diff --git a/Manifest.toml b/Manifest.toml
index 6f8f1feae..3b5e8c298 100644
--- a/Manifest.toml
+++ b/Manifest.toml
@@ -2,7 +2,7 @@
 
 julia_version = "1.10.4"
 manifest_format = "2.0"
-project_hash = "4dbb593d041b187abd261fc4e92a2df5baf55b80"
+project_hash = "e0661388214f9e03749b3fccc86939dfd3853246"
 
 [[deps.ADTypes]]
 git-tree-sha1 = "016833eb52ba2d6bea9fcb50ca295980e728ee24"
@@ -182,9 +182,9 @@ version = "7.7.1"
 
 [[deps.ArrayLayouts]]
 deps = ["FillArrays", "LinearAlgebra"]
-git-tree-sha1 = "ce2ca959f932f5dad70697dd93133d1167cf1e4e"
+git-tree-sha1 = "0dd7edaff278e346eb0ca07a7e75c9438408a3ce"
 uuid = "4c555306-a7a7-4459-81d9-ec55ddd5c99a"
-version = "1.10.2"
+version = "1.10.3"
 weakdeps = ["SparseArrays"]
 
     [deps.ArrayLayouts.extensions]
@@ -327,12 +327,6 @@ git-tree-sha1 = "a2f1c8c668c8e3cb4cca4e57a8efdb09067bb3fd"
 uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a"
 version = "1.18.0+2"
 
-[[deps.Calculus]]
-deps = ["LinearAlgebra"]
-git-tree-sha1 = "f641eb0a4f00c343bbc32346e1217b86f3ce9dad"
-uuid = "49dc2e85-a5d0-5ad3-a950-438e2897f1b9"
-version = "0.5.1"
-
 [[deps.Cassette]]
 git-tree-sha1 = "0970356c3bb9113309c74c27c87083cf9c73880a"
 uuid = "7057c7e9-c182-5462-911a-8362d720325c"
@@ -373,14 +367,15 @@ weakdeps = ["SparseArrays"]
     ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
-deps = ["LinearAlgebra", "Test"]
-git-tree-sha1 = "2fba81a302a7be671aefe194f0525ef231104e7f"
+deps = ["LinearAlgebra"]
+git-tree-sha1 = "799b25ca3a8a24936ae7b5c52ad194685fc3e6ef"
 uuid = "9e997f8a-9a97-42d5-a9f1-ce6bfc15e2c0"
-version = "0.1.8"
-weakdeps = ["InverseFunctions"]
+version = "0.1.9"
+weakdeps = ["InverseFunctions", "Test"]
 
     [deps.ChangesOfVariables.extensions]
     ChangesOfVariablesInverseFunctionsExt = "InverseFunctions"
+    ChangesOfVariablesTestExt = "Test"
 
 [[deps.CloseOpenIntervals]]
 deps = ["Static", "StaticArrayInterface"]
@@ -395,16 +390,16 @@ uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
 version = "0.15.7"
 
 [[deps.CodecBzip2]]
-deps = ["Bzip2_jll", "Libdl", "TranscodingStreams"]
-git-tree-sha1 = "f8889d1770addf59d0a015c49a473fa2bdb9f809"
+deps = ["Bzip2_jll", "TranscodingStreams"]
+git-tree-sha1 = "e7c529cc31bb85b97631b922fa2e6baf246f5905"
 uuid = "523fee87-0ab8-5b00-afb7-3ecf72e48cfd"
-version = "0.8.3"
+version = "0.8.4"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "b8fe8546d52ca154ac556809e10c75e6e7430ac8"
+git-tree-sha1 = "bce6804e5e6044c6daab27bb533d1295e4a2e759"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.5"
+version = "0.7.6"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -445,10 +440,10 @@ uuid = "38540f10-b2f7-11e9-35d8-d573e4eb0ff2"
 version = "0.2.4"
 
 [[deps.CommonSubexpressions]]
-deps = ["MacroTools", "Test"]
-git-tree-sha1 = "7b8a93dba8af7e3b42fecabf646260105ac373f7"
+deps = ["MacroTools"]
+git-tree-sha1 = "cda2cfaebb4be89c9084adaca7dd7333369715c5"
 uuid = "bbf7d656-a473-5ed7-a52c-81e309532950"
-version = "0.3.0"
+version = "0.3.1"
 
 [[deps.Compat]]
 deps = ["TOML", "UUIDs"]
@@ -512,9 +507,9 @@ version = "0.1.2"
 
 [[deps.ConstructionBase]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "d8a9c0b6ac2d9081bf76324b39c78ca3ce4f0c98"
+git-tree-sha1 = "a33b7ced222c6165f624a3f2b55945fac5a598d9"
 uuid = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
-version = "1.5.6"
+version = "1.5.7"
 weakdeps = ["IntervalSets", "StaticArrays"]
 
     [deps.ConstructionBase.extensions]
@@ -640,10 +635,10 @@ version = "2.35.0"
 weakdeps = ["OrdinaryDiffEq", "Sundials"]
 
 [[deps.DiffEqNoiseProcess]]
-deps = ["DiffEqBase", "Distributions", "GPUArraysCore", "LinearAlgebra", "Markdown", "Optim", "PoissonRandom", "QuadGK", "Random", "Random123", "RandomNumbers", "RecipesBase", "RecursiveArrayTools", "Requires", "ResettableStacks", "SciMLBase", "StaticArraysCore", "Statistics"]
-git-tree-sha1 = "ed0158e758723b4d429afbbb5d98c5afd3458dc1"
+deps = ["DiffEqBase", "Distributions", "GPUArraysCore", "LinearAlgebra", "Markdown", "Optim", "PoissonRandom", "QuadGK", "Random", "Random123", "RandomNumbers", "RecipesBase", "RecursiveArrayTools", "ResettableStacks", "SciMLBase", "StaticArraysCore", "Statistics"]
+git-tree-sha1 = "ab1e6515ce15f01316a9825b02729fefa51726bd"
 uuid = "77a26b50-5914-5dd7-bc55-306e6241c503"
-version = "5.22.0"
+version = "5.23.0"
 weakdeps = ["ReverseDiff"]
 
     [deps.DiffEqNoiseProcess.extensions]
@@ -669,9 +664,9 @@ version = "7.10.0"
 
 [[deps.DispatchDoctor]]
 deps = ["MacroTools", "Preferences"]
-git-tree-sha1 = "114474c54e14f9ae53b8a5088507560278db15c3"
+git-tree-sha1 = "c2acd1de2c4c357928f9fb6b60b402d914621378"
 uuid = "8d63f2c5-f18a-4cf2-ba9d-b3f60fc568c8"
-version = "0.4.13"
+version = "0.4.14"
 weakdeps = ["ChainRulesCore", "EnzymeCore"]
 
     [deps.DispatchDoctor.extensions]
@@ -695,9 +690,9 @@ uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
 deps = ["AliasTables", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "0e0a1264b0942f1f3abb2b30891f2a590cc652ac"
+git-tree-sha1 = "e6c693a0e4394f8fda0e51a5bdf5aef26f8235e9"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.110"
+version = "0.25.111"
 weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
@@ -734,12 +729,6 @@ deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"]
 uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
 version = "1.6.0"
 
-[[deps.DualNumbers]]
-deps = ["Calculus", "NaNMath", "SpecialFunctions"]
-git-tree-sha1 = "5837a837389fccf076445fce071c8ddaea35a566"
-uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
-version = "0.6.8"
-
 [[deps.DynamicHMC]]
 deps = ["ArgCheck", "DocStringExtensions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "LogExpFunctions", "ProgressMeter", "Random", "SimpleUnPack", "Statistics", "TensorCast"]
 git-tree-sha1 = "9285af003a31272b4105c8e80d90b99eaf4b8c05"
@@ -748,9 +737,9 @@ 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 = "f017bc2020220697b795ff636dc595537b9d271f"
+git-tree-sha1 = "79ff677df43bbad59ee704819ec6ede5a9c71b29"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.28.2"
+version = "0.28.3"
 weakdeps = ["ChainRulesCore", "EnzymeCore", "ForwardDiff", "MCMCChains", "ReverseDiff", "ZygoteRules"]
 
     [deps.DynamicPPL.extensions]
@@ -897,19 +886,24 @@ uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
 version = "1.16.3"
 
 [[deps.FilePathsBase]]
-deps = ["Compat", "Dates", "Mmap", "Printf", "Test", "UUIDs"]
-git-tree-sha1 = "9f00e42f8d99fdde64d40c8ea5d14269a2e2c1aa"
+deps = ["Compat", "Dates"]
+git-tree-sha1 = "7878ff7172a8e6beedd1dea14bd27c3c6340d361"
 uuid = "48062228-2e41-5def-b9a4-89aafe57970f"
-version = "0.9.21"
+version = "0.9.22"
+weakdeps = ["Mmap", "Test"]
+
+    [deps.FilePathsBase.extensions]
+    FilePathsBaseMmapExt = "Mmap"
+    FilePathsBaseTestExt = "Test"
 
 [[deps.FileWatching]]
 uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "0653c0a2396a6da5bc4766c43041ef5fd3efbe57"
+git-tree-sha1 = "6a70198746448456524cb442b8af316927ff3e1a"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.11.0"
+version = "1.13.0"
 weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
@@ -1131,10 +1125,10 @@ uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
 version = "1.10.8"
 
 [[deps.HarfBuzz_jll]]
-deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
-git-tree-sha1 = "129acf094d168394e80ee1dc4bc06ec835e510a3"
+deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll"]
+git-tree-sha1 = "401e4f3f30f43af2c8478fc008da50096ea5240f"
 uuid = "2e76f6c2-a576-52d4-95c1-20adfe4de566"
-version = "2.8.1+1"
+version = "8.3.1+0"
 
 [[deps.HostCPUFeatures]]
 deps = ["BitTwiddlingConvenienceFunctions", "IfElse", "Libdl", "Static"]
@@ -1149,10 +1143,10 @@ uuid = "e33a78d0-f292-5ffc-b300-72abe9b543c8"
 version = "2.11.1+0"
 
 [[deps.HypergeometricFunctions]]
-deps = ["DualNumbers", "LinearAlgebra", "OpenLibm_jll", "SpecialFunctions"]
-git-tree-sha1 = "f218fe3736ddf977e0e772bc9a586b2383da2685"
+deps = ["LinearAlgebra", "OpenLibm_jll", "SpecialFunctions"]
+git-tree-sha1 = "7c4195be1649ae622304031ed46a2f4df989f1eb"
 uuid = "34004b35-14d8-5ef3-9330-4cdb6864b03a"
-version = "0.3.23"
+version = "0.3.24"
 
 [[deps.IRTools]]
 deps = ["InteractiveUtils", "MacroTools"]
@@ -1195,10 +1189,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "14eb2b542e748570b56446f4c50fbfb2306ebc45"
+deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "10bd689145d2c3b2a9844005d01087cc1194e79e"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2024.2.0+0"
+version = "2024.2.1+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -1226,14 +1220,14 @@ weakdeps = ["Random", "RecipesBase", "Statistics"]
     IntervalSetsStatisticsExt = "Statistics"
 
 [[deps.InverseFunctions]]
-deps = ["Test"]
-git-tree-sha1 = "18c59411ece4838b18cd7f537e56cf5e41ce5bfd"
+git-tree-sha1 = "2787db24f4e03daf859c6509ff87764e4182f7d1"
 uuid = "3587e190-3f89-42d0-90ee-14403ec27112"
-version = "0.1.15"
-weakdeps = ["Dates"]
+version = "0.1.16"
+weakdeps = ["Dates", "Test"]
 
     [deps.InverseFunctions.extensions]
-    DatesExt = "Dates"
+    InverseFunctionsDatesExt = "Dates"
+    InverseFunctionsTestExt = "Test"
 
 [[deps.InvertedIndices]]
 git-tree-sha1 = "0dc7b50b8d436461be01300fd8cd45aa0274b038"
@@ -1257,15 +1251,15 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
+git-tree-sha1 = "39d64b09147620f5ffbf6b2d3255be3c901bec63"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
-git-tree-sha1 = "7e5d6779a1e09a36db2a7b6cff50942a0a7d0fca"
+git-tree-sha1 = "f389674c99bfcde17dc57454011aa44d5a260a40"
 uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.JSON]]
 deps = ["Dates", "Mmap", "Parsers", "Unicode"]
@@ -1361,9 +1355,9 @@ version = "0.0.29+0"
 
 [[deps.LLVMOpenMP_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
+git-tree-sha1 = "e16271d212accd09d52ee0ae98956b8a05c4b626"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.7+0"
+version = "17.0.6+0"
 
 [[deps.LRUCache]]
 git-tree-sha1 = "b3cc6698599b10e652832c2f23db3cab99d51b59"
@@ -1785,9 +1779,9 @@ uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MathOptInterface]]
 deps = ["BenchmarkTools", "CodecBzip2", "CodecZlib", "DataStructures", "ForwardDiff", "JSON", "LinearAlgebra", "MutableArithmetics", "NaNMath", "OrderedCollections", "PrecompileTools", "Printf", "SparseArrays", "SpecialFunctions", "Test", "Unicode"]
-git-tree-sha1 = "c0fe113e9c72aa0c9a185fd3c5ca1daa51de1486"
+git-tree-sha1 = "5b246fca5420ae176d65ed43a2d0ee5897775216"
 uuid = "b8f27783-ece8-5eb3-8dc8-9495eed66fee"
-version = "1.31.1"
+version = "1.31.2"
 
 [[deps.MathProgBase]]
 deps = ["LinearAlgebra", "SparseArrays"]
@@ -1846,9 +1840,9 @@ uuid = "a63ad114-7e13-5084-954f-fe012c677804"
 
 [[deps.Mocking]]
 deps = ["Compat", "ExprTools"]
-git-tree-sha1 = "ead0dbb33b6808578c385ffaab20d9b57053661b"
+git-tree-sha1 = "2c140d60d7cb82badf06d8783800d0bcd1a7daa2"
 uuid = "78c3b35d-d492-501b-9361-3d52fe80e533"
-version = "0.8.0"
+version = "0.8.1"
 
 [[deps.MozillaCACerts_jll]]
 uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
@@ -1884,10 +1878,10 @@ uuid = "76087f3c-5699-56af-9a33-bf431cd00edd"
 version = "0.6.5"
 
 [[deps.NLopt_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "9b1f15a08f9d00cdb2761dcfa6f453f5d0d6f973"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "3d1eefa627faeabc59ab9edbf00d17f70123ad69"
 uuid = "079eb43e-fd8e-5478-9966-2cf3e3edb778"
-version = "2.7.1+0"
+version = "2.8.0+0"
 
 [[deps.NLsolve]]
 deps = ["Distances", "LineSearches", "LinearAlgebra", "NLSolversBase", "Printf", "Reexport"]
@@ -1897,9 +1891,9 @@ version = "4.5.1"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "190dcada8cf9520198058c4544862b1f88c6c577"
+git-tree-sha1 = "ae52c156a63bb647f80c26319b104e99e5977e51"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.21"
+version = "0.9.22"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -2076,10 +2070,10 @@ uuid = "36348300-93cb-4f02-beb5-3c3902f8871e"
 version = "0.1.14"
 
 [[deps.Opus_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "51a08fb14ec28da2ec7a927c4337e4332c2a4720"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "6703a85cb3781bd5909d48730a67205f3f31a575"
 uuid = "91d4177d-7536-5919-b921-800302f37372"
-version = "1.3.2+0"
+version = "1.3.3+0"
 
 [[deps.OrderedCollections]]
 git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
@@ -2117,9 +2111,9 @@ weakdeps = ["Requires", "TOML"]
 
 [[deps.Pango_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "FriBidi_jll", "Glib_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cb5a2ab6763464ae0f19c86c56c63d4a2b0f5bda"
+git-tree-sha1 = "e127b609fb9ecba6f201ba7ab753d5a605d53801"
 uuid = "36c8627f-9965-5494-a995-c6b170f724f3"
-version = "1.52.2+0"
+version = "1.54.1+0"
 
 [[deps.Parameters]]
 deps = ["OrderedCollections", "UnPack"]
@@ -2175,9 +2169,9 @@ version = "1.4.1"
 
 [[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 = "082f0c4b70c202c37784ce4bfbc33c9f437685bf"
+git-tree-sha1 = "45470145863035bb124ca51b320ed35d071cc6c2"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
-version = "1.40.5"
+version = "1.40.8"
 
     [deps.Plots.extensions]
     FileIOExt = "FileIO"
@@ -2200,10 +2194,10 @@ uuid = "e409e4f3-bfea-5376-8464-e040bb5c01ab"
 version = "0.4.4"
 
 [[deps.Polyester]]
-deps = ["ArrayInterface", "BitTwiddlingConvenienceFunctions", "CPUSummary", "IfElse", "ManualMemory", "PolyesterWeave", "Requires", "Static", "StaticArrayInterface", "StrideArraysCore", "ThreadingUtilities"]
-git-tree-sha1 = "9ff799e8fb8ed6717710feee3be3bc20645daa97"
+deps = ["ArrayInterface", "BitTwiddlingConvenienceFunctions", "CPUSummary", "IfElse", "ManualMemory", "PolyesterWeave", "Static", "StaticArrayInterface", "StrideArraysCore", "ThreadingUtilities"]
+git-tree-sha1 = "6d38fea02d983051776a856b7df75b30cf9a3c1f"
 uuid = "f517fe37-dbe3-4b94-8317-1923a5111588"
-version = "0.7.15"
+version = "0.7.16"
 
 [[deps.PolyesterWeave]]
 deps = ["BitTwiddlingConvenienceFunctions", "CPUSummary", "IfElse", "Static", "ThreadingUtilities"]
@@ -2225,9 +2219,9 @@ version = "0.2.4"
 
 [[deps.PreallocationTools]]
 deps = ["Adapt", "ArrayInterface", "ForwardDiff"]
-git-tree-sha1 = "d7f3f63331c7c8c81245b4ee2815b7d496365833"
+git-tree-sha1 = "6c62ce45f268f3f958821a1e5192cf91c75ae89c"
 uuid = "d236fae5-4411-538c-8e31-a6e3d9e00b46"
-version = "0.4.23"
+version = "0.4.24"
 weakdeps = ["ReverseDiff"]
 
     [deps.PreallocationTools.extensions]
@@ -2277,9 +2271,9 @@ uuid = "92933f4c-e287-5a05-a399-4b506db050ca"
 version = "1.10.2"
 
 [[deps.PtrArrays]]
-git-tree-sha1 = "f011fbb92c4d401059b2212c05c0601b70f8b759"
+git-tree-sha1 = "77a42d78b6a92df47ab37e177b2deac405e1c88f"
 uuid = "43287f4e-b6f4-7ad1-bb20-aadabca52c3d"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.Qt6Base_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Fontconfig_jll", "Glib_jll", "JLLWrappers", "Libdl", "Libglvnd_jll", "OpenSSL_jll", "Vulkan_Loader_jll", "Xorg_libSM_jll", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Xorg_libxcb_jll", "Xorg_xcb_util_cursor_jll", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_keysyms_jll", "Xorg_xcb_util_renderutil_jll", "Xorg_xcb_util_wm_jll", "Zlib_jll", "libinput_jll", "xkbcommon_jll"]
@@ -2338,10 +2332,10 @@ uuid = "74087812-796a-5b5d-8853-05524746bad3"
 version = "1.7.0"
 
 [[deps.RandomNumbers]]
-deps = ["Random", "Requires"]
-git-tree-sha1 = "043da614cc7e95c703498a491e2c21f58a2b8111"
+deps = ["Random"]
+git-tree-sha1 = "c6ec94d2aaba1ab2ff983052cf6a606ca5985902"
 uuid = "e6cf234a-135c-5ec9-84dd-332b85af5143"
-version = "1.5.3"
+version = "1.6.0"
 
 [[deps.RangeArrays]]
 git-tree-sha1 = "b9039e93773ddcfc828f12aadf7115b4b4d225f5"
@@ -2443,15 +2437,15 @@ version = "0.7.1"
 
 [[deps.Rmath_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "d483cd324ce5cf5d61b77930f0bbd6cb61927d21"
+git-tree-sha1 = "e60724fd3beea548353984dc61c943ecddb0e29a"
 uuid = "f50d1b31-88e8-58de-be2c-1cc44531875f"
-version = "0.4.2+0"
+version = "0.4.3+0"
 
 [[deps.Roots]]
 deps = ["Accessors", "ChainRulesCore", "CommonSolve", "Printf"]
-git-tree-sha1 = "3484138c9fa4296a0cf46a74ca3f97b59d12b1d0"
+git-tree-sha1 = "12e0a0e549c8545db615a2ec48664d56e1aad44d"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.1.6"
+version = "2.1.7"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -2509,10 +2503,15 @@ uuid = "e9a6253c-8580-4d32-9898-8661bb511710"
 version = "0.1.9"
 
 [[deps.SciMLOperators]]
-deps = ["ArrayInterface", "DocStringExtensions", "LinearAlgebra", "MacroTools", "Setfield", "SparseArrays", "StaticArraysCore"]
-git-tree-sha1 = "10499f619ef6e890f3f4a38914481cc868689cd5"
+deps = ["Accessors", "ArrayInterface", "DocStringExtensions", "LinearAlgebra", "MacroTools"]
+git-tree-sha1 = "e39c5f217f9aca640c8e27ab21acf557a3967db5"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.8"
+version = "0.3.10"
+weakdeps = ["SparseArrays", "StaticArraysCore"]
+
+    [deps.SciMLOperators.extensions]
+    SciMLOperatorsSparseArraysExt = "SparseArrays"
+    SciMLOperatorsStaticArraysCoreExt = "StaticArraysCore"
 
 [[deps.SciMLSensitivity]]
 deps = ["ADTypes", "Adapt", "ArrayInterface", "ChainRulesCore", "DiffEqBase", "DiffEqCallbacks", "DiffEqNoiseProcess", "Distributions", "EllipsisNotation", "Enzyme", "FiniteDiff", "ForwardDiff", "FunctionProperties", "FunctionWrappersWrappers", "Functors", "GPUArraysCore", "LinearAlgebra", "LinearSolve", "Markdown", "OrdinaryDiffEq", "Parameters", "PreallocationTools", "QuadGK", "Random", "RandomNumbers", "RecursiveArrayTools", "Reexport", "ReverseDiff", "SciMLBase", "SciMLOperators", "SparseDiffTools", "StaticArrays", "StaticArraysCore", "Statistics", "StochasticDiffEq", "Tracker", "TruncatedStacktraces", "Zygote"]
@@ -2661,10 +2660,10 @@ uuid = "aedffcd0-7271-4cad-89d0-dc628f76c6d3"
 version = "0.8.10"
 
 [[deps.StaticArrayInterface]]
-deps = ["ArrayInterface", "Compat", "IfElse", "LinearAlgebra", "PrecompileTools", "Requires", "Static"]
-git-tree-sha1 = "c3668ff1a3e4ddf374fc4f8c25539ce7194dcc39"
+deps = ["ArrayInterface", "Compat", "IfElse", "LinearAlgebra", "PrecompileTools", "Static"]
+git-tree-sha1 = "96381d50f1ce85f2663584c8e886a6ca97e60554"
 uuid = "0d7ed370-da01-4f52-bd93-41d350b8b718"
-version = "1.6.0"
+version = "1.8.0"
 weakdeps = ["OffsetArrays", "StaticArrays"]
 
     [deps.StaticArrayInterface.extensions]
@@ -2723,9 +2722,9 @@ weakdeps = ["ChainRulesCore", "InverseFunctions"]
 
 [[deps.StatsModels]]
 deps = ["DataAPI", "DataStructures", "LinearAlgebra", "Printf", "REPL", "ShiftedArrays", "SparseArrays", "StatsAPI", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "5cf6c4583533ee38639f73b880f35fc85f2941e0"
+git-tree-sha1 = "9022bcaa2fc1d484f1326eaa4db8db543ca8c66d"
 uuid = "3eaba693-59b7-5ba5-a881-562e759f1c8d"
-version = "0.7.3"
+version = "0.7.4"
 
 [[deps.StatsPlots]]
 deps = ["AbstractFFTs", "Clustering", "DataStructures", "Distributions", "Interpolations", "KernelDensity", "LinearAlgebra", "MultivariateStats", "NaNMath", "Observables", "Plots", "RecipesBase", "RecipesPipeline", "Reexport", "StatsBase", "TableOperations", "Tables", "Widgets"]
@@ -2789,10 +2788,9 @@ weakdeps = ["Adapt", "GPUArraysCore", "SparseArrays", "StaticArrays"]
     StructArraysStaticArraysExt = "StaticArrays"
 
 [[deps.StructIO]]
-deps = ["Test"]
-git-tree-sha1 = "010dc73c7146869c042b49adcdb6bf528c12e859"
+git-tree-sha1 = "c581be48ae1cbf83e899b14c07a807e1787512cc"
 uuid = "53d494c1-5632-5724-8f4c-31dff12d585f"
-version = "0.3.0"
+version = "0.3.1"
 
 [[deps.SuiteSparse]]
 deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
@@ -2907,22 +2905,18 @@ version = "0.5.24"
 
 [[deps.Tracker]]
 deps = ["Adapt", "ChainRulesCore", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "5158100ed55411867674576788e710a815a0af02"
+git-tree-sha1 = "da45269e1da051c2a13624194fcdc74d6483fad5"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.34"
+version = "0.2.35"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-git-tree-sha1 = "96612ac5365777520c3c5396314c8cf7408f436a"
+git-tree-sha1 = "e84b3a11b9bece70d14cce63406bbc79ed3464d2"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.11.1"
-weakdeps = ["Random", "Test"]
-
-    [deps.TranscodingStreams.extensions]
-    TestExt = ["Test", "Random"]
+version = "0.11.2"
 
 [[deps.Transducers]]
 deps = ["Accessors", "Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "SplittablesBase", "Tables"]
@@ -2974,9 +2968,9 @@ version = "1.5.0"
 
 [[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", "Requires", "SciMLBase", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "a11ea6fcba56924d2dd151b3ec5a6dd553a3b65c"
+git-tree-sha1 = "e4ccbd30d20705f0a4e208dd414e0fb812ab8287"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.33.3"
+version = "0.34.0"
 weakdeps = ["DynamicHMC", "Optim"]
 
     [deps.Turing.extensions]
@@ -3106,9 +3100,9 @@ version = "1.6.1"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "d9717ce3518dc68a99e6b96300813760d887a01d"
+git-tree-sha1 = "1165b0443d0eca63ac1e32b8c0eb69ed2f4f8127"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.13.1+0"
+version = "2.13.3+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "XML2_jll", "Zlib_jll"]
@@ -3303,9 +3297,9 @@ version = "3.2.9+0"
 
 [[deps.fzf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
+git-tree-sha1 = "936081b536ae4aa65415d869287d43ef3cb576b2"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.43.0+0"
+version = "0.53.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -3326,10 +3320,10 @@ uuid = "a4ae2306-e953-59d6-aa16-d00cac43593b"
 version = "3.9.0+0"
 
 [[deps.libass_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "5982a94fcba20f02f42ace44b9894ee2b140fe47"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "e17c115d55c5fbb7e52ebedb427a0dca79d4484e"
 uuid = "0ac62f75-1d6f-5e53-bd7c-93b484bb37c0"
-version = "0.15.1+0"
+version = "0.15.2+0"
 
 [[deps.libblastrampoline_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -3349,10 +3343,10 @@ uuid = "2db6ffa8-e38f-5e21-84af-90c45d0032cc"
 version = "1.11.0+0"
 
 [[deps.libfdk_aac_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "daacc84a041563f965be61859a36e17c4e4fcd55"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "8a22cf860a7d27e4f3498a0fe0811a7957badb38"
 uuid = "f638f0a6-7fb0-5443-88ba-1cc74229b280"
-version = "2.0.2+0"
+version = "2.0.3+0"
 
 [[deps.libinput_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "eudev_jll", "libevdev_jll", "mtdev_jll"]
diff --git a/Project.toml b/Project.toml
index cdfa84dd5..422d12f8a 100644
--- a/Project.toml
+++ b/Project.toml
@@ -52,4 +52,4 @@ UnPack = "3a884ed6-31ef-47d7-9d2a-63182c4928ed"
 Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [compat]
-Turing = "0.33"
+Turing = "0.34"
diff --git a/_quarto.yml b/_quarto.yml
index 856afea87..258aba908 100644
--- a/_quarto.yml
+++ b/_quarto.yml
@@ -32,7 +32,7 @@ website:
         text: Team
     right:
       # Current version
-      - text: "v0.33"
+      - text: "v0.34"
         menu:
           - text: Changelog
             href: https://turinglang.org/docs/changelog.html