae1cbf83e899b14c07a807e1787512cc"
 uuid = "53d494c1-5632-5724-8f4c-31dff12d585f"
 version = "0.3.1"
 
+[[deps.StyledStrings]]
+uuid = "f489334b-da3d-4c2e-b8f0-e476e12c162b"
+version = "1.11.0"
+
 [[deps.SuiteSparse]]
 deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
 uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"
@@ -3424,7 +3473,7 @@ uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"
 [[deps.SuiteSparse_jll]]
 deps = ["Artifacts", "Libdl", "libblastrampoline_jll"]
 uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
-version = "7.2.1+1"
+version = "7.7.0+0"
 
 [[deps.Sundials]]
 deps = ["CEnum", "DataStructures", "DiffEqBase", "Libdl", "LinearAlgebra", "Logging", "PrecompileTools", "Reexport", "SciMLBase", "SparseArrays", "Sundials_jll"]
@@ -3434,15 +3483,15 @@ version = "4.26.1"
 
 [[deps.Sundials_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "SuiteSparse_jll", "libblastrampoline_jll"]
-git-tree-sha1 = "ba4d38faeb62de7ef47155ed321dce40a549c305"
+git-tree-sha1 = "91db7ed92c66f81435fe880947171f1212936b14"
 uuid = "fb77eaff-e24c-56d4-86b1-d163f2edb164"
-version = "5.2.2+0"
+version = "5.2.3+0"
 
 [[deps.SymbolicIndexingInterface]]
 deps = ["Accessors", "ArrayInterface", "RuntimeGeneratedFunctions", "StaticArraysCore"]
-git-tree-sha1 = "6c6761e08bf5a270905cdd065be633abfa1b155b"
+git-tree-sha1 = "8db233b54917e474165d582bef2244fa040e0a56"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.3.35"
+version = "0.3.36"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -3499,6 +3548,7 @@ version = "0.1.7"
 [[deps.Test]]
 deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
 uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
+version = "1.11.0"
 
 [[deps.ThreadedScans]]
 deps = ["ArgCheck"]
@@ -3524,9 +3574,9 @@ weakdeps = ["RecipesBase"]
 
 [[deps.TimerOutputs]]
 deps = ["ExprTools", "Printf"]
-git-tree-sha1 = "3a6f063d690135f5c1ba351412c82bae4d1402bf"
+git-tree-sha1 = "d7298ebdfa1654583468a487e8e83fae9d72dac3"
 uuid = "a759f4b9-e2f1-59dc-863e-4aeb61b1ea8f"
-version = "0.5.25"
+version = "0.5.26"
 
 [[deps.Tracker]]
 deps = ["Adapt", "ChainRulesCore", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
@@ -3590,9 +3640,9 @@ version = "1.6.0"
 
 [[deps.Turing]]
 deps = ["ADTypes", "AbstractMCMC", "Accessors", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "Compat", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Optimization", "OptimizationOptimJL", "OrderedCollections", "Printf", "Random", "Reexport", "SciMLBase", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "3453ab63621f1a06df04d995da2eb6fcd422617c"
+git-tree-sha1 = "d07121bfa230d617551c5c77c334874cfbb7fc79"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.35.1"
+version = "0.35.3"
 weakdeps = ["DynamicHMC", "Optim"]
 
     [deps.Turing.extensions]
@@ -3601,9 +3651,9 @@ weakdeps = ["DynamicHMC", "Optim"]
 
 [[deps.TuringBenchmarking]]
 deps = ["ADTypes", "AbstractMCMC", "BenchmarkTools", "DynamicPPL", "ForwardDiff", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "PrettyTables", "Requires", "ReverseDiff", "Zygote"]
-git-tree-sha1 = "b512c8ab665cb6396f19533b6960cc3e0fc4d556"
+git-tree-sha1 = "2421fcac17d8f62c02e9c95c60968faa72ef95d8"
 uuid = "0db1332d-5c25-4deb-809f-459bc696f94f"
-version = "0.5.5"
+version = "0.5.6"
 
     [deps.TuringBenchmarking.extensions]
     TuringBenchmarkingBridgeStanExt = "BridgeStan"
@@ -3619,6 +3669,7 @@ version = "1.5.1"
 [[deps.UUIDs]]
 deps = ["Random", "SHA"]
 uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
+version = "1.11.0"
 
 [[deps.UnPack]]
 git-tree-sha1 = "387c1f73762231e86e0c9c5443ce3b4a0a9a0c2b"
@@ -3627,6 +3678,7 @@ version = "1.0.2"
 
 [[deps.Unicode]]
 uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
+version = "1.11.0"
 
 [[deps.UnicodeFun]]
 deps = ["REPL"]
@@ -3636,9 +3688,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "d95fe458f26209c66a187b1114df96fd70839efd"
+git-tree-sha1 = "01915bfcd62be15329c9a07235447a89d588327c"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.21.0"
+version = "1.21.1"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -3652,15 +3704,13 @@ uuid = "45397f5d-5981-4c77-b2b3-fc36d6e9b728"
 version = "1.6.4"
 
 [[deps.UnsafeAtomics]]
-git-tree-sha1 = "6331ac3440856ea1988316b46045303bef658278"
+git-tree-sha1 = "b13c4edda90890e5b04ba24e20a310fbe6f249ff"
 uuid = "013be700-e6cd-48c3-b4a1-df204f14c38f"
-version = "0.2.1"
+version = "0.3.0"
+weakdeps = ["LLVM"]
 
-[[deps.UnsafeAtomicsLLVM]]
-deps = ["LLVM", "UnsafeAtomics"]
-git-tree-sha1 = "2d17fabcd17e67d7625ce9c531fb9f40b7c42ce4"
-uuid = "d80eeb9a-aca5-4d75-85e5-170c8b632249"
-version = "0.2.1"
+    [deps.UnsafeAtomics.extensions]
+    UnsafeAtomicsLLVM = ["LLVM"]
 
 [[deps.Unzip]]
 git-tree-sha1 = "ca0969166a028236229f63514992fc073799bb78"
@@ -3774,9 +3824,9 @@ version = "1.2.4+0"
 
 [[deps.Xorg_libX11_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxcb_jll", "Xorg_xtrans_jll"]
-git-tree-sha1 = "afead5aba5aa507ad5a3bf01f58f82c8d1403495"
+git-tree-sha1 = "9dafcee1d24c4f024e7edc92603cedba72118283"
 uuid = "4f6342f7-b3d2-589e-9d20-edeb45f2b2bc"
-version = "1.8.6+0"
+version = "1.8.6+1"
 
 [[deps.Xorg_libXau_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -3798,9 +3848,9 @@ version = "1.1.4+1"
 
 [[deps.Xorg_libXext_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
-git-tree-sha1 = "d2d1a5c49fae4ba39983f63de6afcbea47194e85"
+git-tree-sha1 = "d7155fea91a4123ef59f42c4afb5ab3b4ca95058"
 uuid = "1082639a-0dae-5f34-9b06-72781eeb8cb3"
-version = "1.3.6+0"
+version = "1.3.6+1"
 
 [[deps.Xorg_libXfixes_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
@@ -3815,22 +3865,22 @@ uuid = "a51aa0fd-4e3c-5386-b890-e753decda492"
 version = "1.7.10+4"
 
 [[deps.Xorg_libXinerama_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll"]
-git-tree-sha1 = "26be8b1c342929259317d8b9f7b53bf2bb73b123"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libXext_jll"]
+git-tree-sha1 = "a1a7eaf6c3b5b05cb903e35e8372049b107ac729"
 uuid = "d1454406-59df-5ea1-beac-c340f2130bc3"
-version = "1.1.4+4"
+version = "1.1.5+0"
 
 [[deps.Xorg_libXrandr_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll"]
-git-tree-sha1 = "34cea83cb726fb58f325887bf0612c6b3fb17631"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libXext_jll", "Xorg_libXrender_jll"]
+git-tree-sha1 = "b6f664b7b2f6a39689d822a6300b14df4668f0f4"
 uuid = "ec84b674-ba8e-5d96-8ba1-2a689ba10484"
-version = "1.5.2+4"
+version = "1.5.4+0"
 
 [[deps.Xorg_libXrender_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
-git-tree-sha1 = "47e45cd78224c53109495b3e324df0c37bb61fbe"
+git-tree-sha1 = "a490c6212a0e90d2d55111ac956f7c4fa9c277a6"
 uuid = "ea2f1a96-1ddc-540d-b46f-429655e07cfa"
-version = "0.9.11+0"
+version = "0.9.11+1"
 
 [[deps.Xorg_libpthread_stubs_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -3840,15 +3890,15 @@ version = "0.1.1+1"
 
 [[deps.Xorg_libxcb_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "XSLT_jll", "Xorg_libXau_jll", "Xorg_libXdmcp_jll", "Xorg_libpthread_stubs_jll"]
-git-tree-sha1 = "bcd466676fef0878338c61e655629fa7bbc69d8e"
+git-tree-sha1 = "1a74296303b6524a0472a8cb12d3d87a78eb3612"
 uuid = "c7cfdc94-dc32-55de-ac96-5a1b8d977c5b"
-version = "1.17.0+0"
+version = "1.17.0+1"
 
 [[deps.Xorg_libxkbfile_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
-git-tree-sha1 = "730eeca102434283c50ccf7d1ecdadf521a765a4"
+git-tree-sha1 = "dbc53e4cf7701c6c7047c51e17d6e64df55dca94"
 uuid = "cc61e674-0454-545c-8b26-ed2c68acab7a"
-version = "1.1.2+0"
+version = "1.1.2+1"
 
 [[deps.Xorg_xcb_util_cursor_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_jll", "Xorg_xcb_util_renderutil_jll"]
@@ -3888,9 +3938,9 @@ version = "0.4.1+1"
 
 [[deps.Xorg_xkbcomp_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxkbfile_jll"]
-git-tree-sha1 = "330f955bc41bb8f5270a369c473fc4a5a4e4d3cb"
+git-tree-sha1 = "ab2221d309eda71020cdda67a973aa582aa85d69"
 uuid = "35661453-b289-5fab-8a00-3d9160c6a3a4"
-version = "1.4.6+0"
+version = "1.4.6+1"
 
 [[deps.Xorg_xkeyboard_config_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xkbcomp_jll"]
@@ -3947,9 +3997,9 @@ version = "0.56.3+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "3516a5630f741c9eecb3720b1ec9d8edc3ecc033"
+git-tree-sha1 = "0ba42241cb6809f1a278d0bcb976e0483c3f1f2d"
 uuid = "1a1c6b14-54f6-533d-8383-74cd7377aa70"
-version = "3.1.1+0"
+version = "3.1.1+1"
 
 [[deps.libaec_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -4019,7 +4069,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.52.0+1"
+version = "1.59.0+0"
 
 [[deps.oneTBB_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
diff --git a/tutorials/03-bayesian-neural-network/index.qmd b/tutorials/03-bayesian-neural-network/index.qmd
index 96a8816d1..7e21fce37 100755
--- a/tutorials/03-bayesian-neural-network/index.qmd
+++ b/tutorials/03-bayesian-neural-network/index.qmd
@@ -169,7 +169,7 @@ function vector_to_parameters(ps_new::AbstractVector, ps::NamedTuple)
     @assert length(ps_new) == Lux.parameterlength(ps)
     i = 1
     function get_ps(x)
-        z = reshape(view(ps_new, i:(i + length(x) - 1)), size(x))
+        z = reshape(ps_new[i:(i + length(x) - 1)], size(x))
         i += length(x)
         return z
     end
@@ -207,8 +207,8 @@ setprogress!(false)
 
 ```{julia}
 # Perform inference.
-N = 2_000
-ch = sample(bayes_nn(reduce(hcat, xs), ts), NUTS(; adtype=AutoMooncake(; config=nothing)), N);
+n_iters = 2_000
+ch = sample(bayes_nn(reduce(hcat, xs), ts), NUTS(; adtype=AutoMooncake(; config=nothing)), n_iters);
 ```
 
 Now we extract the parameter samples from the sampled chain as `θ` (this is of size `5000 x 20` where `5000` is the number of iterations and `20` is the number of parameters).