diff --git a/Manifest.toml b/Manifest.toml
index d2970bf3c..2243583a9 100644
--- a/Manifest.toml
+++ b/Manifest.toml
@@ -34,15 +34,15 @@ version = "0.5.24"
 
 [[deps.AbstractMCMC]]
 deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers", "UUIDs"]
-git-tree-sha1 = "2b33cfcb3f32819e02bf949e7546a1d59247884e"
+git-tree-sha1 = "349b876950079105eafe19c5424eea3480ad7a84"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "5.8.0"
+version = "5.8.2"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "Accessors", "DensityInterface", "JSON", "LinearAlgebra", "Random", "StatsBase"]
-git-tree-sha1 = "3a9c1e6e7418494454260b0c8efd7b00fca251bc"
+git-tree-sha1 = "01107828b7367278491629b294a018e718697c3e"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.13.1"
+version = "0.13.2"
 weakdeps = ["Distributions"]
 
     [deps.AbstractPPL.extensions]
@@ -79,9 +79,9 @@ version = "0.1.42"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "f7817e2e585aa6d924fd714df1e2a84be7896c60"
+git-tree-sha1 = "7e35fca2bdfba44d797c53dfe63a51fabf39bfc0"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "4.3.0"
+version = "4.4.0"
 weakdeps = ["SparseArrays", "StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -215,9 +215,9 @@ version = "7.20.0"
 
 [[deps.ArrayLayouts]]
 deps = ["FillArrays", "LinearAlgebra", "StaticArrays"]
-git-tree-sha1 = "120e392af69350960b1d3b89d41dcc1d66543858"
+git-tree-sha1 = "355ab2d61069927d4247cd69ad0e1f140b31e30d"
 uuid = "4c555306-a7a7-4459-81d9-ec55ddd5c99a"
-version = "1.11.2"
+version = "1.12.0"
 weakdeps = ["SparseArrays"]
 
     [deps.ArrayLayouts.extensions]
@@ -259,9 +259,9 @@ version = "0.4.8"
 
 [[deps.BandedMatrices]]
 deps = ["ArrayLayouts", "FillArrays", "LinearAlgebra", "PrecompileTools"]
-git-tree-sha1 = "e35c672b239c5105f597963c33e740eeb46cf0ab"
+git-tree-sha1 = "d5133c6b1326fe10042e41ddf1d46b0a1a4011f4"
 uuid = "aae01518-5342-5314-be14-df237901396f"
-version = "1.9.4"
+version = "1.9.5"
 
     [deps.BandedMatrices.extensions]
     BandedMatricesSparseArraysExt = "SparseArrays"
@@ -379,9 +379,9 @@ version = "1.9.0"
 
 [[deps.BracketingNonlinearSolve]]
 deps = ["CommonSolve", "ConcreteStructs", "NonlinearSolveBase", "PrecompileTools", "Reexport", "SciMLBase"]
-git-tree-sha1 = "90740f16aef91d898424bc11c1cabada475435e0"
+git-tree-sha1 = "57f9f59bec88ce80cd3e46efc39f126395789bb0"
 uuid = "70df07ce-3d50-431d-a3e7-ca6ddb60ac1e"
-version = "1.4.0"
+version = "1.5.0"
 weakdeps = ["ChainRulesCore", "ForwardDiff"]
 
     [deps.BracketingNonlinearSolve.extensions]
@@ -442,9 +442,9 @@ version = "0.10.8"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "224f9dc510986549c8139def08e06f78c562514d"
+git-tree-sha1 = "3b704353e517a957323bd3ac70fa7b669b5f48d4"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.72.5"
+version = "1.72.6"
 
 [[deps.ChainRulesCore]]
 deps = ["Compat", "LinearAlgebra"]
@@ -550,9 +550,9 @@ version = "1.0.0"
 
 [[deps.Compat]]
 deps = ["TOML", "UUIDs"]
-git-tree-sha1 = "0037835448781bb46feb39866934e243886d756a"
+git-tree-sha1 = "9d8a54ce4b17aa5bdce0ea5c34bc5e7c340d16ad"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.18.0"
+version = "4.18.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -746,10 +746,14 @@ version = "6.190.2"
     Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"
 
 [[deps.DiffEqCallbacks]]
-deps = ["ConcreteStructs", "DataStructures", "DiffEqBase", "DifferentiationInterface", "Functors", "LinearAlgebra", "Markdown", "RecipesBase", "RecursiveArrayTools", "SciMLBase", "StaticArraysCore"]
-git-tree-sha1 = "397ef6fffcf418ba55264ba785b032b8a136903b"
+deps = ["ConcreteStructs", "DataStructures", "DiffEqBase", "DifferentiationInterface", "LinearAlgebra", "Markdown", "RecipesBase", "RecursiveArrayTools", "SciMLBase", "StaticArraysCore"]
+git-tree-sha1 = "1ff173280c597b66c65bb6be3fcf56c09c9f1394"
 uuid = "459566f4-90b8-5000-8ac3-15dfb0a30def"
-version = "4.9.0"
+version = "4.10.0"
+weakdeps = ["Functors"]
+
+    [deps.DiffEqCallbacks.extensions]
+    DiffEqCallbacksFunctorsExt = "Functors"
 
 [[deps.DiffEqNoiseProcess]]
 deps = ["DiffEqBase", "Distributions", "GPUArraysCore", "LinearAlgebra", "Markdown", "Optim", "PoissonRandom", "QuadGK", "Random", "Random123", "RandomNumbers", "RecipesBase", "RecursiveArrayTools", "ResettableStacks", "SciMLBase", "StaticArraysCore", "Statistics"]
@@ -781,9 +785,9 @@ version = "7.16.1"
 
 [[deps.DifferentiationInterface]]
 deps = ["ADTypes", "LinearAlgebra"]
-git-tree-sha1 = "16946a4d305607c3a4af54ff35d56f0e9444ed0e"
+git-tree-sha1 = "cee1700673af54db57bd1c7fb834ad4ff31309a0"
 uuid = "a0c0ee7d-e4b9-4e03-894e-1c5f64a51d63"
-version = "0.7.7"
+version = "0.7.8"
 
     [deps.DifferentiationInterface.extensions]
     DifferentiationInterfaceChainRulesCoreExt = "ChainRulesCore"
@@ -858,9 +862,9 @@ version = "1.11.0"
 
 [[deps.Distributions]]
 deps = ["AliasTables", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "3e6d038b77f22791b8e3472b7c633acea1ecac06"
+git-tree-sha1 = "3bc002af51045ca3b47d2e1787d6ce02e68b943a"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.120"
+version = "0.25.122"
 weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
@@ -898,10 +902,10 @@ uuid = "bbc10e6e-7c05-544b-b16e-64fede858acb"
 version = "3.5.1"
 
 [[deps.DynamicPPL]]
-deps = ["ADTypes", "AbstractMCMC", "AbstractPPL", "Accessors", "BangBang", "Bijectors", "Chairmarks", "Compat", "ConstructionBase", "DifferentiationInterface", "Distributions", "DocStringExtensions", "InteractiveUtils", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Printf", "Random", "Requires", "Statistics", "Test"]
-git-tree-sha1 = "65649377104973412c10fb00ebc2f8430dcf8b93"
+deps = ["ADTypes", "AbstractMCMC", "AbstractPPL", "Accessors", "BangBang", "Bijectors", "Chairmarks", "Compat", "ConstructionBase", "DifferentiationInterface", "Distributions", "DocStringExtensions", "InteractiveUtils", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Printf", "Random", "Statistics", "Test"]
+git-tree-sha1 = "27884b501e0f31c68f75181151617b77e6ac0263"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.37.2"
+version = "0.37.5"
 
     [deps.DynamicPPL.extensions]
     DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
@@ -909,6 +913,7 @@ version = "0.37.2"
     DynamicPPLForwardDiffExt = ["ForwardDiff"]
     DynamicPPLJETExt = ["JET"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLMarginalLogDensitiesExt = ["MarginalLogDensities"]
     DynamicPPLMooncakeExt = ["Mooncake"]
 
     [deps.DynamicPPL.weakdeps]
@@ -918,6 +923,7 @@ version = "0.37.2"
     JET = "c3a54625-cd67-489e-a8e7-0a5a0ff4e31b"
     KernelAbstractions = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
     MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    MarginalLogDensities = "f0c3360a-fb8d-11e9-1194-5521fd7ee392"
     Mooncake = "da2b9cff-9c12-43a0-ae48-6db2b0edb7d6"
 
 [[deps.EllipticalSliceSampling]]
@@ -933,30 +939,33 @@ version = "1.0.5"
 
 [[deps.Enzyme]]
 deps = ["CEnum", "EnzymeCore", "Enzyme_jll", "GPUCompiler", "InteractiveUtils", "LLVM", "Libdl", "LinearAlgebra", "ObjectFile", "PrecompileTools", "Preferences", "Printf", "Random", "SparseArrays"]
-git-tree-sha1 = "8bd38788cad934e433f944678885d8525cccc009"
+git-tree-sha1 = "c30c4f0f9c3e769170fe938320097909561dda9c"
 uuid = "7da242da-08ed-463a-9acd-ee780be4f1d9"
-version = "0.13.76"
+version = "0.13.85"
 
     [deps.Enzyme.extensions]
     EnzymeBFloat16sExt = "BFloat16s"
     EnzymeChainRulesCoreExt = "ChainRulesCore"
+    EnzymeDynamicPPLExt = ["ADTypes", "DynamicPPL"]
     EnzymeGPUArraysCoreExt = "GPUArraysCore"
     EnzymeLogExpFunctionsExt = "LogExpFunctions"
     EnzymeSpecialFunctionsExt = "SpecialFunctions"
     EnzymeStaticArraysExt = "StaticArrays"
 
     [deps.Enzyme.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
     ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    DynamicPPL = "366bfd00-2699-11ea-058f-f148b4cae6d8"
     GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527"
     LogExpFunctions = "2ab3a3ac-af41-5b50-aa03-7779005ae688"
     SpecialFunctions = "276daf66-3868-5448-9aa4-cd146d93841b"
     StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
 
 [[deps.EnzymeCore]]
-git-tree-sha1 = "787f5e2efb33af12cc3fde313c1b0195a3f08eba"
+git-tree-sha1 = "e059db5d02720ae826445f5ce2fdfb3d53236b87"
 uuid = "f151be2c-9106-41f4-ab19-57ee4f262869"
-version = "0.8.13"
+version = "0.8.14"
 weakdeps = ["Adapt"]
 
     [deps.EnzymeCore.extensions]
@@ -964,9 +973,9 @@ weakdeps = ["Adapt"]
 
 [[deps.Enzyme_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "440abfda8e1329662bed574250dde0dcd91f3181"
+git-tree-sha1 = "b4168be5b9f7fe3448abc307300202e7c93261df"
 uuid = "7cc45869-7501-5eee-bdea-0790c847d4ef"
-version = "0.0.197+0"
+version = "0.0.203+0"
 
 [[deps.EpollShim_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -1090,9 +1099,9 @@ version = "1.1.3"
 
 [[deps.FileIO]]
 deps = ["Pkg", "Requires", "UUIDs"]
-git-tree-sha1 = "b66970a70db13f45b7e57fbda1736e1cf72174ea"
+git-tree-sha1 = "d60eb76f37d7e5a40cc2e7c36974d864b82dc802"
 uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
-version = "1.17.0"
+version = "1.17.1"
 weakdeps = ["HTTP"]
 
     [deps.FileIO.extensions]
@@ -1252,9 +1261,9 @@ version = "0.2.0"
 
 [[deps.GPUCompiler]]
 deps = ["ExprTools", "InteractiveUtils", "LLVM", "Libdl", "Logging", "PrecompileTools", "Preferences", "Scratch", "Serialization", "TOML", "Tracy", "UUIDs"]
-git-tree-sha1 = "eb1e212e12cc058fa16712082d44be499d23638c"
+git-tree-sha1 = "9a8b92a457f55165923fcfe48997b7b93b712fca"
 uuid = "61eb1bfa-7361-4325-ad38-22787b887f55"
-version = "1.6.1"
+version = "1.7.2"
 
 [[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"]
@@ -1270,9 +1279,9 @@ version = "0.73.17+0"
 
 [[deps.GenericSchur]]
 deps = ["LinearAlgebra", "Printf"]
-git-tree-sha1 = "f88e0ba1f6b42121a7c1dfe93a9687d8e164c91b"
+git-tree-sha1 = "a694e2a57394e409f7a11ee0977362a9fafcb8c7"
 uuid = "c145ed77-6b09-5dd9-b285-bf645a82121e"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.GettextRuntime_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Libiconv_jll"]
@@ -1311,9 +1320,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "PrecompileTools", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "ed5e9c58612c4e081aecdb6e1a479e18462e041e"
+git-tree-sha1 = "5e6fe50ae7f23d171f44e311c2960294aaa0beb5"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.17"
+version = "1.10.19"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll"]
@@ -1388,15 +1397,19 @@ 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"]
-git-tree-sha1 = "88a101217d7cb38a7b481ccd50d21876e1d1b0e0"
+deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"]
+git-tree-sha1 = "65d505fa4c0d7072990d659ef3fc086eb6da8208"
 uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
-version = "0.15.1"
-weakdeps = ["Unitful"]
+version = "0.16.2"
 
     [deps.Interpolations.extensions]
+    InterpolationsForwardDiffExt = "ForwardDiff"
     InterpolationsUnitfulExt = "Unitful"
 
+    [deps.Interpolations.weakdeps]
+    ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
+    Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"
+
 [[deps.IntervalSets]]
 git-tree-sha1 = "5fbb102dcb8b1a858111ae81d56682376130517d"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
@@ -1510,9 +1523,9 @@ version = "0.10.65"
 
 [[deps.Krylov]]
 deps = ["LinearAlgebra", "Printf", "SparseArrays"]
-git-tree-sha1 = "b94257a1a8737099ca40bc7271a8b374033473ed"
+git-tree-sha1 = "d1fc961038207e43982851e57ee257adc37be5e8"
 uuid = "ba0b0d4f-ebba-5204-a429-3ac8c609bfb7"
-version = "0.10.1"
+version = "0.10.2"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -1534,9 +1547,9 @@ version = "4.0.1+0"
 
 [[deps.LLVM]]
 deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Unicode"]
-git-tree-sha1 = "9c7c721cfd800d87d48c745d8bfb65144f0a91df"
+git-tree-sha1 = "ce8614210409eaa54ed5968f4b50aa96da7ae543"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "9.4.2"
+version = "9.4.4"
 
     [deps.LLVM.extensions]
     BFloat16sExt = "BFloat16s"
@@ -1546,9 +1559,9 @@ version = "9.4.2"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "2ea068aac1e7f0337d381b0eae3110581e3f3216"
+git-tree-sha1 = "8e76807afb59ebb833e9b131ebf1a8c006510f33"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.37+2"
+version = "0.0.38+0"
 
 [[deps.LLVMOpenMP_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -1599,9 +1612,9 @@ version = "0.1.17"
 
 [[deps.LazyArrays]]
 deps = ["ArrayLayouts", "FillArrays", "LinearAlgebra", "MacroTools", "SparseArrays"]
-git-tree-sha1 = "21057b6f4f5db1475e653735fda7d1de1c267b46"
+git-tree-sha1 = "79ee64f6ba0a5a49930f51c86f60d7526b5e12c8"
 uuid = "5078a376-72f3-5289-bfd5-ec5146d43c02"
-version = "2.6.3"
+version = "2.8.0"
 
     [deps.LazyArrays.extensions]
     LazyArraysBandedMatricesExt = "BandedMatrices"
@@ -1699,27 +1712,27 @@ version = "1.18.0+0"
 
 [[deps.Libmount_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "706dfd3c0dd56ca090e86884db6eda70fa7dd4af"
+git-tree-sha1 = "3acf07f130a76f87c041cfb2ff7d7284ca67b072"
 uuid = "4b2f31a3-9ecc-558c-b454-b3730dcb73e9"
-version = "2.41.1+0"
+version = "2.41.2+0"
 
 [[deps.Libtask]]
 deps = ["MistyClosures", "Test"]
-git-tree-sha1 = "6a9b56c32b39c6e45f8265cfd3ce971c3a8f7b75"
+git-tree-sha1 = "6c4f536cdba06a5280d308168cca990d95b50b83"
 uuid = "6f1fad26-d15e-5dc8-ae53-837a1d7b8c9f"
-version = "0.9.4"
+version = "0.9.5"
 
 [[deps.Libtiff_jll]]
 deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "LERC_jll", "Libdl", "XZ_jll", "Zlib_jll", "Zstd_jll"]
-git-tree-sha1 = "4ab7581296671007fc33f07a721631b8855f4b1d"
+git-tree-sha1 = "f04133fe05eff1667d2054c53d59f9122383fe05"
 uuid = "89763e89-9b03-5906-acba-b20f662cd828"
-version = "4.7.1+0"
+version = "4.7.2+0"
 
 [[deps.Libuuid_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "d3c8af829abaeba27181db4acb485b18d15d89c6"
+git-tree-sha1 = "2a7a12fc0a4e7fb773450d17975322aa77142106"
 uuid = "38a345b3-de98-5d2b-a5d3-14cd9215e700"
-version = "2.41.1+0"
+version = "2.41.2+0"
 
 [[deps.LineSearch]]
 deps = ["ADTypes", "CommonSolve", "ConcreteStructs", "FastClosures", "LinearAlgebra", "MaybeInplace", "SciMLBase", "SciMLJacobianOperators", "StaticArraysCore"]
@@ -1743,10 +1756,10 @@ uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 version = "1.11.0"
 
 [[deps.LinearSolve]]
-deps = ["ArrayInterface", "ChainRulesCore", "ConcreteStructs", "DocStringExtensions", "EnumX", "GPUArraysCore", "InteractiveUtils", "Krylov", "LazyArrays", "Libdl", "LinearAlgebra", "MKL_jll", "Markdown", "OpenBLAS_jll", "PrecompileTools", "Preferences", "RecursiveArrayTools", "Reexport", "SciMLBase", "SciMLOperators", "Setfield", "StaticArraysCore", "UnPack"]
-git-tree-sha1 = "e479c96c20e3fe6067d7ee6618839236d156f060"
+deps = ["ArrayInterface", "ChainRulesCore", "ConcreteStructs", "DocStringExtensions", "EnumX", "GPUArraysCore", "InteractiveUtils", "Krylov", "LazyArrays", "Libdl", "LinearAlgebra", "MKL_jll", "Markdown", "PrecompileTools", "Preferences", "RecursiveArrayTools", "Reexport", "SciMLBase", "SciMLOperators", "Setfield", "StaticArraysCore", "UnPack"]
+git-tree-sha1 = "1c597eceb5ead73dae17ffa4dcc1160e3e4da1f3"
 uuid = "7ed4a6bd-45f5-4d41-b270-4a48e9bafcae"
-version = "3.40.1"
+version = "3.28.0"
 
     [deps.LinearSolve.extensions]
     LinearSolveAMDGPUExt = "AMDGPU"
@@ -1845,9 +1858,9 @@ version = "1.11.0"
 
 [[deps.LoggingExtras]]
 deps = ["Dates", "Logging"]
-git-tree-sha1 = "f02b56007b064fbfddb4c9cd60161b6dd0f40df3"
+git-tree-sha1 = "f00544d95982ea270145636c181ceda21c4e2575"
 uuid = "e6f89c97-d47a-5376-807f-9c37f3926c36"
-version = "1.1.0"
+version = "1.2.0"
 
 [[deps.Lux]]
 deps = ["ADTypes", "Adapt", "ArgCheck", "ArrayInterface", "ChainRulesCore", "Compat", "ConcreteStructs", "DiffResults", "DispatchDoctor", "EnzymeCore", "FastClosures", "ForwardDiff", "Functors", "GPUArraysCore", "LinearAlgebra", "LuxCore", "LuxLib", "MLDataDevices", "MacroTools", "Markdown", "NNlib", "Optimisers", "Preferences", "Random", "Reexport", "SIMDTypes", "Setfield", "Static", "StaticArraysCore", "Statistics", "WeightInitializers"]
@@ -1889,10 +1902,10 @@ version = "1.21.1"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.LuxCore]]
-deps = ["Compat", "DispatchDoctor", "Random"]
-git-tree-sha1 = "cf12c8eba464132e781d7e000bcc4090e2b6e115"
+deps = ["DispatchDoctor", "Random", "SciMLPublic"]
+git-tree-sha1 = "ee3794a2ca3022bc066b5fb87b135c1d5f3b1cb7"
 uuid = "bb33d45b-7691-41d6-9220-0943567d0623"
-version = "1.4.1"
+version = "1.4.2"
 
     [deps.LuxCore.extensions]
     LuxCoreArrayInterfaceReverseDiffExt = ["ArrayInterface", "ReverseDiff"]
@@ -1918,17 +1931,17 @@ version = "1.4.1"
     Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
 
 [[deps.LuxLib]]
-deps = ["ArrayInterface", "CPUSummary", "ChainRulesCore", "Compat", "DispatchDoctor", "EnzymeCore", "FastClosures", "ForwardDiff", "Functors", "KernelAbstractions", "LinearAlgebra", "LuxCore", "MLDataDevices", "Markdown", "NNlib", "Polyester", "Preferences", "Random", "Reexport", "Static", "StaticArraysCore", "Statistics"]
-git-tree-sha1 = "109240d7ba4698e7eb60b11f190424b8ca018318"
+deps = ["ArrayInterface", "CPUSummary", "ChainRulesCore", "DispatchDoctor", "EnzymeCore", "FastClosures", "ForwardDiff", "Functors", "KernelAbstractions", "LinearAlgebra", "LuxCore", "MLDataDevices", "Markdown", "NNlib", "Preferences", "Random", "Reexport", "SciMLPublic", "Static", "StaticArraysCore", "Statistics"]
+git-tree-sha1 = "2f80ab5ff577e247b5dc2df1a726e11aff5e78a0"
 uuid = "82251201-b29d-42c6-8e01-566dec8acb11"
-version = "1.11.2"
+version = "1.12.1"
 
     [deps.LuxLib.extensions]
     LuxLibAppleAccelerateExt = "AppleAccelerate"
     LuxLibBLISBLASExt = "BLISBLAS"
     LuxLibCUDAExt = "CUDA"
     LuxLibEnzymeExt = "Enzyme"
-    LuxLibLoopVectorizationExt = "LoopVectorization"
+    LuxLibLoopVectorizationExt = ["LoopVectorization", "Polyester"]
     LuxLibMKLExt = "MKL"
     LuxLibOctavianExt = ["Octavian", "LoopVectorization"]
     LuxLibReactantExt = ["Reactant", "ReactantCore"]
@@ -1947,6 +1960,7 @@ version = "1.11.2"
     LoopVectorization = "bdcacae8-1622-11e9-2a5c-532679323890"
     MKL = "33e6dc65-8f57-5167-99aa-e5a354878fb2"
     Octavian = "6fd5a793-0b7e-452c-907f-f8bfe9c57db4"
+    Polyester = "f517fe37-dbe3-4b94-8317-1923a5111588"
     Reactant = "3c362404-f566-11ee-1572-e11a4b42c853"
     ReactantCore = "a3311ec8-5e00-46d5-b541-4f83e724a433"
     ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
@@ -1956,9 +1970,9 @@ version = "1.11.2"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "DataAPI", "Dates", "Distributions", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "902175f1618baa58dc50dc2894d382bbd484adf4"
+git-tree-sha1 = "e31382401a6fb7f01b9ad4025c04fefb4ad0bcb8"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "7.3.0"
+version = "7.5.0"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
@@ -1979,10 +1993,10 @@ uuid = "c2834f40-e789-41da-a90e-33b280584a8c"
 version = "1.0.0"
 
 [[deps.MLDataDevices]]
-deps = ["Adapt", "Compat", "Functors", "Preferences", "Random"]
-git-tree-sha1 = "39bac90ff3e88e086426f05a3e97646f91088a7f"
+deps = ["Adapt", "Functors", "Preferences", "Random", "SciMLPublic"]
+git-tree-sha1 = "f5c0536d7bcd78610c5195398e37ce2ab8fd8789"
 uuid = "7e8f7934-dd98-4c1a-8fe8-92b47a384d40"
-version = "1.12.0"
+version = "1.13.0"
 
     [deps.MLDataDevices.extensions]
     MLDataDevicesAMDGPUExt = "AMDGPU"
@@ -2081,9 +2095,9 @@ version = "1.11.0"
 
 [[deps.MatrixFactorizations]]
 deps = ["ArrayLayouts", "LinearAlgebra", "Printf", "Random"]
-git-tree-sha1 = "16a726dba99685d9e94c8d0a8f655383121fc608"
+git-tree-sha1 = "5d094d4d7887b1d75abccf960ae104a4428e948e"
 uuid = "a3b82374-2e81-5b9e-98ce-41277c0e4c87"
-version = "3.0.1"
+version = "3.1.0"
 weakdeps = ["BandedMatrices"]
 
     [deps.MatrixFactorizations.extensions]
@@ -2149,20 +2163,21 @@ uuid = "78c3b35d-d492-501b-9361-3d52fe80e533"
 version = "0.8.1"
 
 [[deps.Mooncake]]
-deps = ["ADTypes", "ChainRules", "ChainRulesCore", "DiffRules", "DispatchDoctor", "ExprTools", "FunctionWrappers", "GPUArraysCore", "Graphs", "InteractiveUtils", "LinearAlgebra", "MistyClosures", "Random", "Test"]
-git-tree-sha1 = "bc28c3170e7c78d671ff512ca80487ce7e375bb5"
+deps = ["ADTypes", "ChainRules", "ChainRulesCore", "DispatchDoctor", "ExprTools", "Graphs", "LinearAlgebra", "MistyClosures", "Random", "Test"]
+git-tree-sha1 = "a3e24f5887c52d386cb012a7d53a05afabe5a5e7"
 uuid = "da2b9cff-9c12-43a0-ae48-6db2b0edb7d6"
-version = "0.4.160"
+version = "0.4.171"
 
     [deps.Mooncake.extensions]
     MooncakeAllocCheckExt = "AllocCheck"
     MooncakeCUDAExt = "CUDA"
     MooncakeDynamicExpressionsExt = "DynamicExpressions"
     MooncakeFluxExt = "Flux"
+    MooncakeFunctionWrappersExt = "FunctionWrappers"
     MooncakeJETExt = "JET"
     MooncakeLuxLibExt = ["LuxLib", "MLDataDevices", "Static"]
     MooncakeLuxLibSLEEFPiratesExtension = ["LuxLib", "SLEEFPirates"]
-    MooncakeNNlibExt = "NNlib"
+    MooncakeNNlibExt = ["NNlib", "GPUArraysCore"]
     MooncakeSpecialFunctionsExt = "SpecialFunctions"
 
     [deps.Mooncake.weakdeps]
@@ -2170,6 +2185,8 @@ version = "0.4.160"
     CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
     DynamicExpressions = "a40a106e-89c9-4ca8-8020-a735e8728b6b"
     Flux = "587475ba-b771-5e3f-ad9e-33799f191a9c"
+    FunctionWrappers = "069b7b12-0de2-55c6-9aab-29f3d0a68a2e"
+    GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527"
     JET = "c3a54625-cd67-489e-a8e7-0a5a0ff4e31b"
     LuxLib = "82251201-b29d-42c6-8e01-566dec8acb11"
     MLDataDevices = "7e8f7934-dd98-4c1a-8fe8-92b47a384d40"
@@ -2266,10 +2283,10 @@ uuid = "71a1bf82-56d0-4bbc-8a3c-48b961074391"
 version = "0.1.5"
 
 [[deps.NamedArrays]]
-deps = ["Combinatorics", "DataStructures", "DelimitedFiles", "InvertedIndices", "LinearAlgebra", "Random", "Requires", "SparseArrays", "Statistics"]
-git-tree-sha1 = "b0219babbb69e4f0b292a11ad7f33520bdfcea8f"
+deps = ["Combinatorics", "DelimitedFiles", "InvertedIndices", "LinearAlgebra", "OrderedCollections", "Random", "Requires", "SparseArrays", "Statistics"]
+git-tree-sha1 = "33d258318d9e049d26c02ca31b4843b2c851c0b0"
 uuid = "86f7a689-2022-50b4-a561-43c23ac3c673"
-version = "0.10.4"
+version = "0.10.5"
 
 [[deps.NaturalSort]]
 git-tree-sha1 = "eda490d06b9f7c00752ee81cfa451efe55521e21"
@@ -2288,9 +2305,9 @@ version = "1.2.0"
 
 [[deps.NonlinearSolve]]
 deps = ["ADTypes", "ArrayInterface", "BracketingNonlinearSolve", "CommonSolve", "ConcreteStructs", "DifferentiationInterface", "FastClosures", "FiniteDiff", "ForwardDiff", "LineSearch", "LinearAlgebra", "LinearSolve", "NonlinearSolveBase", "NonlinearSolveFirstOrder", "NonlinearSolveQuasiNewton", "NonlinearSolveSpectralMethods", "PrecompileTools", "Preferences", "Reexport", "SciMLBase", "SimpleNonlinearSolve", "StaticArraysCore", "SymbolicIndexingInterface"]
-git-tree-sha1 = "627967f6e36aac9f5afb2fb285e33b676a6892f9"
+git-tree-sha1 = "1d091cfece012662b06d25c792b3a43a0804c47b"
 uuid = "8913a72c-1f9b-4ce2-8d82-65094dcecaec"
-version = "4.11.0"
+version = "4.12.0"
 
     [deps.NonlinearSolve.extensions]
     NonlinearSolveFastLevenbergMarquardtExt = "FastLevenbergMarquardt"
@@ -2321,9 +2338,9 @@ version = "4.11.0"
 
 [[deps.NonlinearSolveBase]]
 deps = ["ADTypes", "Adapt", "ArrayInterface", "CommonSolve", "Compat", "ConcreteStructs", "DifferentiationInterface", "EnzymeCore", "FastClosures", "LinearAlgebra", "Markdown", "MaybeInplace", "Preferences", "Printf", "RecursiveArrayTools", "SciMLBase", "SciMLJacobianOperators", "SciMLOperators", "SciMLStructures", "Setfield", "StaticArraysCore", "SymbolicIndexingInterface", "TimerOutputs"]
-git-tree-sha1 = "bc0c764f8d4cbd75dc8e4968e62194495c2c6637"
+git-tree-sha1 = "9dba8e7ccfaf4c10b3a3b4cc52abf639f8558efd"
 uuid = "be0214bd-f91f-a760-ac4e-3421ce2b2da0"
-version = "1.16.0"
+version = "2.0.0"
 weakdeps = ["BandedMatrices", "ChainRulesCore", "Enzyme", "ForwardDiff", "LineSearch", "LinearSolve", "Mooncake", "ReverseDiff", "SparseArrays", "SparseMatrixColorings", "Tracker"]
 
     [deps.NonlinearSolveBase.extensions]
@@ -2341,15 +2358,15 @@ weakdeps = ["BandedMatrices", "ChainRulesCore", "Enzyme", "ForwardDiff", "LineSe
 
 [[deps.NonlinearSolveFirstOrder]]
 deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConcreteStructs", "FiniteDiff", "ForwardDiff", "LineSearch", "LinearAlgebra", "LinearSolve", "MaybeInplace", "NonlinearSolveBase", "PrecompileTools", "Reexport", "SciMLBase", "SciMLJacobianOperators", "Setfield", "StaticArraysCore"]
-git-tree-sha1 = "b9702235120d1161f8041b326eccebd334340de2"
+git-tree-sha1 = "01c48c37ba47721ec6489a1668ab3bb1f5b603c0"
 uuid = "5959db7a-ea39-4486-b5fe-2dd0bf03d60d"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.NonlinearSolveQuasiNewton]]
 deps = ["ArrayInterface", "CommonSolve", "ConcreteStructs", "LinearAlgebra", "LinearSolve", "MaybeInplace", "NonlinearSolveBase", "PrecompileTools", "Reexport", "SciMLBase", "SciMLOperators", "StaticArraysCore"]
-git-tree-sha1 = "4e0e34601c6c9890aa9443003180967f75c6929d"
+git-tree-sha1 = "a233b7bbb32426170b238e2e2b82b0f9f1c5caba"
 uuid = "9a2c21bd-3a47-402d-9113-8faf9a0ee114"
-version = "1.9.0"
+version = "1.10.0"
 weakdeps = ["ForwardDiff"]
 
     [deps.NonlinearSolveQuasiNewton.extensions]
@@ -2357,9 +2374,9 @@ weakdeps = ["ForwardDiff"]
 
 [[deps.NonlinearSolveSpectralMethods]]
 deps = ["CommonSolve", "ConcreteStructs", "LineSearch", "MaybeInplace", "NonlinearSolveBase", "PrecompileTools", "Reexport", "SciMLBase"]
-git-tree-sha1 = "6c613302febe2bb408a888105d07073cf6824911"
+git-tree-sha1 = "139bf9211930a829703481b3ffd86b1ab309cd07"
 uuid = "26075421-4e9a-44e1-8bd1-420ed7ad02b2"
-version = "1.4.0"
+version = "1.5.0"
 weakdeps = ["ForwardDiff"]
 
     [deps.NonlinearSolveSpectralMethods.extensions]
@@ -2415,9 +2432,9 @@ version = "1.5.0"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "2ae7d4ddec2e13ad3bddf5c0796f7547cf682391"
+git-tree-sha1 = "f19301ae653233bc88b1810ae908194f07f8db9d"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "3.5.2+0"
+version = "3.5.4+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl"]
@@ -2455,15 +2472,15 @@ version = "0.4.6"
 
 [[deps.Optimization]]
 deps = ["ADTypes", "ArrayInterface", "ConsoleProgressMonitor", "DocStringExtensions", "LBFGSB", "LinearAlgebra", "Logging", "LoggingExtras", "OptimizationBase", "Printf", "ProgressLogging", "Random", "Reexport", "SciMLBase", "SparseArrays", "TerminalLoggers"]
-git-tree-sha1 = "1e02b79bf6175d723a40745f622e9513253bab55"
+git-tree-sha1 = "fa2449ce34cc1d7b2191bad4d3356a5376412288"
 uuid = "7f7a1694-90dd-40f0-9382-eb1efda571ba"
-version = "4.7.0"
+version = "4.8.0"
 
 [[deps.OptimizationBase]]
 deps = ["ADTypes", "ArrayInterface", "DifferentiationInterface", "DocStringExtensions", "FastClosures", "LinearAlgebra", "PDMats", "Reexport", "SciMLBase", "SparseArrays", "SparseConnectivityTracer", "SparseMatrixColorings"]
-git-tree-sha1 = "4f6098addb09203f35de1b21d5e668315544ff26"
+git-tree-sha1 = "3da3daaceafec5e49cac1920124e8d7430e79d83"
 uuid = "bca83a33-5cc9-4baa-983d-23429ab6bcbb"
-version = "2.11.0"
+version = "2.12.0"
 
     [deps.OptimizationBase.extensions]
     OptimizationEnzymeExt = "Enzyme"
@@ -2489,15 +2506,15 @@ version = "2.11.0"
 
 [[deps.OptimizationNLopt]]
 deps = ["NLopt", "Optimization", "Random", "Reexport"]
-git-tree-sha1 = "83e469a5b058250e95121afeea71da14034b24a4"
+git-tree-sha1 = "49d76b9da5210991366ff9b685287a412f6ea69b"
 uuid = "4e6fcdb7-1186-4e1f-a706-475e75c168bb"
-version = "0.3.3"
+version = "0.3.4"
 
 [[deps.OptimizationOptimJL]]
 deps = ["Optim", "Optimization", "PrecompileTools", "Reexport", "SparseArrays"]
-git-tree-sha1 = "a6194340cb4f7d61cec9d6f605848d6a187c64b6"
+git-tree-sha1 = "d9e2cca329ce969a3dc26c9278d77bfeff7012ef"
 uuid = "36348300-93cb-4f02-beb5-3c3902f8871e"
-version = "0.4.4"
+version = "0.4.5"
 
 [[deps.Opus_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -2530,9 +2547,9 @@ version = "1.10.1"
 
 [[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 = "688c717e8eee84dcfef02ddf71c8028215b329ca"
+git-tree-sha1 = "e0e2c258a699b320927dadfc09e3bbc07adcb55e"
 uuid = "bbf590c4-e513-4bbe-9b18-05decba2e5d8"
-version = "1.34.0"
+version = "1.35.0"
 weakdeps = ["EnzymeCore", "Mooncake"]
 
     [deps.OrdinaryDiffEqCore.extensions]
@@ -2547,9 +2564,9 @@ version = "1.8.0"
 
 [[deps.OrdinaryDiffEqDifferentiation]]
 deps = ["ADTypes", "ArrayInterface", "ConcreteStructs", "ConstructionBase", "DiffEqBase", "DifferentiationInterface", "FastBroadcast", "FiniteDiff", "ForwardDiff", "FunctionWrappersWrappers", "LinearAlgebra", "LinearSolve", "OrdinaryDiffEqCore", "SciMLBase", "SciMLOperators", "SparseMatrixColorings", "StaticArrayInterface", "StaticArrays"]
-git-tree-sha1 = "1fff7356ccb79ca1b1ff3276135fda68d4d661be"
+git-tree-sha1 = "320b5f3e4e61ca0ad863c63c803f69973ba6efce"
 uuid = "4302a76b-040a-498a-8c04-15b101fed76b"
-version = "1.16.0"
+version = "1.16.1"
 weakdeps = ["SparseArrays"]
 
     [deps.OrdinaryDiffEqDifferentiation.extensions]
@@ -2623,9 +2640,9 @@ version = "1.7.0"
 
 [[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 = "b05226afc8fa6b8fc6f2258a89987b4f5bd0db4e"
+git-tree-sha1 = "f59c1c07cfa674c1d3f5dd386c4274d9bc2be221"
 uuid = "127b3ac7-2247-4354-8eb6-78cf4e7c58e8"
-version = "1.14.1"
+version = "1.15.0"
 
 [[deps.OrdinaryDiffEqNordsieck]]
 deps = ["DiffEqBase", "FastBroadcast", "LinearAlgebra", "MuladdMacro", "OrdinaryDiffEqCore", "OrdinaryDiffEqTsit5", "Polyester", "RecursiveArrayTools", "Reexport", "SciMLBase", "Static"]
@@ -2659,9 +2676,9 @@ version = "1.5.0"
 
 [[deps.OrdinaryDiffEqRosenbrock]]
 deps = ["ADTypes", "DiffEqBase", "DifferentiationInterface", "FastBroadcast", "FiniteDiff", "ForwardDiff", "LinearAlgebra", "LinearSolve", "MacroTools", "MuladdMacro", "OrdinaryDiffEqCore", "OrdinaryDiffEqDifferentiation", "Polyester", "PrecompileTools", "Preferences", "RecursiveArrayTools", "Reexport", "SciMLBase", "Static"]
-git-tree-sha1 = "f60d7201a2ceaa7e9a406942f0a2fa3e920715fa"
+git-tree-sha1 = "f34bc2f58656843596d09a4c4de8c20724ebc2f1"
 uuid = "43230ef6-c299-4910-a778-202eb28ce4ce"
-version = "1.18.0"
+version = "1.18.1"
 
 [[deps.OrdinaryDiffEqSDIRK]]
 deps = ["ADTypes", "DiffEqBase", "FastBroadcast", "LinearAlgebra", "MacroTools", "MuladdMacro", "OrdinaryDiffEqCore", "OrdinaryDiffEqDifferentiation", "OrdinaryDiffEqNonlinearSolve", "RecursiveArrayTools", "Reexport", "SciMLBase", "TruncatedStacktraces"]
@@ -2768,10 +2785,10 @@ uuid = "995b91a9-d308-5afd-9ec6-746e21dbc043"
 version = "1.4.3"
 
 [[deps.Plots]]
-deps = ["Base64", "Contour", "Dates", "Downloads", "FFMPEG", "FixedPointNumbers", "GR", "JLFzf", "JSON", "LaTeXStrings", "Latexify", "LinearAlgebra", "Measures", "NaNMath", "Pkg", "PlotThemes", "PlotUtils", "PrecompileTools", "Printf", "REPL", "Random", "RecipesBase", "RecipesPipeline", "Reexport", "RelocatableFolders", "Requires", "Scratch", "Showoff", "SparseArrays", "Statistics", "StatsBase", "TOML", "UUIDs", "UnicodeFun", "UnitfulLatexify", "Unzip"]
-git-tree-sha1 = "bfe839e9668f0c58367fb62d8757315c0eac8777"
+deps = ["Base64", "Contour", "Dates", "Downloads", "FFMPEG", "FixedPointNumbers", "GR", "JLFzf", "JSON", "LaTeXStrings", "Latexify", "LinearAlgebra", "Measures", "NaNMath", "Pkg", "PlotThemes", "PlotUtils", "PrecompileTools", "Printf", "REPL", "Random", "RecipesBase", "RecipesPipeline", "Reexport", "RelocatableFolders", "Requires", "Scratch", "Showoff", "SparseArrays", "Statistics", "StatsBase", "TOML", "UUIDs", "UnicodeFun", "Unzip"]
+git-tree-sha1 = "12ce661880f8e309569074a61d3767e5756a199f"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
-version = "1.40.20"
+version = "1.41.1"
 
     [deps.Plots.extensions]
     FileIOExt = "FileIO"
@@ -2789,9 +2806,9 @@ version = "1.40.20"
 
 [[deps.PoissonRandom]]
 deps = ["LogExpFunctions", "Random"]
-git-tree-sha1 = "c1ea45aa9f209fe97192afa233907bc4e551c8aa"
+git-tree-sha1 = "67afbcbe9e184d6729a92a022147ed4cf972ca7b"
 uuid = "e409e4f3-bfea-5376-8464-e040bb5c01ab"
-version = "0.4.6"
+version = "0.4.7"
 
 [[deps.Polyester]]
 deps = ["ArrayInterface", "BitTwiddlingConvenienceFunctions", "CPUSummary", "IfElse", "ManualMemory", "PolyesterWeave", "Static", "StaticArrayInterface", "StrideArraysCore", "ThreadingUtilities"]
@@ -3142,20 +3159,25 @@ version = "0.1.11"
 
 [[deps.SciMLOperators]]
 deps = ["Accessors", "ArrayInterface", "DocStringExtensions", "LinearAlgebra", "MacroTools"]
-git-tree-sha1 = "024d829102878141aaee5cf8f8288bcabd2f57a0"
+git-tree-sha1 = "1933747abf567c26a58d07a4bab1760372425cba"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "1.7.2"
+version = "1.8.0"
 weakdeps = ["SparseArrays", "StaticArraysCore"]
 
     [deps.SciMLOperators.extensions]
     SciMLOperatorsSparseArraysExt = "SparseArrays"
     SciMLOperatorsStaticArraysCoreExt = "StaticArraysCore"
 
+[[deps.SciMLPublic]]
+git-tree-sha1 = "ed647f161e8b3f2973f24979ec074e8d084f1bee"
+uuid = "431bcebd-1456-4ced-9d72-93c2757fff0b"
+version = "1.0.0"
+
 [[deps.SciMLSensitivity]]
 deps = ["ADTypes", "Accessors", "Adapt", "ArrayInterface", "ChainRulesCore", "DiffEqBase", "DiffEqCallbacks", "DiffEqNoiseProcess", "Distributions", "Enzyme", "FastBroadcast", "FiniteDiff", "ForwardDiff", "FunctionProperties", "FunctionWrappersWrappers", "Functors", "GPUArraysCore", "LinearAlgebra", "LinearSolve", "Markdown", "OrdinaryDiffEqCore", "PreallocationTools", "QuadGK", "Random", "RandomNumbers", "RecursiveArrayTools", "Reexport", "ReverseDiff", "SciMLBase", "SciMLJacobianOperators", "SciMLStructures", "StaticArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tracker", "Zygote"]
-git-tree-sha1 = "e1b5f9b3be1452591c40a88de9efb265ebe76030"
+git-tree-sha1 = "3daf56b14764a18b47ccd0b3560dc583a180727f"
 uuid = "1ed8b502-d754-442c-8d5d-10ac956f44a1"
-version = "7.89.0"
+version = "7.90.0"
 weakdeps = ["Mooncake"]
 
     [deps.SciMLSensitivity.extensions]
@@ -3228,9 +3250,9 @@ version = "1.2.0"
 
 [[deps.SimpleNonlinearSolve]]
 deps = ["ADTypes", "ArrayInterface", "BracketingNonlinearSolve", "CommonSolve", "ConcreteStructs", "DifferentiationInterface", "FastClosures", "FiniteDiff", "ForwardDiff", "LineSearch", "LinearAlgebra", "MaybeInplace", "NonlinearSolveBase", "PrecompileTools", "Reexport", "SciMLBase", "Setfield", "StaticArraysCore"]
-git-tree-sha1 = "782c67176b473abf62a6786399c4b7ddcc1a2d77"
+git-tree-sha1 = "8825064775bf4ae0f22d04ea63979d8c868fd510"
 uuid = "727e6d20-b764-4bd8-a329-72de5adea6c7"
-version = "2.8.0"
+version = "2.9.0"
 weakdeps = ["ChainRulesCore", "ReverseDiff", "Tracker"]
 
     [deps.SimpleNonlinearSolve.extensions]
@@ -3302,9 +3324,9 @@ version = "0.4.21"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
-git-tree-sha1 = "41852b8679f78c8d8961eeadc8f62cef861a52e3"
+git-tree-sha1 = "f2685b435df2613e25fc10ad8c26dddb8640f547"
 uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
-version = "2.5.1"
+version = "2.6.1"
 weakdeps = ["ChainRulesCore"]
 
     [deps.SpecialFunctions.extensions]
@@ -3323,10 +3345,10 @@ uuid = "860ef19b-820b-49d6-a774-d7a799459cd3"
 version = "1.0.3"
 
 [[deps.Static]]
-deps = ["CommonWorldInvalidations", "IfElse", "PrecompileTools"]
-git-tree-sha1 = "f737d444cb0ad07e61b3c1bef8eb91203c321eff"
+deps = ["CommonWorldInvalidations", "IfElse", "PrecompileTools", "SciMLPublic"]
+git-tree-sha1 = "1e44e7b1dbb5249876d84c32466f8988a6b41bbb"
 uuid = "aedffcd0-7271-4cad-89d0-dc628f76c6d3"
-version = "1.2.0"
+version = "1.3.0"
 
 [[deps.StaticArrayInterface]]
 deps = ["ArrayInterface", "Compat", "IfElse", "LinearAlgebra", "PrecompileTools", "Static"]
@@ -3396,21 +3418,21 @@ weakdeps = ["ChainRulesCore", "InverseFunctions"]
 
 [[deps.StatsModels]]
 deps = ["DataAPI", "DataStructures", "LinearAlgebra", "Printf", "REPL", "ShiftedArrays", "SparseArrays", "StatsAPI", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "85a43f6fc30dd80c61342519ca2fc36dac912eae"
+git-tree-sha1 = "b117c1fe033a04126780c898e75c7980bf676df3"
 uuid = "3eaba693-59b7-5ba5-a881-562e759f1c8d"
-version = "0.7.6"
+version = "0.7.7"
 
 [[deps.StatsPlots]]
 deps = ["AbstractFFTs", "Clustering", "DataStructures", "Distributions", "Interpolations", "KernelDensity", "LinearAlgebra", "MultivariateStats", "NaNMath", "Observables", "Plots", "RecipesBase", "RecipesPipeline", "Reexport", "StatsBase", "TableOperations", "Tables", "Widgets"]
-git-tree-sha1 = "3b1dcbf62e469a67f6733ae493401e53d92ff543"
+git-tree-sha1 = "88cf3587711d9ad0a55722d339a013c4c56c5bbc"
 uuid = "f3b207a7-027a-5e70-b257-86293d7955fd"
-version = "0.15.7"
+version = "0.15.8"
 
 [[deps.SteadyStateDiffEq]]
 deps = ["ConcreteStructs", "DiffEqBase", "DiffEqCallbacks", "LinearAlgebra", "NonlinearSolveBase", "Reexport", "SciMLBase"]
-git-tree-sha1 = "66a028f9a2bb44d0f6de0814a2b9840af548143a"
+git-tree-sha1 = "0a297695b71f24b4158c9c4c1eaaec976a86e87d"
 uuid = "9672c7b4-1e72-59bd-8a11-6ac3964bc41f"
-version = "2.5.0"
+version = "2.7.0"
 
 [[deps.StochasticDiffEq]]
 deps = ["ADTypes", "Adapt", "ArrayInterface", "DataStructures", "DiffEqBase", "DiffEqNoiseProcess", "DocStringExtensions", "FastPower", "FiniteDiff", "ForwardDiff", "JumpProcesses", "LevyArea", "LinearAlgebra", "Logging", "MuladdMacro", "NLsolve", "OrdinaryDiffEqCore", "OrdinaryDiffEqDifferentiation", "OrdinaryDiffEqNonlinearSolve", "Random", "RandomNumbers", "RecursiveArrayTools", "Reexport", "SciMLBase", "SciMLOperators", "SparseArrays", "StaticArrays", "UnPack"]
@@ -3569,9 +3591,9 @@ version = "0.5.5"
 
 [[deps.TimeZones]]
 deps = ["Artifacts", "Dates", "Downloads", "InlineStrings", "Mocking", "Printf", "Scratch", "TZJData", "Unicode", "p7zip_jll"]
-git-tree-sha1 = "1f9a3f379a2ce2a213a0f606895567a08a1a2d08"
+git-tree-sha1 = "06f4f1f3e8ff09e42e59b043a747332e88e01aba"
 uuid = "f269a46b-ccf7-5d73-abea-4c690281aa53"
-version = "1.22.0"
+version = "1.22.1"
 weakdeps = ["RecipesBase"]
 
     [deps.TimeZones.extensions]
@@ -3657,9 +3679,9 @@ version = "1.6.0"
 
 [[deps.Turing]]
 deps = ["ADTypes", "AbstractMCMC", "AbstractPPL", "Accessors", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "Compat", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "MCMCChains", "NamedArrays", "Optimization", "OptimizationOptimJL", "OrderedCollections", "Printf", "Random", "Reexport", "SciMLBase", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "8e1e790cfdffd15524575b84c4709033d1ea9550"
+git-tree-sha1 = "1eb4c81c19e9f245c46c38e0c16e8efa4e484cba"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.40.3"
+version = "0.40.4"
 weakdeps = ["DynamicHMC", "Optim"]
 
     [deps.Turing.extensions]
@@ -3691,25 +3713,6 @@ git-tree-sha1 = "53915e50200959667e78a92a418594b428dffddf"
 uuid = "1cfade01-22cf-5700-b092-accc4b62d6e1"
 version = "0.4.1"
 
-[[deps.Unitful]]
-deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "6258d453843c466d84c17a58732dda5deeb8d3af"
-uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.24.0"
-weakdeps = ["ConstructionBase", "ForwardDiff", "InverseFunctions", "Printf"]
-
-    [deps.Unitful.extensions]
-    ConstructionBaseUnitfulExt = "ConstructionBase"
-    ForwardDiffExt = "ForwardDiff"
-    InverseFunctionsUnitfulExt = "InverseFunctions"
-    PrintfExt = "Printf"
-
-[[deps.UnitfulLatexify]]
-deps = ["LaTeXStrings", "Latexify", "Unitful"]
-git-tree-sha1 = "af305cc62419f9bd61b6644d19170a4d258c7967"
-uuid = "45397f5d-5981-4c77-b2b3-fc36d6e9b728"
-version = "1.7.0"
-
 [[deps.UnsafeAtomics]]
 git-tree-sha1 = "b13c4edda90890e5b04ba24e20a310fbe6f249ff"
 uuid = "013be700-e6cd-48c3-b4a1-df204f14c38f"
@@ -3744,9 +3747,9 @@ version = "1.4.2"
 
 [[deps.WeightInitializers]]
 deps = ["ArgCheck", "ConcreteStructs", "GPUArraysCore", "LinearAlgebra", "Random", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "2fe6d8bd39dc8d1f575963eef137f77bd47200c9"
+git-tree-sha1 = "c0a2569d1e88648616450ad065d1a5a0138a6d02"
 uuid = "d49dbf32-c5c2-4618-8acc-27bb2598ef2d"
-version = "1.2.0"
+version = "1.2.1"
 
     [deps.WeightInitializers.extensions]
     WeightInitializersAMDGPUExt = "AMDGPU"
@@ -3829,9 +3832,9 @@ version = "1.3.7+0"
 
 [[deps.Xorg_libXfixes_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
-git-tree-sha1 = "9caba99d38404b285db8801d5c45ef4f4f425a6d"
+git-tree-sha1 = "75e00946e43621e09d431d9b95818ee751e6b2ef"
 uuid = "d091e8ba-531a-589c-9de9-94069b037ed8"
-version = "6.0.1+0"
+version = "6.0.2+0"
 
 [[deps.Xorg_libXi_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libXext_jll", "Xorg_libXfixes_jll"]
@@ -3871,9 +3874,9 @@ version = "1.1.3+0"
 
 [[deps.Xorg_xcb_util_cursor_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_jll", "Xorg_xcb_util_renderutil_jll"]
-git-tree-sha1 = "c5bf2dad6a03dfef57ea0a170a1fe493601603f2"
+git-tree-sha1 = "9750dc53819eba4e9a20be42349a6d3b86c7cdf8"
 uuid = "e920d4aa-a673-5f3a-b3d7-f755a4d47c43"
-version = "0.1.5+0"
+version = "0.1.6+0"
 
 [[deps.Xorg_xcb_util_image_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_jll"]
@@ -3972,9 +3975,9 @@ version = "0.61.1+0"
 
 [[deps.libaom_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "4bba74fa59ab0755167ad24f98800fe5d727175b"
+git-tree-sha1 = "371cc681c00a3ccc3fbc5c0fb91f58ba9bec1ecf"
 uuid = "a4ae2306-e953-59d6-aa16-d00cac43593b"
-version = "3.12.1+0"
+version = "3.13.1+0"
 
 [[deps.libass_jll]]
 deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Zlib_jll"]