diff --git a/tutorials/00-introduction/Manifest.toml b/tutorials/00-introduction/Manifest.toml
index 38b21a4b2..76d9c324b 100644
--- a/tutorials/00-introduction/Manifest.toml
+++ b/tutorials/00-introduction/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "b45878f3df6dffef908d7ec87e98124988d559f6"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -110,9 +114,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -181,9 +185,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -202,9 +206,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -213,9 +217,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -231,15 +235,19 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -253,15 +261,15 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "407f38961ac11a6e14b2df7095a2577f7cb7cb1b"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -309,9 +317,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -333,9 +341,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -415,9 +423,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -429,15 +437,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -475,20 +484,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -525,16 +542,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -547,12 +564,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -618,10 +636,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -666,9 +684,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -694,10 +712,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -711,9 +729,9 @@ version = "0.14.7"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -736,9 +754,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -747,9 +765,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -765,15 +783,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -783,9 +801,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -800,27 +818,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -829,9 +853,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -866,12 +890,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -880,7 +904,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -951,11 +975,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -965,6 +990,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -996,33 +1022,33 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1034,10 +1060,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1076,9 +1102,9 @@ version = "0.10.2"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1111,24 +1137,27 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "3ef8ff4f011295fd938a521cb605099cecf084ca"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.15"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1154,9 +1183,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1177,9 +1206,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1188,15 +1217,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1259,10 +1288,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1282,9 +1311,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1302,9 +1331,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1346,10 +1375,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1394,9 +1423,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1421,18 +1450,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1440,9 +1474,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1451,15 +1485,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1495,9 +1529,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1505,9 +1539,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1526,13 +1560,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1602,10 +1637,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1626,9 +1660,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1653,25 +1687,28 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1699,10 +1736,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1732,9 +1769,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1789,15 +1826,15 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1807,9 +1844,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -1968,9 +2005,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -1979,10 +2016,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2026,10 +2063,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2046,7 +2083,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/01-gaussian-mixture-model/Manifest.toml b/tutorials/01-gaussian-mixture-model/Manifest.toml
index 7e11ea98b..c1d627bab 100644
--- a/tutorials/01-gaussian-mixture-model/Manifest.toml
+++ b/tutorials/01-gaussian-mixture-model/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "a0a3ca6aa1eb54296a719c0190365d414d855bc0"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -110,9 +114,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -181,9 +185,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -202,9 +206,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -213,9 +217,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -231,15 +235,19 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -253,15 +261,15 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "407f38961ac11a6e14b2df7095a2577f7cb7cb1b"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -309,9 +317,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -333,9 +341,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -415,9 +423,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -429,15 +437,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -475,20 +484,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -525,16 +542,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -547,12 +564,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -618,10 +636,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -666,9 +684,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -694,10 +712,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -711,9 +729,9 @@ version = "0.14.7"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -736,9 +754,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -747,9 +765,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -765,15 +783,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -783,9 +801,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -800,27 +818,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -829,9 +853,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -866,12 +890,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -880,7 +904,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -951,11 +975,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -965,6 +990,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -996,33 +1022,33 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1034,10 +1060,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1076,9 +1102,9 @@ version = "0.10.2"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1111,24 +1137,27 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "3ef8ff4f011295fd938a521cb605099cecf084ca"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.15"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1154,9 +1183,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1177,9 +1206,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1188,15 +1217,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1259,10 +1288,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1282,9 +1311,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1302,9 +1331,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1346,10 +1375,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1394,9 +1423,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1421,18 +1450,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1440,9 +1474,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1451,15 +1485,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1495,9 +1529,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1505,9 +1539,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1526,13 +1560,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1602,10 +1637,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1626,9 +1660,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1653,25 +1687,28 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1699,10 +1736,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1732,9 +1769,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1789,15 +1826,15 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1807,9 +1844,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -1968,9 +2005,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -1979,10 +2016,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2026,10 +2063,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2046,7 +2083,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/02-logistic-regression/Manifest.toml b/tutorials/02-logistic-regression/Manifest.toml
index 0485ee814..29454d6d5 100644
--- a/tutorials/02-logistic-regression/Manifest.toml
+++ b/tutorials/02-logistic-regression/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "e25051313213ab9b94363dd6ade21d1145ab1ba1"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -110,9 +114,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -181,9 +185,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -202,9 +206,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -213,9 +217,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.CSV]]
 deps = ["CodecZlib", "Dates", "FilePathsBase", "InlineStrings", "Mmap", "Parsers", "PooledArrays", "PrecompileTools", "SentinelArrays", "Tables", "Unicode", "WeakRefStrings", "WorkerUtilities"]
@@ -255,15 +259,19 @@ version = "0.10.8"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -277,15 +285,15 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "407f38961ac11a6e14b2df7095a2577f7cb7cb1b"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -333,9 +341,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -357,9 +365,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -445,9 +453,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -459,15 +467,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -505,20 +514,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -555,16 +572,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -589,12 +606,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -660,10 +678,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GLM]]
 deps = ["Distributions", "LinearAlgebra", "Printf", "Reexport", "SparseArrays", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "StatsModels"]
@@ -714,9 +732,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -748,10 +766,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -765,9 +783,9 @@ version = "0.14.7"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -790,9 +808,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -801,9 +819,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -819,15 +837,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -837,9 +855,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -854,27 +872,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -883,9 +907,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -926,12 +950,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -940,7 +964,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -1011,11 +1035,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -1025,6 +1050,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -1056,21 +1082,21 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLDataPattern]]
 deps = ["LearnBase", "MLLabelUtils", "Random", "SparseArrays", "StatsBase"]
@@ -1086,9 +1112,9 @@ version = "0.5.4"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MLLabelUtils]]
 deps = ["LearnBase", "MappedArrays", "StatsBase"]
@@ -1098,9 +1124,9 @@ version = "0.5.7"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1112,10 +1138,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1160,9 +1186,9 @@ version = "0.10.2"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1195,24 +1221,27 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "3ef8ff4f011295fd938a521cb605099cecf084ca"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.15"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1238,9 +1267,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1261,9 +1290,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1272,15 +1301,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1349,10 +1378,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1372,9 +1401,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1404,9 +1433,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1448,10 +1477,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1496,9 +1525,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1523,18 +1552,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1542,9 +1576,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1553,15 +1587,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1602,9 +1636,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1612,9 +1646,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1633,13 +1667,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1715,10 +1750,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1745,9 +1779,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1782,25 +1816,28 @@ weakdeps = ["RecipesBase"]
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1828,10 +1865,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1861,9 +1898,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1924,9 +1961,9 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.WorkerUtilities]]
 git-tree-sha1 = "cd1659ba0d57b71a464a29e64dbc67cfe83d54e7"
@@ -1935,9 +1972,9 @@ version = "1.6.1"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1947,9 +1984,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -2108,9 +2145,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -2119,10 +2156,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2166,10 +2203,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2186,7 +2223,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/03-bayesian-neural-network/Manifest.toml b/tutorials/03-bayesian-neural-network/Manifest.toml
index 57e2e897d..36cc515cb 100644
--- a/tutorials/03-bayesian-neural-network/Manifest.toml
+++ b/tutorials/03-bayesian-neural-network/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "7168816b9d483eadc3c00203d16ab269e5dc5bfd"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -98,9 +102,9 @@ version = "1.1.1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -129,9 +133,9 @@ version = "0.1.0"
 
 [[deps.AxisAlgorithms]]
 deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"]
-git-tree-sha1 = "66771c8d21c8ff5e3a93379480a2307ac36863f7"
+git-tree-sha1 = "01b8ccb13d68535d73d2b0c23e39bd23155fb712"
 uuid = "13072b0f-2c55-5437-9ae7-d433b7a33950"
-version = "1.0.1"
+version = "1.1.0"
 
 [[deps.AxisArrays]]
 deps = ["Dates", "IntervalSets", "IterTools", "RangeArrays"]
@@ -169,9 +173,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -190,9 +194,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -201,9 +205,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -219,15 +223,19 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -241,9 +249,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -291,9 +299,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -315,9 +323,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -406,15 +414,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -452,20 +461,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -502,16 +519,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -536,12 +553,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -552,10 +570,10 @@ uuid = "53c48c17-4a7d-5ca2-90c5-79b7896eea93"
 version = "0.8.4"
 
 [[deps.Flux]]
-deps = ["Adapt", "ChainRulesCore", "Functors", "LinearAlgebra", "MLUtils", "MacroTools", "NNlib", "OneHotArrays", "Optimisers", "Preferences", "ProgressLogging", "Random", "Reexport", "SparseArrays", "SpecialFunctions", "Statistics", "Zygote"]
-git-tree-sha1 = "b97c3fc4f3628b8835d83789b09382961a254da4"
+deps = ["Adapt", "ChainRulesCore", "Compat", "Functors", "LinearAlgebra", "MLUtils", "MacroTools", "NNlib", "OneHotArrays", "Optimisers", "Preferences", "ProgressLogging", "Random", "Reexport", "SparseArrays", "SpecialFunctions", "Statistics", "Zygote"]
+git-tree-sha1 = "75e3b3732929e880e7fd121e8a4e4dd5e1bfeaee"
 uuid = "587475ba-b771-5e3f-ad9e-33799f191a9c"
-version = "0.14.6"
+version = "0.14.7"
 
     [deps.Flux.extensions]
     FluxAMDGPUExt = "AMDGPU"
@@ -625,16 +643,16 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArrays]]
 deps = ["Adapt", "GPUArraysCore", "LLVM", "LinearAlgebra", "Printf", "Random", "Reexport", "Serialization", "Statistics"]
-git-tree-sha1 = "8ad8f375ae365aa1eb2f42e2565a40b55a4b69a8"
+git-tree-sha1 = "85d7fb51afb3def5dcb85ad31c3707795c8bccc1"
 uuid = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7"
-version = "9.0.0"
+version = "9.1.0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -679,9 +697,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -697,9 +715,9 @@ version = "0.3.23"
 
 [[deps.IRTools]]
 deps = ["InteractiveUtils", "MacroTools", "Test"]
-git-tree-sha1 = "eac00994ce3229a464c2847e956d77a2c64ad3a5"
+git-tree-sha1 = "8aa91235360659ca7560db43a7d57541120aa31d"
 uuid = "7869d1d1-7146-5819-86e3-90919afe41df"
-version = "0.4.10"
+version = "0.4.11"
 
 [[deps.InitialValues]]
 git-tree-sha1 = "4da0f88e9a39111c2fa3add390ab15f3a44f3ca3"
@@ -713,10 +731,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -724,15 +742,19 @@ uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 
 [[deps.Interpolations]]
 deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "Requires", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"]
-git-tree-sha1 = "721ec2cf720536ad005cb38f50dbba7b02419a15"
+git-tree-sha1 = "88a101217d7cb38a7b481ccd50d21876e1d1b0e0"
 uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
-version = "0.14.7"
+version = "0.15.1"
+weakdeps = ["Unitful"]
+
+    [deps.Interpolations.extensions]
+    InterpolationsUnitfulExt = "Unitful"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -755,9 +777,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -766,9 +788,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -784,9 +806,9 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.JuliaVariables]]
 deps = ["MLStyle", "NameResolution"]
@@ -796,9 +818,9 @@ version = "0.2.4"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -808,9 +830,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -825,27 +847,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -854,9 +882,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -891,12 +919,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -905,7 +933,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -976,11 +1004,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -990,6 +1019,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -1021,27 +1051,27 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MLStyle]]
 git-tree-sha1 = "bc38dff0548128765760c79eb7388a4b37fae2c8"
@@ -1056,9 +1086,9 @@ version = "0.4.3"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1070,10 +1100,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1106,9 +1136,9 @@ version = "2022.10.11"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1150,10 +1180,13 @@ uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1185,9 +1218,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1208,9 +1241,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1219,15 +1252,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1295,10 +1328,10 @@ uuid = "8162dcfd-2161-5ef2-ae6c-7681170c5f98"
 version = "0.2.0"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1318,9 +1351,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1338,9 +1371,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1382,10 +1415,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1436,9 +1469,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1463,18 +1496,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1482,9 +1520,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1493,9 +1531,9 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1542,9 +1580,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1552,9 +1590,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1573,13 +1611,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1643,10 +1682,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1661,9 +1699,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1688,25 +1726,28 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1734,10 +1775,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1767,9 +1808,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1818,15 +1859,15 @@ version = "1.25.0+0"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "c1a7aa6219628fcd757dede0ca95e245c5cd9511"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "1.0.0"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1836,9 +1877,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -1997,9 +2038,9 @@ version = "1.5.5+0"
 
 [[deps.Zygote]]
 deps = ["AbstractFFTs", "ChainRules", "ChainRulesCore", "DiffRules", "Distributed", "FillArrays", "ForwardDiff", "GPUArrays", "GPUArraysCore", "IRTools", "InteractiveUtils", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NaNMath", "PrecompileTools", "Random", "Requires", "SparseArrays", "SpecialFunctions", "Statistics", "ZygoteRules"]
-git-tree-sha1 = "16848c23e7961e099a4152ba0d10db887f412ee9"
+git-tree-sha1 = "30c1b8bfc2b3c7c5d8bba7cd32e8b6d5f968e7c3"
 uuid = "e88e6eb3-aa80-5325-afca-941959d7151f"
-version = "0.6.65"
+version = "0.6.68"
 
     [deps.Zygote.extensions]
     ZygoteColorsExt = "Colors"
@@ -2013,9 +2054,9 @@ version = "0.6.65"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -2024,10 +2065,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2071,10 +2112,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2091,7 +2132,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/04-hidden-markov-model/Manifest.toml b/tutorials/04-hidden-markov-model/Manifest.toml
index be8f1d5cc..ca0e23374 100644
--- a/tutorials/04-hidden-markov-model/Manifest.toml
+++ b/tutorials/04-hidden-markov-model/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "22534c8a743be6cd79b588fb185e78dd8614a6d2"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -110,9 +114,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -181,9 +185,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -202,9 +206,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -213,9 +217,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -231,15 +235,19 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -253,15 +261,15 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "407f38961ac11a6e14b2df7095a2577f7cb7cb1b"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -309,9 +317,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -333,9 +341,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -415,9 +423,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -429,15 +437,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -475,20 +484,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -525,16 +542,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -547,12 +564,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -618,10 +636,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -666,9 +684,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -694,10 +712,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -711,9 +729,9 @@ version = "0.14.7"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -736,9 +754,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -747,9 +765,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -765,15 +783,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -783,9 +801,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -800,27 +818,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -829,9 +853,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -866,12 +890,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -880,7 +904,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -951,11 +975,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -965,6 +990,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -996,33 +1022,33 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1034,10 +1060,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1076,9 +1102,9 @@ version = "0.10.2"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1111,24 +1137,27 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "3ef8ff4f011295fd938a521cb605099cecf084ca"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.15"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1154,9 +1183,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1177,9 +1206,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1188,15 +1217,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1259,10 +1288,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1282,9 +1311,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1302,9 +1331,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1346,10 +1375,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1394,9 +1423,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1421,18 +1450,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1440,9 +1474,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1451,15 +1485,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1495,9 +1529,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1505,9 +1539,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1526,13 +1560,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1602,10 +1637,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1626,9 +1660,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1653,25 +1687,28 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1699,10 +1736,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1732,9 +1769,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1789,15 +1826,15 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1807,9 +1844,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -1968,9 +2005,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -1979,10 +2016,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2026,10 +2063,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2046,7 +2083,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/05-linear-regression/Manifest.toml b/tutorials/05-linear-regression/Manifest.toml
index c72f859f0..671a413eb 100644
--- a/tutorials/05-linear-regression/Manifest.toml
+++ b/tutorials/05-linear-regression/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "9182614b755dc32fb5fc91ef98f1dbba04d8ffaf"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -110,9 +114,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -181,9 +185,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -202,9 +206,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -213,9 +217,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.CSV]]
 deps = ["CodecZlib", "Dates", "FilePathsBase", "InlineStrings", "Mmap", "Parsers", "PooledArrays", "PrecompileTools", "SentinelArrays", "Tables", "Unicode", "WeakRefStrings", "WorkerUtilities"]
@@ -255,15 +259,19 @@ version = "0.10.8"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -277,15 +285,15 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "407f38961ac11a6e14b2df7095a2577f7cb7cb1b"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -333,9 +341,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -357,9 +365,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -451,9 +459,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -465,15 +473,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -511,20 +520,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -561,16 +578,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -607,12 +624,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -678,10 +696,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GLM]]
 deps = ["Distributions", "LinearAlgebra", "Printf", "Reexport", "SparseArrays", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "StatsModels"]
@@ -732,9 +750,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -766,10 +784,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -783,9 +801,9 @@ version = "0.14.7"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -808,9 +826,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -819,9 +837,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -837,9 +855,9 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.JuliaVariables]]
 deps = ["MLStyle", "NameResolution"]
@@ -849,9 +867,9 @@ version = "0.2.4"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -861,9 +879,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -878,27 +896,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -907,9 +931,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -944,12 +968,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -958,7 +982,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -1029,11 +1053,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -1043,6 +1068,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -1074,27 +1100,27 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MLStyle]]
 git-tree-sha1 = "bc38dff0548128765760c79eb7388a4b37fae2c8"
@@ -1109,9 +1135,9 @@ version = "0.4.3"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1123,10 +1149,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1171,9 +1197,9 @@ version = "0.10.2"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1212,24 +1238,27 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "3ef8ff4f011295fd938a521cb605099cecf084ca"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.15"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1255,9 +1284,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1278,9 +1307,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1289,15 +1318,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1371,10 +1400,10 @@ uuid = "8162dcfd-2161-5ef2-ae6c-7681170c5f98"
 version = "0.2.0"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1394,9 +1423,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1426,9 +1455,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1470,10 +1499,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1518,9 +1547,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1545,18 +1574,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1564,9 +1598,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1575,15 +1609,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1635,9 +1669,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1645,9 +1679,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1666,13 +1700,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1748,10 +1783,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1778,9 +1812,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1815,25 +1849,28 @@ weakdeps = ["RecipesBase"]
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1861,10 +1898,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1894,9 +1931,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1957,9 +1994,9 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.WorkerUtilities]]
 git-tree-sha1 = "cd1659ba0d57b71a464a29e64dbc67cfe83d54e7"
@@ -1968,9 +2005,9 @@ version = "1.6.1"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1980,9 +2017,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -2141,9 +2178,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -2152,10 +2189,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2199,10 +2236,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2219,7 +2256,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/06-infinite-mixture-model/Manifest.toml b/tutorials/06-infinite-mixture-model/Manifest.toml
index a3650ad1f..83b94cb57 100644
--- a/tutorials/06-infinite-mixture-model/Manifest.toml
+++ b/tutorials/06-infinite-mixture-model/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "22d77437d5f9cc37590eb650c66a832d7f8185cb"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -98,9 +102,9 @@ version = "1.1.1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -129,9 +133,9 @@ version = "0.1.0"
 
 [[deps.AxisAlgorithms]]
 deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"]
-git-tree-sha1 = "66771c8d21c8ff5e3a93379480a2307ac36863f7"
+git-tree-sha1 = "01b8ccb13d68535d73d2b0c23e39bd23155fb712"
 uuid = "13072b0f-2c55-5437-9ae7-d433b7a33950"
-version = "1.0.1"
+version = "1.1.0"
 
 [[deps.AxisArrays]]
 deps = ["Dates", "IntervalSets", "IterTools", "RangeArrays"]
@@ -169,9 +173,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -190,9 +194,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -201,9 +205,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -219,15 +223,19 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -241,9 +249,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -291,9 +299,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -315,9 +323,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -400,15 +408,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -446,20 +455,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -496,16 +513,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -518,12 +535,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -589,10 +607,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -637,9 +655,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -665,10 +683,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -676,15 +694,19 @@ uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 
 [[deps.Interpolations]]
 deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "Requires", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"]
-git-tree-sha1 = "721ec2cf720536ad005cb38f50dbba7b02419a15"
+git-tree-sha1 = "88a101217d7cb38a7b481ccd50d21876e1d1b0e0"
 uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
-version = "0.14.7"
+version = "0.15.1"
+weakdeps = ["Unitful"]
+
+    [deps.Interpolations.extensions]
+    InterpolationsUnitfulExt = "Unitful"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -707,9 +729,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -718,9 +740,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -736,15 +758,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -754,9 +776,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -771,27 +793,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -800,9 +828,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -837,12 +865,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -851,7 +879,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -922,11 +950,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -936,6 +965,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -967,33 +997,33 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1005,10 +1035,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1041,9 +1071,9 @@ version = "2022.10.11"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1079,10 +1109,13 @@ uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1108,9 +1141,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1131,9 +1164,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1142,15 +1175,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1213,10 +1246,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1236,9 +1269,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1256,9 +1289,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1300,10 +1333,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1348,9 +1381,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1375,18 +1408,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1394,9 +1432,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1405,9 +1443,9 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1443,9 +1481,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1453,9 +1491,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1474,13 +1512,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1544,10 +1583,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1562,9 +1600,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1589,25 +1627,28 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1635,10 +1676,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1668,9 +1709,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1719,15 +1760,15 @@ version = "1.25.0+0"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "c1a7aa6219628fcd757dede0ca95e245c5cd9511"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "1.0.0"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1737,9 +1778,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -1898,9 +1939,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -1909,10 +1950,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1956,10 +1997,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -1976,7 +2017,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/07-poisson-regression/Manifest.toml b/tutorials/07-poisson-regression/Manifest.toml
index 4c986bc0a..f84d624ae 100644
--- a/tutorials/07-poisson-regression/Manifest.toml
+++ b/tutorials/07-poisson-regression/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "0517af877736a403423fea5e79af9a2622617f81"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -110,9 +114,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -181,9 +185,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -202,9 +206,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -213,9 +217,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.CSV]]
 deps = ["CodecZlib", "Dates", "FilePathsBase", "InlineStrings", "Mmap", "Parsers", "PooledArrays", "PrecompileTools", "SentinelArrays", "Tables", "Unicode", "WeakRefStrings", "WorkerUtilities"]
@@ -255,15 +259,19 @@ version = "0.10.8"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -277,15 +285,15 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "407f38961ac11a6e14b2df7095a2577f7cb7cb1b"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -333,9 +341,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -357,9 +365,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -445,9 +453,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -459,15 +467,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -505,20 +514,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -555,16 +572,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -589,12 +606,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -660,10 +678,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GLM]]
 deps = ["Distributions", "LinearAlgebra", "Printf", "Reexport", "SparseArrays", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "StatsModels"]
@@ -714,9 +732,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -748,10 +766,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -765,9 +783,9 @@ version = "0.14.7"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -790,9 +808,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -801,9 +819,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -819,15 +837,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -837,9 +855,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -854,27 +872,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -883,9 +907,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -926,12 +950,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -940,7 +964,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -1011,11 +1035,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -1025,6 +1050,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -1056,21 +1082,21 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLDataPattern]]
 deps = ["LearnBase", "MLLabelUtils", "Random", "SparseArrays", "StatsBase"]
@@ -1086,9 +1112,9 @@ version = "0.5.4"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MLLabelUtils]]
 deps = ["LearnBase", "MappedArrays", "StatsBase"]
@@ -1098,9 +1124,9 @@ version = "0.5.7"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1112,10 +1138,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1160,9 +1186,9 @@ version = "0.10.2"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1195,24 +1221,27 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "3ef8ff4f011295fd938a521cb605099cecf084ca"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.15"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1238,9 +1267,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1261,9 +1290,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1272,15 +1301,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1349,10 +1378,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1372,9 +1401,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1404,9 +1433,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1448,10 +1477,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1496,9 +1525,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1523,18 +1552,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1542,9 +1576,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1553,15 +1587,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1602,9 +1636,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1612,9 +1646,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1633,13 +1667,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1715,10 +1750,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1745,9 +1779,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1782,25 +1816,28 @@ weakdeps = ["RecipesBase"]
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1828,10 +1865,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1861,9 +1898,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1924,9 +1961,9 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.WorkerUtilities]]
 git-tree-sha1 = "cd1659ba0d57b71a464a29e64dbc67cfe83d54e7"
@@ -1935,9 +1972,9 @@ version = "1.6.1"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1947,9 +1984,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -2108,9 +2145,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -2119,10 +2156,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2166,10 +2203,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2186,7 +2223,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/08-multinomial-logistic-regression/Manifest.toml b/tutorials/08-multinomial-logistic-regression/Manifest.toml
index c55a16b30..4a269f68b 100644
--- a/tutorials/08-multinomial-logistic-regression/Manifest.toml
+++ b/tutorials/08-multinomial-logistic-regression/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "53f714f9c520703858bde7881fd306675a4a29d7"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -110,9 +114,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -181,9 +185,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -202,9 +206,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -213,9 +217,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.CSV]]
 deps = ["CodecZlib", "Dates", "FilePathsBase", "InlineStrings", "Mmap", "Parsers", "PooledArrays", "PrecompileTools", "SentinelArrays", "Tables", "Unicode", "WeakRefStrings", "WorkerUtilities"]
@@ -255,15 +259,19 @@ version = "0.10.8"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -277,15 +285,15 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "407f38961ac11a6e14b2df7095a2577f7cb7cb1b"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -333,9 +341,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -357,9 +365,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -445,9 +453,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -459,15 +467,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -505,20 +514,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -555,16 +572,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -589,12 +606,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -660,10 +678,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -708,9 +726,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -742,10 +760,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -759,9 +777,9 @@ version = "0.14.7"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -784,9 +802,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -795,9 +813,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -813,15 +831,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -831,9 +849,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -848,27 +866,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -877,9 +901,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -920,12 +944,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -934,7 +958,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -1005,11 +1029,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -1019,6 +1044,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -1050,21 +1076,21 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLDataPattern]]
 deps = ["LearnBase", "MLLabelUtils", "Random", "SparseArrays", "StatsBase"]
@@ -1080,9 +1106,9 @@ version = "0.5.4"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MLLabelUtils]]
 deps = ["LearnBase", "MappedArrays", "StatsBase"]
@@ -1092,9 +1118,9 @@ version = "0.5.7"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1106,10 +1132,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1154,9 +1180,9 @@ version = "0.10.2"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1189,24 +1215,27 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "3ef8ff4f011295fd938a521cb605099cecf084ca"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.15"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1232,9 +1261,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1255,9 +1284,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1266,15 +1295,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1343,10 +1372,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1366,9 +1395,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1398,9 +1427,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1442,10 +1471,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1490,9 +1519,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1517,18 +1546,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1536,9 +1570,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1547,15 +1581,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1591,9 +1625,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1601,9 +1635,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1622,13 +1656,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1698,10 +1733,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1728,9 +1762,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1765,25 +1799,28 @@ weakdeps = ["RecipesBase"]
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1811,10 +1848,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1844,9 +1881,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1907,9 +1944,9 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.WorkerUtilities]]
 git-tree-sha1 = "cd1659ba0d57b71a464a29e64dbc67cfe83d54e7"
@@ -1918,9 +1955,9 @@ version = "1.6.1"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1930,9 +1967,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -2091,9 +2128,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -2102,10 +2139,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2149,10 +2186,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2169,7 +2206,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/09-variational-inference/Manifest.toml b/tutorials/09-variational-inference/Manifest.toml
index a8831e57e..aaf5053b2 100644
--- a/tutorials/09-variational-inference/Manifest.toml
+++ b/tutorials/09-variational-inference/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "a797d593ed4ed55905ba6ad67df963533cfbc8d6"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -110,9 +114,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -181,9 +185,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -202,9 +206,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -213,9 +217,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.CSV]]
 deps = ["CodecZlib", "Dates", "FilePathsBase", "InlineStrings", "Mmap", "Parsers", "PooledArrays", "PrecompileTools", "SentinelArrays", "Tables", "Unicode", "WeakRefStrings", "WorkerUtilities"]
@@ -255,15 +259,19 @@ version = "0.10.8"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -277,15 +285,15 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "407f38961ac11a6e14b2df7095a2577f7cb7cb1b"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -333,9 +341,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -348,9 +356,9 @@ version = "1.0.5+0"
 
 [[deps.ComponentArrays]]
 deps = ["ArrayInterface", "ChainRulesCore", "ForwardDiff", "Functors", "LinearAlgebra", "PackageExtensionCompat", "StaticArrayInterface", "StaticArraysCore"]
-git-tree-sha1 = "3ee12062466a73b5f9c04113375e4934f174bc2c"
+git-tree-sha1 = "6b4fd3b1c46e87c60f538fee25e8da1716870195"
 uuid = "b0b7db55-cfe3-40fc-9ded-d10e2dbeff66"
-version = "0.15.3"
+version = "0.15.6"
 
     [deps.ComponentArrays.extensions]
     ComponentArraysAdaptExt = "Adapt"
@@ -383,9 +391,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -477,9 +485,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -491,15 +499,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -537,20 +546,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -587,16 +604,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -633,12 +650,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -649,10 +667,10 @@ uuid = "53c48c17-4a7d-5ca2-90c5-79b7896eea93"
 version = "0.8.4"
 
 [[deps.Flux]]
-deps = ["Adapt", "ChainRulesCore", "Functors", "LinearAlgebra", "MLUtils", "MacroTools", "NNlib", "OneHotArrays", "Optimisers", "Preferences", "ProgressLogging", "Random", "Reexport", "SparseArrays", "SpecialFunctions", "Statistics", "Zygote"]
-git-tree-sha1 = "b97c3fc4f3628b8835d83789b09382961a254da4"
+deps = ["Adapt", "ChainRulesCore", "Compat", "Functors", "LinearAlgebra", "MLUtils", "MacroTools", "NNlib", "OneHotArrays", "Optimisers", "Preferences", "ProgressLogging", "Random", "Reexport", "SparseArrays", "SpecialFunctions", "Statistics", "Zygote"]
+git-tree-sha1 = "75e3b3732929e880e7fd121e8a4e4dd5e1bfeaee"
 uuid = "587475ba-b771-5e3f-ad9e-33799f191a9c"
-version = "0.14.6"
+version = "0.14.7"
 
     [deps.Flux.extensions]
     FluxAMDGPUExt = "AMDGPU"
@@ -722,10 +740,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GLM]]
 deps = ["Distributions", "LinearAlgebra", "Printf", "Reexport", "SparseArrays", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "StatsModels"]
@@ -735,9 +753,9 @@ version = "1.9.0"
 
 [[deps.GPUArrays]]
 deps = ["Adapt", "GPUArraysCore", "LLVM", "LinearAlgebra", "Printf", "Random", "Reexport", "Serialization", "Statistics"]
-git-tree-sha1 = "8ad8f375ae365aa1eb2f42e2565a40b55a4b69a8"
+git-tree-sha1 = "85d7fb51afb3def5dcb85ad31c3707795c8bccc1"
 uuid = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7"
-version = "9.0.0"
+version = "9.1.0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -782,9 +800,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -800,9 +818,9 @@ version = "0.3.23"
 
 [[deps.IRTools]]
 deps = ["InteractiveUtils", "MacroTools", "Test"]
-git-tree-sha1 = "eac00994ce3229a464c2847e956d77a2c64ad3a5"
+git-tree-sha1 = "8aa91235360659ca7560db43a7d57541120aa31d"
 uuid = "7869d1d1-7146-5819-86e3-90919afe41df"
-version = "0.4.10"
+version = "0.4.11"
 
 [[deps.IfElse]]
 git-tree-sha1 = "debdd00ffef04665ccbb3e150747a77560e8fad1"
@@ -827,10 +845,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -844,9 +862,9 @@ version = "0.14.7"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -869,9 +887,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -880,9 +898,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -898,9 +916,9 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.JuliaVariables]]
 deps = ["MLStyle", "NameResolution"]
@@ -910,9 +928,9 @@ version = "0.2.4"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -922,9 +940,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -939,27 +957,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -968,9 +992,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -1005,12 +1029,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -1019,7 +1043,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -1090,11 +1114,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -1104,6 +1129,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -1135,27 +1161,27 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MLStyle]]
 git-tree-sha1 = "bc38dff0548128765760c79eb7388a4b37fae2c8"
@@ -1170,9 +1196,9 @@ version = "0.4.3"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1184,10 +1210,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1232,9 +1258,9 @@ version = "0.10.2"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1273,24 +1299,27 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "3ef8ff4f011295fd938a521cb605099cecf084ca"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.15"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1322,9 +1351,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1345,9 +1374,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1356,9 +1385,9 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.PackageExtensionCompat]]
 git-tree-sha1 = "fb28e33b8a95c4cee25ce296c817d89cc2e53518"
@@ -1368,9 +1397,9 @@ weakdeps = ["Requires", "TOML"]
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1444,10 +1473,10 @@ uuid = "8162dcfd-2161-5ef2-ae6c-7681170c5f98"
 version = "0.2.0"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1467,9 +1496,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1499,9 +1528,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1543,10 +1572,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1591,9 +1620,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1618,18 +1647,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1637,9 +1671,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1648,15 +1682,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1708,9 +1742,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1718,9 +1752,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1746,9 +1780,9 @@ version = "0.8.8"
 
 [[deps.StaticArrayInterface]]
 deps = ["ArrayInterface", "Compat", "IfElse", "LinearAlgebra", "PrecompileTools", "Requires", "SparseArrays", "Static", "SuiteSparse"]
-git-tree-sha1 = "03fec6800a986d191f64f5c0996b59ed526eda25"
+git-tree-sha1 = "5d66818a39bb04bf328e92bc933ec5b4ee88e436"
 uuid = "0d7ed370-da01-4f52-bd93-41d350b8b718"
-version = "1.4.1"
+version = "1.5.0"
 weakdeps = ["OffsetArrays", "StaticArrays"]
 
     [deps.StaticArrayInterface.extensions]
@@ -1756,13 +1790,14 @@ weakdeps = ["OffsetArrays", "StaticArrays"]
     StaticArrayInterfaceStaticArraysExt = "StaticArrays"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1838,10 +1873,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1868,9 +1902,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1905,25 +1939,28 @@ weakdeps = ["RecipesBase"]
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1951,10 +1988,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1989,9 +2026,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -2052,9 +2089,9 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.WorkerUtilities]]
 git-tree-sha1 = "cd1659ba0d57b71a464a29e64dbc67cfe83d54e7"
@@ -2063,9 +2100,9 @@ version = "1.6.1"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -2075,9 +2112,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -2236,9 +2273,9 @@ version = "1.5.5+0"
 
 [[deps.Zygote]]
 deps = ["AbstractFFTs", "ChainRules", "ChainRulesCore", "DiffRules", "Distributed", "FillArrays", "ForwardDiff", "GPUArrays", "GPUArraysCore", "IRTools", "InteractiveUtils", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NaNMath", "PrecompileTools", "Random", "Requires", "SparseArrays", "SpecialFunctions", "Statistics", "ZygoteRules"]
-git-tree-sha1 = "16848c23e7961e099a4152ba0d10db887f412ee9"
+git-tree-sha1 = "30c1b8bfc2b3c7c5d8bba7cd32e8b6d5f968e7c3"
 uuid = "e88e6eb3-aa80-5325-afca-941959d7151f"
-version = "0.6.65"
+version = "0.6.68"
 weakdeps = ["Colors", "Distances", "Tracker"]
 
     [deps.Zygote.extensions]
@@ -2248,9 +2285,9 @@ weakdeps = ["Colors", "Distances", "Tracker"]
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -2259,10 +2296,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2306,10 +2343,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2326,7 +2363,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/10-bayesian-differential-equations/Manifest.toml b/tutorials/10-bayesian-differential-equations/Manifest.toml
index e7a19a6fd..47a7441c7 100644
--- a/tutorials/10-bayesian-differential-equations/Manifest.toml
+++ b/tutorials/10-bayesian-differential-equations/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "1cf8b95959ac0235940751347a1e8ff1481cfa25"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,27 +21,46 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
 uuid = "1520ce14-60c1-5f80-bbc7-55ef81b5835c"
 version = "0.4.4"
 
+[[deps.Accessors]]
+deps = ["CompositionsBase", "ConstructionBase", "Dates", "InverseFunctions", "LinearAlgebra", "MacroTools", "Test"]
+git-tree-sha1 = "a7055b939deae2455aa8a67491e034f735dd08d3"
+uuid = "7d9f7c33-5ae7-4f3b-8dc6-eff91059b697"
+version = "0.1.33"
+
+    [deps.Accessors.extensions]
+    AccessorsAxisKeysExt = "AxisKeys"
+    AccessorsIntervalSetsExt = "IntervalSets"
+    AccessorsStaticArraysExt = "StaticArrays"
+    AccessorsStructArraysExt = "StructArrays"
+
+    [deps.Accessors.weakdeps]
+    AxisKeys = "94b1ba4f-4ee9-5380-92f1-94cde586c3c5"
+    IntervalSets = "8197267c-284f-5f27-9208-e0e47529a953"
+    Requires = "ae029012-a4dd-5104-9daa-d747884805df"
+    StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
+    StructArrays = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
+
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +68,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +84,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +95,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -116,9 +139,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -136,11 +159,15 @@ version = "7.4.11"
     StaticArraysCore = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
     Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
 
-[[deps.ArrayInterfaceCore]]
-deps = ["LinearAlgebra", "SnoopPrecompile", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "e5f08b5689b1aad068e01751889f2f615c7db36d"
-uuid = "30b0a656-2188-435a-8636-2ec0e6a096e2"
-version = "0.1.29"
+[[deps.ArrayLayouts]]
+deps = ["FillArrays", "LinearAlgebra"]
+git-tree-sha1 = "b08a4043e1c14096ef8efe4dd97e07de5cacf240"
+uuid = "4c555306-a7a7-4459-81d9-ec55ddd5c99a"
+version = "1.4.5"
+weakdeps = ["SparseArrays"]
+
+    [deps.ArrayLayouts.extensions]
+    ArrayLayoutsSparseArraysExt = "SparseArrays"
 
 [[deps.Artifacts]]
 uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
@@ -163,6 +190,16 @@ git-tree-sha1 = "16351be62963a67ac4083f748fdb3cca58bfd52f"
 uuid = "39de3d68-74b9-583c-8d2d-e117c070f3a9"
 version = "0.4.7"
 
+[[deps.BandedMatrices]]
+deps = ["ArrayLayouts", "FillArrays", "LinearAlgebra", "PrecompileTools"]
+git-tree-sha1 = "27baf04c642465b4289179f29bb7127f0673d4f1"
+uuid = "aae01518-5342-5314-be14-df237901396f"
+version = "1.4.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.BandedMatrices.extensions]
+    BandedMatricesSparseArraysExt = "SparseArrays"
+
 [[deps.BangBang]]
 deps = ["Compat", "ConstructionBase", "InitialValues", "LinearAlgebra", "Requires", "Setfield", "Tables"]
 git-tree-sha1 = "e28912ce94077686443433c2800104b061a827ed"
@@ -193,9 +230,10 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
+weakdeps = ["DistributionsAD", "ForwardDiff", "LazyArrays", "ReverseDiff", "Tracker", "Zygote"]
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -205,18 +243,10 @@ version = "0.13.7"
     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"
-    Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-    Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
-
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.BitTwiddlingConvenienceFunctions]]
 deps = ["Static"]
@@ -225,16 +255,18 @@ uuid = "62783981-4cbd-42fc-bca8-16325de8dc4b"
 version = "0.1.5"
 
 [[deps.BoundaryValueDiffEq]]
-deps = ["ADTypes", "Adapt", "ArrayInterface", "ConcreteStructs", "DiffEqBase", "ForwardDiff", "LinearAlgebra", "NonlinearSolve", "PreallocationTools", "RecursiveArrayTools", "Reexport", "SciMLBase", "Setfield", "SparseArrays", "SparseDiffTools", "TruncatedStacktraces", "UnPack"]
-git-tree-sha1 = "de4f02f54b760a6a68b7fb57185275266c09beca"
+deps = ["ADTypes", "Adapt", "ArrayInterface", "BandedMatrices", "ConcreteStructs", "DiffEqBase", "FastAlmostBandedMatrices", "ForwardDiff", "LinearAlgebra", "LinearSolve", "NonlinearSolve", "PreallocationTools", "PrecompileTools", "Preferences", "RecursiveArrayTools", "Reexport", "SciMLBase", "Setfield", "SparseArrays", "SparseDiffTools", "Tricks", "TruncatedStacktraces", "UnPack"]
+git-tree-sha1 = "dd234c9a030350d5ff4c45761d6cad0cfb358cb9"
 uuid = "764a87c0-6b3e-53db-9096-fe964310641d"
-version = "5.1.0"
+version = "5.6.0"
 
     [deps.BoundaryValueDiffEq.extensions]
     BoundaryValueDiffEqODEInterfaceExt = "ODEInterface"
+    BoundaryValueDiffEqOrdinaryDiffEqExt = "OrdinaryDiffEq"
 
     [deps.BoundaryValueDiffEq.weakdeps]
     ODEInterface = "54ca160b-1b9f-5127-a996-1867f4bc2a2c"
+    OrdinaryDiffEq = "1dea7af3-3e70-54e6-95c3-0bf5283fa5ed"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -243,9 +275,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.CPUSummary]]
 deps = ["CpuId", "IfElse", "PrecompileTools", "Static"]
@@ -272,15 +304,19 @@ version = "0.3.12"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -300,15 +336,15 @@ version = "0.1.12"
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "407f38961ac11a6e14b2df7095a2577f7cb7cb1b"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -356,9 +392,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -385,9 +421,9 @@ version = "0.2.3"
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -449,9 +485,9 @@ version = "0.1.2"
 
 [[deps.DelayDiffEq]]
 deps = ["ArrayInterface", "DataStructures", "DiffEqBase", "LinearAlgebra", "Logging", "OrdinaryDiffEq", "Printf", "RecursiveArrayTools", "Reexport", "SciMLBase", "SimpleNonlinearSolve", "SimpleUnPack"]
-git-tree-sha1 = "df712c77bb43b37ea966feb72cb2e92d51a3face"
+git-tree-sha1 = "e40378efd2af7658d0a0579aa9e15b17137368f4"
 uuid = "bcd4f6db-9728-5f36-b5f7-82caef46ccdb"
-version = "5.43.1"
+version = "5.44.0"
 
 [[deps.DelimitedFiles]]
 deps = ["Mmap"]
@@ -466,14 +502,15 @@ uuid = "b429d917-457f-4dbc-8f4c-0cc954292b1d"
 version = "0.4.0"
 
 [[deps.DiffEqBase]]
-deps = ["ArrayInterface", "ChainRulesCore", "DataStructures", "DocStringExtensions", "EnumX", "EnzymeCore", "FastBroadcast", "ForwardDiff", "FunctionWrappers", "FunctionWrappersWrappers", "LinearAlgebra", "Logging", "Markdown", "MuladdMacro", "Parameters", "PreallocationTools", "PrecompileTools", "Printf", "RecursiveArrayTools", "Reexport", "Requires", "SciMLBase", "SciMLOperators", "Setfield", "SparseArrays", "Static", "StaticArraysCore", "Statistics", "Tricks", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "95b6df71e218379a831874215b0effaac791d7d7"
+deps = ["ArrayInterface", "DataStructures", "DocStringExtensions", "EnumX", "EnzymeCore", "FastBroadcast", "ForwardDiff", "FunctionWrappers", "FunctionWrappersWrappers", "LinearAlgebra", "Logging", "Markdown", "MuladdMacro", "Parameters", "PreallocationTools", "PrecompileTools", "Printf", "RecursiveArrayTools", "Reexport", "SciMLBase", "SciMLOperators", "Setfield", "SparseArrays", "Static", "StaticArraysCore", "Statistics", "Tricks", "TruncatedStacktraces"]
+git-tree-sha1 = "af462abaa25b9b9c6cae5730ca387afb4d65382d"
 uuid = "2b5f629d-d688-5b77-993f-72d75c75574e"
-version = "6.133.1"
+version = "6.144.2"
 
     [deps.DiffEqBase.extensions]
+    DiffEqBaseChainRulesCoreExt = "ChainRulesCore"
     DiffEqBaseDistributionsExt = "Distributions"
-    DiffEqBaseEnzymeExt = "Enzyme"
+    DiffEqBaseEnzymeExt = ["ChainRulesCore", "Enzyme"]
     DiffEqBaseGeneralizedGeneratedExt = "GeneralizedGenerated"
     DiffEqBaseMPIExt = "MPI"
     DiffEqBaseMeasurementsExt = "Measurements"
@@ -481,9 +518,9 @@ version = "6.133.1"
     DiffEqBaseReverseDiffExt = "ReverseDiff"
     DiffEqBaseTrackerExt = "Tracker"
     DiffEqBaseUnitfulExt = "Unitful"
-    DiffEqBaseZygoteExt = "Zygote"
 
     [deps.DiffEqBase.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
     Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     GeneralizedGenerated = "6b9d7cbe-bcb9-11e9-073f-15a7a543e2eb"
@@ -493,20 +530,19 @@ version = "6.133.1"
     ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
     Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
     Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"
-    Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.DiffEqCallbacks]]
 deps = ["DataStructures", "DiffEqBase", "ForwardDiff", "Functors", "LinearAlgebra", "Markdown", "NLsolve", "Parameters", "RecipesBase", "RecursiveArrayTools", "SciMLBase", "StaticArraysCore"]
-git-tree-sha1 = "acc53f895588767cbb296d3d8581ebd203524a2e"
+git-tree-sha1 = "d0b94b3694d55e7eedeee918e7daee9e3b873399"
 uuid = "459566f4-90b8-5000-8ac3-15dfb0a30def"
-version = "2.33.0"
+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 = "57ed4597a309c5b2a10cab5f9813adcb78f92117"
+git-tree-sha1 = "319377c927a4aa1f491228b2ac23f3554a3497c6"
 uuid = "77a26b50-5914-5dd7-bc55-306e6241c503"
-version = "5.19.0"
+version = "5.20.0"
 weakdeps = ["ReverseDiff"]
 
     [deps.DiffEqNoiseProcess.extensions]
@@ -532,9 +568,9 @@ version = "7.11.0"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -546,21 +582,23 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
 git-tree-sha1 = "d61f08c7bd15c5ab215fd7a2eb61c1ae15d8ff5e"
 uuid = "ced4e74d-a319-5a8a-b0ac-84af2272839c"
 version = "0.6.53"
+weakdeps = ["ForwardDiff", "LazyArrays", "ReverseDiff", "Tracker"]
 
     [deps.DistributionsAD.extensions]
     DistributionsADForwardDiffExt = "ForwardDiff"
@@ -568,12 +606,6 @@ version = "0.6.53"
     DistributionsADReverseDiffExt = "ReverseDiff"
     DistributionsADTrackerExt = "Tracker"
 
-    [deps.DistributionsAD.weakdeps]
-    ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
-    LazyArrays = "5078a376-72f3-5289-bfd5-ec5146d43c02"
-    ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
-    Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-
 [[deps.DocStringExtensions]]
 deps = ["LibGit2"]
 git-tree-sha1 = "2fb1e02f2b635d0845df5d7c167fec4dd739b00d"
@@ -592,26 +624,29 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
+weakdeps = ["ChainRulesCore", "EnzymeCore", "MCMCChains", "ZygoteRules"]
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
 
 [[deps.EllipsisNotation]]
 deps = ["StaticArrayInterface"]
-git-tree-sha1 = "d89f0d98f6296a08b73fdfed559f8e86f871cc06"
+git-tree-sha1 = "3507300d4343e8e4ad080ad24e335274c2e297a9"
 uuid = "da5c29d0-fa7d-589e-88eb-ea29b0a81949"
-version = "1.7.0"
+version = "1.8.0"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -620,21 +655,21 @@ version = "1.0.4"
 
 [[deps.Enzyme]]
 deps = ["CEnum", "EnzymeCore", "Enzyme_jll", "GPUCompiler", "LLVM", "Libdl", "LinearAlgebra", "ObjectFile", "Preferences", "Printf", "Random"]
-git-tree-sha1 = "a8a13f3259f59f1738e14296b9191299226ea6b6"
+git-tree-sha1 = "dd414d440bf55a14750ea0ebb576353cde0303a2"
 uuid = "7da242da-08ed-463a-9acd-ee780be4f1d9"
-version = "0.11.9"
+version = "0.11.11"
 
 [[deps.EnzymeCore]]
 deps = ["Adapt"]
-git-tree-sha1 = "d8701002a745c450c03b890f10d53636d1a8a7ea"
+git-tree-sha1 = "2efe862de93cd87f620ad6ac9c9e3f83f1b2841b"
 uuid = "f151be2c-9106-41f4-ab19-57ee4f262869"
-version = "0.6.2"
+version = "0.6.4"
 
 [[deps.Enzyme_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "6febd718de952cb31717a34f81f98872c065e825"
+git-tree-sha1 = "e7e1ae137a07fd2dfccd83418084e53be9de3edb"
 uuid = "7cc45869-7501-5eee-bdea-0790c847d4ef"
-version = "0.0.88+0"
+version = "0.0.96+0"
 
 [[deps.EpollShim_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -672,16 +707,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -689,11 +724,17 @@ git-tree-sha1 = "c6033cc3892d0ef5bb9cd29b7f2f0331ea5184ea"
 uuid = "f5851436-0d7a-5f13-b9de-f02708fd171a"
 version = "3.3.10+0"
 
+[[deps.FastAlmostBandedMatrices]]
+deps = ["ArrayInterface", "ArrayLayouts", "BandedMatrices", "ConcreteStructs", "LazyArrays", "LinearAlgebra", "MatrixFactorizations", "PrecompileTools", "Reexport"]
+git-tree-sha1 = "178316d87f883f0702e79d9c83a8049484c9f619"
+uuid = "9d29842c-ecb8-4973-b1e9-a27b1157504e"
+version = "0.1.0"
+
 [[deps.FastBroadcast]]
 deps = ["ArrayInterface", "LinearAlgebra", "Polyester", "Static", "StaticArrayInterface", "StrideArraysCore"]
-git-tree-sha1 = "9d77cb1caf03e67514ba60bcfc47c6e131b1950c"
+git-tree-sha1 = "a6e756a880fc419c8b41592010aebe6a5ce09136"
 uuid = "7034ab61-46d4-4ed7-9d0f-46aef9175898"
-version = "0.2.7"
+version = "0.2.8"
 
 [[deps.FastClosures]]
 git-tree-sha1 = "acebe244d53ee1b461970f8910c235b259e772ef"
@@ -711,12 +752,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -804,16 +846,16 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArrays]]
 deps = ["Adapt", "GPUArraysCore", "LLVM", "LinearAlgebra", "Printf", "Random", "Reexport", "Serialization", "Statistics"]
-git-tree-sha1 = "8ad8f375ae365aa1eb2f42e2565a40b55a4b69a8"
+git-tree-sha1 = "85d7fb51afb3def5dcb85ad31c3707795c8bccc1"
 uuid = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7"
-version = "9.0.0"
+version = "9.1.0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -876,9 +918,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -900,9 +942,9 @@ version = "0.3.23"
 
 [[deps.IRTools]]
 deps = ["InteractiveUtils", "MacroTools", "Test"]
-git-tree-sha1 = "eac00994ce3229a464c2847e956d77a2c64ad3a5"
+git-tree-sha1 = "8aa91235360659ca7560db43a7d57541120aa31d"
 uuid = "7869d1d1-7146-5819-86e3-90919afe41df"
-version = "0.4.10"
+version = "0.4.11"
 
 [[deps.IfElse]]
 git-tree-sha1 = "debdd00ffef04665ccbb3e150747a77560e8fad1"
@@ -925,11 +967,16 @@ git-tree-sha1 = "50b41d59e7164ab6fda65e71049fee9d890731ff"
 uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
+[[deps.IntegerMathUtils]]
+git-tree-sha1 = "b8ffb903da9f7b8cf695a8bead8e01814aa24b30"
+uuid = "18e54dd8-cb9d-406c-a71d-865a43cbb235"
+version = "0.1.2"
+
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -943,9 +990,9 @@ version = "0.14.7"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -968,9 +1015,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -979,9 +1026,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -997,15 +1044,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.JumpProcesses]]
-deps = ["ArrayInterface", "DataStructures", "DiffEqBase", "DocStringExtensions", "FunctionWrappers", "Graphs", "LinearAlgebra", "Markdown", "PoissonRandom", "Random", "RandomNumbers", "RecursiveArrayTools", "Reexport", "SciMLBase", "StaticArrays", "TreeViews", "UnPack"]
-git-tree-sha1 = "3de1d557e382cad270d921fbc22351f5628e7b1f"
+deps = ["ArrayInterface", "DataStructures", "DiffEqBase", "DocStringExtensions", "FunctionWrappers", "Graphs", "LinearAlgebra", "Markdown", "PoissonRandom", "Random", "RandomNumbers", "RecursiveArrayTools", "Reexport", "SciMLBase", "StaticArrays", "UnPack"]
+git-tree-sha1 = "c451feb97251965a9fe40bacd62551a72cc5902c"
 uuid = "ccbc3e58-028d-4f4c-8cd5-9ae44345cda5"
-version = "9.8.0"
+version = "9.10.1"
 weakdeps = ["FastBroadcast"]
 
     [deps.JumpProcesses.extensions]
@@ -1019,9 +1066,9 @@ version = "0.4.1"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 weakdeps = ["EnzymeCore"]
 
     [deps.KernelAbstractions.extensions]
@@ -1029,15 +1076,15 @@ weakdeps = ["EnzymeCore"]
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.Krylov]]
 deps = ["LinearAlgebra", "Printf", "SparseArrays"]
-git-tree-sha1 = "17e462054b42dcdda73e9a9ba0c67754170c88ae"
+git-tree-sha1 = "8a6837ec02fe5fb3def1abc907bb802ef11a0729"
 uuid = "ba0b0d4f-ebba-5204-a429-3ac8c609bfb7"
-version = "0.9.4"
+version = "0.9.5"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1052,27 +1099,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1081,9 +1134,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -1099,11 +1152,17 @@ version = "0.16.1"
     DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
     SymEngine = "123dc426-2d89-5057-bbad-38513e3affd8"
 
+[[deps.LatticeRules]]
+deps = ["Random"]
+git-tree-sha1 = "7f5b02258a3ca0221a6a9710b0a0a2e8fb4957fe"
+uuid = "73f95e8e-ec14-4e6a-8b18-0d2e271c4e55"
+version = "0.0.1"
+
 [[deps.LayoutPointers]]
 deps = ["ArrayInterface", "LinearAlgebra", "ManualMemory", "SIMDTypes", "Static", "StaticArrayInterface"]
-git-tree-sha1 = "88b8f66b604da079a627b6fb2860d3704a6729a1"
+git-tree-sha1 = "62edfee3211981241b57ff1cedf4d74d79519277"
 uuid = "10f19ff3-798f-405d-979b-55457f8fc047"
-version = "0.1.14"
+version = "0.1.15"
 
 [[deps.Lazy]]
 deps = ["MacroTools"]
@@ -1111,6 +1170,16 @@ git-tree-sha1 = "1370f8202dac30758f3c345f9909b97f53d87d3f"
 uuid = "50d2b5c4-7a5e-59d5-8109-a42b560f39c0"
 version = "0.15.1"
 
+[[deps.LazyArrays]]
+deps = ["ArrayLayouts", "FillArrays", "LinearAlgebra", "MacroTools", "MatrixFactorizations", "SparseArrays"]
+git-tree-sha1 = "9cfca23ab83b0dfac93cb1a1ef3331ab9fe596a5"
+uuid = "5078a376-72f3-5289-bfd5-ec5146d43c02"
+version = "1.8.3"
+weakdeps = ["StaticArrays"]
+
+    [deps.LazyArrays.extensions]
+    LazyArraysStaticArraysExt = "StaticArrays"
+
 [[deps.LazyArtifacts]]
 deps = ["Artifacts", "Pkg"]
 uuid = "4af54fe1-eca0-43a8-85a7-787d91b784e3"
@@ -1130,12 +1199,12 @@ version = "1.0.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -1144,7 +1213,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -1214,32 +1283,39 @@ deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"]
 uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 
 [[deps.LinearSolve]]
-deps = ["ArrayInterface", "ConcreteStructs", "DocStringExtensions", "EnumX", "EnzymeCore", "FastLapackInterface", "GPUArraysCore", "InteractiveUtils", "KLU", "Krylov", "Libdl", "LinearAlgebra", "MKL_jll", "PrecompileTools", "Preferences", "RecursiveFactorization", "Reexport", "Requires", "SciMLBase", "SciMLOperators", "Setfield", "SparseArrays", "Sparspak", "SuiteSparse", "UnPack"]
-git-tree-sha1 = "435ab14ca589757a0feae6e3e347bc37addda42d"
+deps = ["ArrayInterface", "ConcreteStructs", "DocStringExtensions", "EnumX", "FastLapackInterface", "GPUArraysCore", "InteractiveUtils", "KLU", "Krylov", "Libdl", "LinearAlgebra", "MKL_jll", "PrecompileTools", "Preferences", "RecursiveFactorization", "Reexport", "Requires", "SciMLBase", "SciMLOperators", "Setfield", "SparseArrays", "Sparspak", "StaticArraysCore", "UnPack"]
+git-tree-sha1 = "ebdc72aa2f1ccbb9f9dd1e85698145024b762ac3"
 uuid = "7ed4a6bd-45f5-4d41-b270-4a48e9bafcae"
-version = "2.9.2"
+version = "2.21.2"
 
     [deps.LinearSolve.extensions]
+    LinearSolveBandedMatricesExt = "BandedMatrices"
     LinearSolveBlockDiagonalsExt = "BlockDiagonals"
     LinearSolveCUDAExt = "CUDA"
-    LinearSolveEnzymeExt = "Enzyme"
+    LinearSolveEnzymeExt = ["Enzyme", "EnzymeCore"]
+    LinearSolveFastAlmostBandedMatricesExt = ["FastAlmostBandedMatrices"]
     LinearSolveHYPREExt = "HYPRE"
     LinearSolveIterativeSolversExt = "IterativeSolvers"
     LinearSolveKernelAbstractionsExt = "KernelAbstractions"
     LinearSolveKrylovKitExt = "KrylovKit"
     LinearSolveMetalExt = "Metal"
     LinearSolvePardisoExt = "Pardiso"
+    LinearSolveRecursiveArrayToolsExt = "RecursiveArrayTools"
 
     [deps.LinearSolve.weakdeps]
+    BandedMatrices = "aae01518-5342-5314-be14-df237901396f"
     BlockDiagonals = "0a1fb500-61f7-11e9-3c65-f5ef3456f9f0"
     CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    FastAlmostBandedMatrices = "9d29842c-ecb8-4973-b1e9-a27b1157504e"
     HYPRE = "b5ffcf37-a2bd-41ab-a3da-4bd9bc8ad771"
     IterativeSolvers = "42fd0dbc-a981-5370-80f2-aaf504508153"
     KernelAbstractions = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
     KrylovKit = "0b1a1467-8014-51b9-945f-bf0ae24f4b77"
     Metal = "dde4c033-4e86-420c-a63e-0dd931031962"
     Pardiso = "46dd5b70-b6fb-5a00-ae2d-e8fea33afaf2"
+    RecursiveArrayTools = "731186ca-8d62-57ce-b412-fbd966d074cd"
 
 [[deps.LogDensityProblems]]
 deps = ["ArgCheck", "DocStringExtensions", "Random"]
@@ -1249,11 +1325,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -1263,6 +1340,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -1293,10 +1371,10 @@ uuid = "e6f89c97-d47a-5376-807f-9c37f3926c36"
 version = "1.0.3"
 
 [[deps.LoopVectorization]]
-deps = ["ArrayInterface", "ArrayInterfaceCore", "CPUSummary", "CloseOpenIntervals", "DocStringExtensions", "HostCPUFeatures", "IfElse", "LayoutPointers", "LinearAlgebra", "OffsetArrays", "PolyesterWeave", "PrecompileTools", "SIMDTypes", "SLEEFPirates", "Static", "StaticArrayInterface", "ThreadingUtilities", "UnPack", "VectorizationBase"]
-git-tree-sha1 = "c88a4afe1703d731b1c4fdf4e3c7e77e3b176ea2"
+deps = ["ArrayInterface", "CPUSummary", "CloseOpenIntervals", "DocStringExtensions", "HostCPUFeatures", "IfElse", "LayoutPointers", "LinearAlgebra", "OffsetArrays", "PolyesterWeave", "PrecompileTools", "SIMDTypes", "SLEEFPirates", "Static", "StaticArrayInterface", "ThreadingUtilities", "UnPack", "VectorizationBase"]
+git-tree-sha1 = "0f5648fbae0d015e3abe5867bca2b362f67a5894"
 uuid = "bdcacae8-1622-11e9-2a5c-532679323890"
-version = "0.12.165"
+version = "0.12.166"
 weakdeps = ["ChainRulesCore", "ForwardDiff", "SpecialFunctions"]
 
     [deps.LoopVectorization.extensions]
@@ -1305,33 +1383,33 @@ weakdeps = ["ChainRulesCore", "ForwardDiff", "SpecialFunctions"]
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.ManualMemory]]
 git-tree-sha1 = "bcaef4fc7a0cfe2cba636d84cda54b5e4e4ca3cd"
@@ -1347,11 +1425,17 @@ version = "0.4.2"
 deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
+[[deps.MatrixFactorizations]]
+deps = ["ArrayLayouts", "LinearAlgebra", "Printf", "Random"]
+git-tree-sha1 = "78f6e33434939b0ac9ba1df81e6d005ee85a7396"
+uuid = "a3b82374-2e81-5b9e-98ce-41277c0e4c87"
+version = "2.1.0"
+
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1407,9 +1491,9 @@ version = "4.5.1"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1442,19 +1526,29 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "3ef8ff4f011295fd938a521cb605099cecf084ca"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.15"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.NonlinearSolve]]
-deps = ["ADTypes", "ArrayInterface", "ConcreteStructs", "DiffEqBase", "EnumX", "FiniteDiff", "ForwardDiff", "LineSearches", "LinearAlgebra", "LinearSolve", "PrecompileTools", "RecursiveArrayTools", "Reexport", "SciMLBase", "SimpleNonlinearSolve", "SparseArrays", "SparseDiffTools", "StaticArraysCore", "UnPack"]
-git-tree-sha1 = "a5f1f836da05d513c4143576af8f5d8e51b759f5"
+deps = ["ADTypes", "ArrayInterface", "ConcreteStructs", "DiffEqBase", "EnumX", "FastBroadcast", "FiniteDiff", "ForwardDiff", "LineSearches", "LinearAlgebra", "LinearSolve", "PrecompileTools", "RecursiveArrayTools", "Reexport", "SciMLBase", "SciMLOperators", "SimpleNonlinearSolve", "SparseArrays", "SparseDiffTools", "StaticArraysCore", "UnPack"]
+git-tree-sha1 = "6166ccd8f79c93c636ca61ab4cd18f555932563d"
 uuid = "8913a72c-1f9b-4ce2-8d82-65094dcecaec"
-version = "2.2.1"
+version = "2.8.2"
+
+    [deps.NonlinearSolve.extensions]
+    NonlinearSolveBandedMatricesExt = "BandedMatrices"
+    NonlinearSolveFastLevenbergMarquardtExt = "FastLevenbergMarquardt"
+    NonlinearSolveLeastSquaresOptimExt = "LeastSquaresOptim"
+
+    [deps.NonlinearSolve.weakdeps]
+    BandedMatrices = "aae01518-5342-5314-be14-df237901396f"
+    FastLevenbergMarquardt = "7a0df574-e128-4d35-8cbd-3d84502bf7ce"
+    LeastSquaresOptim = "0fc2ff8b-aaa3-5acd-a817-1944a5e08891"
 
 [[deps.ObjectFile]]
 deps = ["Reexport", "StructIO"]
@@ -1463,15 +1557,18 @@ uuid = "d8793406-e978-5875-9003-1fc021f44a92"
 version = "0.4.1"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1497,9 +1594,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1526,15 +1623,15 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.OrdinaryDiffEq]]
 deps = ["ADTypes", "Adapt", "ArrayInterface", "DataStructures", "DiffEqBase", "DocStringExtensions", "ExponentialUtilities", "FastBroadcast", "FastClosures", "FiniteDiff", "ForwardDiff", "FunctionWrappersWrappers", "IfElse", "InteractiveUtils", "LineSearches", "LinearAlgebra", "LinearSolve", "Logging", "LoopVectorization", "MacroTools", "MuladdMacro", "NLsolve", "NonlinearSolve", "Polyester", "PreallocationTools", "PrecompileTools", "Preferences", "RecursiveArrayTools", "Reexport", "SciMLBase", "SciMLNLSolve", "SciMLOperators", "SimpleNonlinearSolve", "SimpleUnPack", "SparseArrays", "SparseDiffTools", "StaticArrayInterface", "StaticArrays", "TruncatedStacktraces"]
-git-tree-sha1 = "def999a7447854f0e9ca9fdda235e04a65916b76"
+git-tree-sha1 = "5f9e7ce227d0e447c3803cc05ef5d8f75f84b9ea"
 uuid = "1dea7af3-3e70-54e6-95c3-0bf5283fa5ed"
-version = "6.58.0"
+version = "6.59.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1543,9 +1640,9 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.PackageExtensionCompat]]
 git-tree-sha1 = "fb28e33b8a95c4cee25ce296c817d89cc2e53518"
@@ -1561,9 +1658,9 @@ version = "0.12.3"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1621,9 +1718,9 @@ version = "0.4.4"
 
 [[deps.Polyester]]
 deps = ["ArrayInterface", "BitTwiddlingConvenienceFunctions", "CPUSummary", "IfElse", "ManualMemory", "PolyesterWeave", "Requires", "Static", "StaticArrayInterface", "StrideArraysCore", "ThreadingUtilities"]
-git-tree-sha1 = "398f91235beaac50445557c937ecb0145d171842"
+git-tree-sha1 = "fca25670784a1ae44546bcb17288218310af2778"
 uuid = "f517fe37-dbe3-4b94-8317-1923a5111588"
-version = "0.7.8"
+version = "0.7.9"
 
 [[deps.PolyesterWeave]]
 deps = ["BitTwiddlingConvenienceFunctions", "CPUSummary", "IfElse", "Static", "ThreadingUtilities"]
@@ -1639,9 +1736,9 @@ version = "0.2.4"
 
 [[deps.PreallocationTools]]
 deps = ["Adapt", "ArrayInterface", "ForwardDiff", "Requires"]
-git-tree-sha1 = "f739b1b3cc7b9949af3b35089931f2b58c289163"
+git-tree-sha1 = "01ac95fca7daabe77a9cb705862bd87016af9ddb"
 uuid = "d236fae5-4411-538c-8e31-a6e3d9e00b46"
-version = "0.4.12"
+version = "0.4.13"
 weakdeps = ["ReverseDiff"]
 
     [deps.PreallocationTools.extensions]
@@ -1660,10 +1757,16 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
+
+[[deps.Primes]]
+deps = ["IntegerMathUtils"]
+git-tree-sha1 = "1d05623b5952aed1307bf8b43bec8b8d1ef94b6e"
+uuid = "27ebfcd6-29c5-5fa9-bf4b-fb8fc14df3ae"
+version = "0.5.5"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1683,9 +1786,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1693,6 +1796,16 @@ git-tree-sha1 = "9ebcd48c498668c7fa0e97a9cae873fbee7bfee1"
 uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
 version = "2.9.1"
 
+[[deps.QuasiMonteCarlo]]
+deps = ["Accessors", "ConcreteStructs", "LatticeRules", "LinearAlgebra", "Primes", "Random", "Requires", "Sobol", "StatsBase"]
+git-tree-sha1 = "cc086f8485bce77b6187141e1413c3b55f9a4341"
+uuid = "8a4e6c94-4038-4cdc-81c3-7e6ffdb2a71b"
+version = "0.3.3"
+weakdeps = ["Distributions"]
+
+    [deps.QuasiMonteCarlo.extensions]
+    QuasiMonteCarloDistributionsExt = "Distributions"
+
 [[deps.REPL]]
 deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
 uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
@@ -1703,9 +1816,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1748,9 +1861,9 @@ version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
 deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+git-tree-sha1 = "d7087c013e8a496ff396bae843b1e16d9a30ede8"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "2.38.10"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1766,9 +1879,9 @@ version = "2.39.0"
 
 [[deps.RecursiveFactorization]]
 deps = ["LinearAlgebra", "LoopVectorization", "Polyester", "PrecompileTools", "StrideArraysCore", "TriangularSolve"]
-git-tree-sha1 = "2b6d4a40339aa02655b1743f4cd7c03109f520c1"
+git-tree-sha1 = "8bc86c78c7d8e2a5fe559e3721c0f9c9e303b2ed"
 uuid = "f2c3362d-daeb-58d1-803e-2bc74f2840b4"
-version = "0.2.20"
+version = "0.2.21"
 
 [[deps.Reexport]]
 git-tree-sha1 = "45e428421666073eab6f2da5c9d310d99bb12f9b"
@@ -1813,9 +1926,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1846,23 +1959,28 @@ version = "0.1.0"
 
 [[deps.SLEEFPirates]]
 deps = ["IfElse", "Static", "VectorizationBase"]
-git-tree-sha1 = "4b8586aece42bee682399c4c4aee95446aa5cd19"
+git-tree-sha1 = "3aac6d68c5e57449f5b9b865c9ba50ac2970c4cf"
 uuid = "476501e8-09a2-5ece-8869-fb82de89a1fa"
-version = "0.6.39"
+version = "0.6.42"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "QuasiMonteCarlo", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "32ea825941f7b58a6f48268f4b76971ae8eb9eec"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.10.0"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1876,15 +1994,15 @@ version = "0.1.9"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.SciMLSensitivity]]
-deps = ["ADTypes", "Adapt", "ArrayInterface", "ChainRulesCore", "DiffEqBase", "DiffEqCallbacks", "DiffEqNoiseProcess", "Distributions", "EllipsisNotation", "Enzyme", "FiniteDiff", "ForwardDiff", "FunctionProperties", "FunctionWrappersWrappers", "GPUArraysCore", "LinearAlgebra", "LinearSolve", "Markdown", "OrdinaryDiffEq", "Parameters", "PreallocationTools", "QuadGK", "Random", "RandomNumbers", "RecursiveArrayTools", "Reexport", "ReverseDiff", "SciMLBase", "SciMLOperators", "SimpleNonlinearSolve", "SparseDiffTools", "StaticArraysCore", "Statistics", "StochasticDiffEq", "Tracker", "TruncatedStacktraces", "Zygote", "ZygoteRules"]
-git-tree-sha1 = "7cb3262a1a457e35e650cefee81a1c2fba0de814"
+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"]
+git-tree-sha1 = "3b0fde1944502bd736bcdc3d0df577dddb54d189"
 uuid = "1ed8b502-d754-442c-8d5d-10ac956f44a1"
-version = "7.41.1"
+version = "7.51.0"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1893,15 +2011,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1928,10 +2046,10 @@ uuid = "777ac1f9-54b0-4bf8-805c-2214025038e7"
 version = "1.1.0"
 
 [[deps.SimpleNonlinearSolve]]
-deps = ["ArrayInterface", "DiffEqBase", "FiniteDiff", "ForwardDiff", "LinearAlgebra", "PackageExtensionCompat", "PrecompileTools", "Reexport", "SciMLBase", "StaticArraysCore"]
-git-tree-sha1 = "4d53b83af904049c493daaf2a225bcae994a3c59"
+deps = ["ArrayInterface", "DiffEqBase", "FiniteDiff", "ForwardDiff", "LinearAlgebra", "PrecompileTools", "Reexport", "SciMLBase", "StaticArraysCore"]
+git-tree-sha1 = "69b1a53374dd14d7c165d98cb646aeb5f36f8d07"
 uuid = "727e6d20-b764-4bd8-a329-72de5adea6c7"
-version = "0.1.20"
+version = "0.1.25"
 weakdeps = ["NNlib"]
 
     [deps.SimpleNonlinearSolve.extensions]
@@ -1948,20 +2066,20 @@ git-tree-sha1 = "58e6353e72cde29b90a69527e56df1b5c3d8c437"
 uuid = "ce78b400-467f-4804-87d8-8f486da07d0a"
 version = "1.1.0"
 
-[[deps.SnoopPrecompile]]
-deps = ["Preferences"]
-git-tree-sha1 = "e760a70afdcd461cf01a575947738d359234665c"
-uuid = "66db9d55-30c0-4569-8b51-7e840670fc0c"
-version = "1.0.3"
+[[deps.Sobol]]
+deps = ["DelimitedFiles", "Random"]
+git-tree-sha1 = "5a74ac22a9daef23705f010f72c81d6925b19df8"
+uuid = "ed01d8cd-4d21-5b2a-85b4-cc3bdc58bad4"
+version = "1.5.0"
 
 [[deps.Sockets]]
 uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1969,9 +2087,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseDiffTools]]
 deps = ["ADTypes", "Adapt", "ArrayInterface", "Compat", "DataStructures", "FiniteDiff", "ForwardDiff", "Graphs", "LinearAlgebra", "PackageExtensionCompat", "Random", "Reexport", "SciMLOperators", "Setfield", "SparseArrays", "StaticArrayInterface", "StaticArrays", "Tricks", "UnPack", "VertexSafeGraphs"]
-git-tree-sha1 = "336fd944a1bbb8873bfa8171387608ca93317d68"
+git-tree-sha1 = "c281e11db4eacb36a292a054bac83c5a0aca2a26"
 uuid = "47a9eef4-7e08-11e9-0b38-333d64bd3804"
-version = "2.8.0"
+version = "2.15.0"
 
     [deps.SparseDiffTools.extensions]
     SparseDiffToolsEnzymeExt = "Enzyme"
@@ -1985,9 +2103,9 @@ version = "2.8.0"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.Sparspak]]
 deps = ["Libdl", "LinearAlgebra", "Logging", "OffsetArrays", "Printf", "SparseArrays", "Test"]
@@ -2019,9 +2137,9 @@ version = "0.8.8"
 
 [[deps.StaticArrayInterface]]
 deps = ["ArrayInterface", "Compat", "IfElse", "LinearAlgebra", "PrecompileTools", "Requires", "SparseArrays", "Static", "SuiteSparse"]
-git-tree-sha1 = "03fec6800a986d191f64f5c0996b59ed526eda25"
+git-tree-sha1 = "5d66818a39bb04bf328e92bc933ec5b4ee88e436"
 uuid = "0d7ed370-da01-4f52-bd93-41d350b8b718"
-version = "1.4.1"
+version = "1.5.0"
 weakdeps = ["OffsetArrays", "StaticArrays"]
 
     [deps.StaticArrayInterface.extensions]
@@ -2029,13 +2147,14 @@ weakdeps = ["OffsetArrays", "StaticArrays"]
     StaticArrayInterfaceStaticArraysExt = "StaticArrays"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -2090,16 +2209,16 @@ uuid = "9672c7b4-1e72-59bd-8a11-6ac3964bc41f"
 version = "1.16.1"
 
 [[deps.StochasticDiffEq]]
-deps = ["Adapt", "ArrayInterface", "DataStructures", "DiffEqBase", "DiffEqNoiseProcess", "DocStringExtensions", "FillArrays", "FiniteDiff", "ForwardDiff", "JumpProcesses", "LevyArea", "LinearAlgebra", "Logging", "MuladdMacro", "NLsolve", "OrdinaryDiffEq", "Random", "RandomNumbers", "RecursiveArrayTools", "Reexport", "SciMLBase", "SciMLOperators", "SparseArrays", "SparseDiffTools", "StaticArrays", "UnPack"]
-git-tree-sha1 = "2a1818923476d496190791b4cf7183e9ccf64a99"
+deps = ["Adapt", "ArrayInterface", "DataStructures", "DiffEqBase", "DiffEqNoiseProcess", "DocStringExtensions", "FiniteDiff", "ForwardDiff", "JumpProcesses", "LevyArea", "LinearAlgebra", "Logging", "MuladdMacro", "NLsolve", "OrdinaryDiffEq", "Random", "RandomNumbers", "RecursiveArrayTools", "Reexport", "SciMLBase", "SciMLOperators", "SparseArrays", "SparseDiffTools", "StaticArrays", "UnPack"]
+git-tree-sha1 = "753219de57ac7aab0feb88871d3c51e0eb5e3b03"
 uuid = "789caeaf-c7a9-5a7d-9973-96adeb23e2a0"
-version = "6.63.0"
+version = "6.64.0"
 
 [[deps.StrideArraysCore]]
 deps = ["ArrayInterface", "CloseOpenIntervals", "IfElse", "LayoutPointers", "ManualMemory", "SIMDTypes", "Static", "StaticArrayInterface", "ThreadingUtilities"]
-git-tree-sha1 = "f02eb61eb5c97b48c153861c72fbbfdddc607e06"
+git-tree-sha1 = "d6415f66f3d89c615929af907fdc6a3e17af0d8c"
 uuid = "7792a7ef-975c-4747-a70f-980b88e8d1da"
-version = "0.4.17"
+version = "0.5.2"
 
 [[deps.StringManipulation]]
 deps = ["PrecompileTools"]
@@ -2130,9 +2249,9 @@ version = "5.10.1+6"
 
 [[deps.Sundials]]
 deps = ["CEnum", "DataStructures", "DiffEqBase", "Libdl", "LinearAlgebra", "Logging", "PrecompileTools", "Reexport", "SciMLBase", "SparseArrays", "Sundials_jll"]
-git-tree-sha1 = "b208d5379feee6c1c9f9660e4294e77e40946884"
+git-tree-sha1 = "f8992f3fe2388e0de5f67376ce6aaf4c90b4ee4c"
 uuid = "c3572dad-4567-51f8-b174-8c6c989267f4"
-version = "4.20.0"
+version = "4.22.1"
 
 [[deps.Sundials_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "OpenBLAS_jll", "Pkg", "SuiteSparse_jll"]
@@ -2165,9 +2284,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -2204,25 +2323,28 @@ version = "0.5.23"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -2238,17 +2360,11 @@ version = "0.4.78"
     OnlineStatsBase = "925886fa-5bf2-5e8e-b522-a9147a512338"
     Referenceables = "42d2dcc6-99eb-4e98-b66c-637b7d73030e"
 
-[[deps.TreeViews]]
-deps = ["Test"]
-git-tree-sha1 = "8d0d7a3fe2f30d6a7f833a5f19f7c7a5b396eae6"
-uuid = "a2a6695c-b41b-5b7d-aed9-dbfdeacea5d7"
-version = "0.3.0"
-
 [[deps.TriangularSolve]]
 deps = ["CloseOpenIntervals", "IfElse", "LayoutPointers", "LinearAlgebra", "LoopVectorization", "Polyester", "Static", "VectorizationBase"]
-git-tree-sha1 = "31eedbc0b6d07c08a700e26d31298ac27ef330eb"
+git-tree-sha1 = "fadebab77bf3ae041f77346dd1c290173da5a443"
 uuid = "d5829a12-d9aa-46ab-831f-fb7c9ab06edf"
-version = "0.1.19"
+version = "0.1.20"
 
 [[deps.Tricks]]
 git-tree-sha1 = "eae1bb484cd63b36999ee58be2de6c178105112f"
@@ -2262,10 +2378,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -2300,9 +2416,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -2333,9 +2449,9 @@ version = "0.2.0"
 
 [[deps.VectorizationBase]]
 deps = ["ArrayInterface", "CPUSummary", "HostCPUFeatures", "IfElse", "LayoutPointers", "Libdl", "LinearAlgebra", "SIMDTypes", "Static", "StaticArrayInterface"]
-git-tree-sha1 = "b182207d4af54ac64cbc71797765068fdeff475d"
+git-tree-sha1 = "7209df901e6ed7489fe9b7aa3e46fb788e15db85"
 uuid = "3d5dd08c-fd9d-11e8-17fa-ed2836048c2f"
-version = "0.21.64"
+version = "0.21.65"
 
 [[deps.VertexSafeGraphs]]
 deps = ["Graphs"]
@@ -2369,15 +2485,15 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -2387,9 +2503,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -2548,9 +2664,9 @@ version = "1.5.5+0"
 
 [[deps.Zygote]]
 deps = ["AbstractFFTs", "ChainRules", "ChainRulesCore", "DiffRules", "Distributed", "FillArrays", "ForwardDiff", "GPUArrays", "GPUArraysCore", "IRTools", "InteractiveUtils", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NaNMath", "PrecompileTools", "Random", "Requires", "SparseArrays", "SpecialFunctions", "Statistics", "ZygoteRules"]
-git-tree-sha1 = "16848c23e7961e099a4152ba0d10db887f412ee9"
+git-tree-sha1 = "30c1b8bfc2b3c7c5d8bba7cd32e8b6d5f968e7c3"
 uuid = "e88e6eb3-aa80-5325-afca-941959d7151f"
-version = "0.6.65"
+version = "0.6.68"
 weakdeps = ["Colors", "Distances", "Tracker"]
 
     [deps.Zygote.extensions]
@@ -2560,9 +2676,9 @@ weakdeps = ["Colors", "Distances", "Tracker"]
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -2571,10 +2687,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2618,10 +2734,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2638,7 +2754,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/11-probabilistic-pca/Manifest.toml b/tutorials/11-probabilistic-pca/Manifest.toml
index 54d4e80e3..598961f88 100644
--- a/tutorials/11-probabilistic-pca/Manifest.toml
+++ b/tutorials/11-probabilistic-pca/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "ef462fc173a4ba83c350dd73690f805ff0c2abe7"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -110,9 +114,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -181,9 +185,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -202,9 +206,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -213,9 +217,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -231,15 +235,19 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -253,15 +261,15 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "407f38961ac11a6e14b2df7095a2577f7cb7cb1b"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -309,9 +317,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -333,9 +341,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -421,9 +429,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -435,15 +443,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -481,20 +490,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -531,16 +548,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -553,12 +570,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -624,10 +642,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -672,9 +690,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -706,10 +724,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -723,9 +741,9 @@ version = "0.14.7"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -748,9 +766,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -759,9 +777,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -777,15 +795,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -795,9 +813,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -812,27 +830,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -841,9 +865,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -878,12 +902,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -892,7 +916,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -963,11 +987,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -977,6 +1002,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -1008,33 +1034,33 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1046,10 +1072,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1088,9 +1114,9 @@ version = "0.10.2"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1123,24 +1149,27 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "3ef8ff4f011295fd938a521cb605099cecf084ca"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.15"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1166,9 +1195,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1189,9 +1218,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1200,15 +1229,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1277,10 +1306,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1300,9 +1329,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1320,9 +1349,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1364,10 +1393,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1418,9 +1447,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1445,18 +1474,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1464,9 +1498,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1475,15 +1509,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1519,9 +1553,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1529,9 +1563,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1550,13 +1584,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1626,10 +1661,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1650,9 +1684,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1677,25 +1711,28 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1723,10 +1760,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1756,9 +1793,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1813,15 +1850,15 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1831,9 +1868,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -1992,9 +2029,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -2003,10 +2040,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2050,10 +2087,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2070,7 +2107,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/12-gplvm/Manifest.toml b/tutorials/12-gplvm/Manifest.toml
index 808b6738f..86d1d5ff0 100644
--- a/tutorials/12-gplvm/Manifest.toml
+++ b/tutorials/12-gplvm/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "390f0ff830d7e11242f044c4b0d23eedcbb7a091"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -27,16 +27,16 @@ uuid = "99985d1d-32ba-4be9-9821-2ec096f28918"
 version = "0.5.19"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -45,9 +45,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -55,9 +55,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -71,9 +71,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -82,10 +82,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -104,9 +108,9 @@ version = "1.1.1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -135,9 +139,9 @@ version = "0.1.0"
 
 [[deps.AxisAlgorithms]]
 deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"]
-git-tree-sha1 = "66771c8d21c8ff5e3a93379480a2307ac36863f7"
+git-tree-sha1 = "01b8ccb13d68535d73d2b0c23e39bd23155fb712"
 uuid = "13072b0f-2c55-5437-9ae7-d433b7a33950"
-version = "1.0.1"
+version = "1.1.0"
 
 [[deps.AxisArrays]]
 deps = ["Dates", "IntervalSets", "IterTools", "RangeArrays"]
@@ -175,9 +179,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -196,9 +200,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -207,9 +211,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.CSV]]
 deps = ["CodecZlib", "Dates", "FilePathsBase", "InlineStrings", "Mmap", "Parsers", "PooledArrays", "PrecompileTools", "SentinelArrays", "Tables", "Unicode", "WeakRefStrings", "WorkerUtilities"]
@@ -249,15 +253,19 @@ version = "0.10.8"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -271,9 +279,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -321,9 +329,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -345,9 +353,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -433,9 +441,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -447,15 +455,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -493,20 +502,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -543,16 +560,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -577,12 +594,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -648,10 +666,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -696,9 +714,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -730,10 +748,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -741,15 +759,19 @@ uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 
 [[deps.Interpolations]]
 deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "Requires", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"]
-git-tree-sha1 = "721ec2cf720536ad005cb38f50dbba7b02419a15"
+git-tree-sha1 = "88a101217d7cb38a7b481ccd50d21876e1d1b0e0"
 uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
-version = "0.14.7"
+version = "0.15.1"
+weakdeps = ["Unitful"]
+
+    [deps.Interpolations.extensions]
+    InterpolationsUnitfulExt = "Unitful"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -772,9 +794,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -783,9 +805,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -801,15 +823,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -819,15 +841,15 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.KernelFunctions]]
 deps = ["ChainRulesCore", "Compat", "CompositionsBase", "Distances", "FillArrays", "Functors", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "Random", "Requires", "SpecialFunctions", "Statistics", "StatsBase", "TensorCore", "Test", "ZygoteRules"]
-git-tree-sha1 = "d1e34d1ae87ac280a0cfca85ea3d610f25ea6a5f"
+git-tree-sha1 = "d9bcb5ec5205db043f01a35dee0da82eb3fd2afb"
 uuid = "ec8451be-7e33-11e9-00cf-bbf324bd1392"
-version = "0.10.57"
+version = "0.10.60"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -842,27 +864,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -871,9 +899,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -908,12 +936,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -922,7 +950,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -993,11 +1021,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -1007,6 +1036,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -1038,33 +1068,33 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1076,10 +1106,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1118,9 +1148,9 @@ version = "2022.10.11"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1156,10 +1186,13 @@ uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1185,9 +1218,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1208,9 +1241,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1219,15 +1252,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1296,10 +1329,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1319,9 +1352,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1351,9 +1384,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1395,10 +1428,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1449,9 +1482,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1476,18 +1509,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1495,9 +1533,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1506,15 +1544,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1550,9 +1588,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1560,9 +1598,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1581,13 +1619,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1651,10 +1690,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1675,9 +1713,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1712,25 +1750,28 @@ weakdeps = ["RecipesBase"]
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1758,10 +1799,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1791,9 +1832,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1848,9 +1889,9 @@ version = "1.4.2"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "c1a7aa6219628fcd757dede0ca95e245c5cd9511"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "1.0.0"
 
 [[deps.WorkerUtilities]]
 git-tree-sha1 = "cd1659ba0d57b71a464a29e64dbc67cfe83d54e7"
@@ -1859,9 +1900,9 @@ version = "1.6.1"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1871,9 +1912,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -2032,9 +2073,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -2043,10 +2084,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2090,10 +2131,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2110,7 +2151,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/13-seasonal-time-series/Manifest.toml b/tutorials/13-seasonal-time-series/Manifest.toml
index 03b27bc5a..596b2ceee 100644
--- a/tutorials/13-seasonal-time-series/Manifest.toml
+++ b/tutorials/13-seasonal-time-series/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "8465c369abb7f6ef05a55c9b93c53a6097762489"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -110,9 +114,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -181,9 +185,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -202,9 +206,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -213,9 +217,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -231,15 +235,19 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -253,15 +261,15 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "407f38961ac11a6e14b2df7095a2577f7cb7cb1b"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -309,9 +317,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -333,9 +341,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -415,9 +423,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -429,15 +437,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -475,20 +484,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -525,16 +542,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -547,12 +564,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -618,10 +636,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -666,9 +684,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -694,10 +712,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -711,9 +729,9 @@ version = "0.14.7"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -736,9 +754,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -747,9 +765,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -765,15 +783,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -783,9 +801,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -800,27 +818,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -829,9 +853,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -866,12 +890,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -880,7 +904,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -951,11 +975,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -965,6 +990,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -996,33 +1022,33 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1034,10 +1060,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1076,9 +1102,9 @@ version = "0.10.2"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1111,24 +1137,27 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "3ef8ff4f011295fd938a521cb605099cecf084ca"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.15"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1154,9 +1183,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1177,9 +1206,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1188,15 +1217,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1259,10 +1288,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1282,9 +1311,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1302,9 +1331,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1346,10 +1375,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1394,9 +1423,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1421,18 +1450,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1440,9 +1474,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1451,15 +1485,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1495,9 +1529,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1505,9 +1539,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1526,13 +1560,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1602,10 +1637,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1626,9 +1660,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1653,25 +1687,28 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1699,10 +1736,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1732,9 +1769,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1789,15 +1826,15 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1807,9 +1844,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -1968,9 +2005,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -1979,10 +2016,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2026,10 +2063,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2046,7 +2083,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/14-minituring/Manifest.toml b/tutorials/14-minituring/Manifest.toml
index 9868d2594..8fd03acf8 100644
--- a/tutorials/14-minituring/Manifest.toml
+++ b/tutorials/14-minituring/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "31266805170f7b1d6aa8609e6114be070df1b249"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -98,9 +102,9 @@ version = "1.1.1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -129,9 +133,9 @@ version = "0.1.0"
 
 [[deps.AxisAlgorithms]]
 deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"]
-git-tree-sha1 = "66771c8d21c8ff5e3a93379480a2307ac36863f7"
+git-tree-sha1 = "01b8ccb13d68535d73d2b0c23e39bd23155fb712"
 uuid = "13072b0f-2c55-5437-9ae7-d433b7a33950"
-version = "1.0.1"
+version = "1.1.0"
 
 [[deps.AxisArrays]]
 deps = ["Dates", "IntervalSets", "IterTools", "RangeArrays"]
@@ -169,9 +173,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -190,9 +194,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.Calculus]]
 deps = ["LinearAlgebra"]
@@ -202,15 +206,19 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -240,9 +248,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -338,15 +346,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -384,20 +393,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -411,9 +428,9 @@ version = "0.1.10"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -426,12 +443,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -496,10 +514,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -507,15 +525,21 @@ uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 
 [[deps.Interpolations]]
 deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "Requires", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"]
-git-tree-sha1 = "721ec2cf720536ad005cb38f50dbba7b02419a15"
+git-tree-sha1 = "88a101217d7cb38a7b481ccd50d21876e1d1b0e0"
 uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
-version = "0.14.7"
+version = "0.15.1"
+
+    [deps.Interpolations.extensions]
+    InterpolationsUnitfulExt = "Unitful"
+
+    [deps.Interpolations.weakdeps]
+    Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -538,9 +562,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -555,9 +579,9 @@ version = "1.5.0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -567,31 +591,37 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Lazy]]
 deps = ["MacroTools"]
@@ -612,12 +642,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -626,7 +656,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -649,11 +679,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -663,6 +694,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -694,33 +726,33 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -757,9 +789,9 @@ version = "2022.10.11"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -795,10 +827,13 @@ uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.OpenBLAS_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
@@ -823,15 +858,15 @@ uuid = "3bd65402-5787-11e9-1adc-39752487f4e2"
 version = "0.3.1"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Pkg]]
 deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]
@@ -851,10 +886,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -888,9 +923,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -928,10 +963,10 @@ uuid = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
 version = "1.3.4"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -970,9 +1005,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -997,18 +1032,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1016,9 +1056,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1048,9 +1088,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1058,9 +1098,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1079,13 +1119,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1149,10 +1190,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1167,9 +1207,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1188,9 +1228,9 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
@@ -1198,9 +1238,9 @@ weakdeps = ["PDMats"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1228,10 +1268,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1261,9 +1301,9 @@ version = "0.1.3"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "c1a7aa6219628fcd757dede0ca95e245c5cd9511"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "1.0.0"
 
 [[deps.Zlib_jll]]
 deps = ["Libdl"]
@@ -1272,9 +1312,9 @@ version = "1.2.13+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.libblastrampoline_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1284,7 +1324,7 @@ version = "5.8.0+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/15-gaussian-processes/Manifest.toml b/tutorials/15-gaussian-processes/Manifest.toml
index 4beb82d5d..900fb8bb5 100644
--- a/tutorials/15-gaussian-processes/Manifest.toml
+++ b/tutorials/15-gaussian-processes/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "6b58e2d02b44e64312fc865e24484ed638995104"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -27,16 +27,16 @@ uuid = "99985d1d-32ba-4be9-9821-2ec096f28918"
 version = "0.5.19"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -45,9 +45,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -55,9 +55,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -71,9 +71,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -82,10 +82,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -104,9 +108,9 @@ version = "1.1.1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -135,9 +139,9 @@ version = "0.1.0"
 
 [[deps.AxisAlgorithms]]
 deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"]
-git-tree-sha1 = "66771c8d21c8ff5e3a93379480a2307ac36863f7"
+git-tree-sha1 = "01b8ccb13d68535d73d2b0c23e39bd23155fb712"
 uuid = "13072b0f-2c55-5437-9ae7-d433b7a33950"
-version = "1.0.1"
+version = "1.1.0"
 
 [[deps.AxisArrays]]
 deps = ["Dates", "IntervalSets", "IterTools", "RangeArrays"]
@@ -175,9 +179,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -196,9 +200,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -207,9 +211,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.CSV]]
 deps = ["CodecZlib", "Dates", "FilePathsBase", "InlineStrings", "Mmap", "Parsers", "PooledArrays", "PrecompileTools", "SentinelArrays", "Tables", "Unicode", "WeakRefStrings", "WorkerUtilities"]
@@ -231,15 +235,19 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -253,9 +261,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -303,9 +311,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -327,9 +335,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -421,9 +429,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -435,15 +443,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -481,20 +490,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -531,16 +548,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -559,12 +576,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -630,10 +648,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -678,9 +696,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -712,10 +730,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -723,15 +741,19 @@ uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 
 [[deps.Interpolations]]
 deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "Requires", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"]
-git-tree-sha1 = "721ec2cf720536ad005cb38f50dbba7b02419a15"
+git-tree-sha1 = "88a101217d7cb38a7b481ccd50d21876e1d1b0e0"
 uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
-version = "0.14.7"
+version = "0.15.1"
+weakdeps = ["Unitful"]
+
+    [deps.Interpolations.extensions]
+    InterpolationsUnitfulExt = "Unitful"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -754,9 +776,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -765,9 +787,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -783,15 +805,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -801,15 +823,15 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.KernelFunctions]]
 deps = ["ChainRulesCore", "Compat", "CompositionsBase", "Distances", "FillArrays", "Functors", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "Random", "Requires", "SpecialFunctions", "Statistics", "StatsBase", "TensorCore", "Test", "ZygoteRules"]
-git-tree-sha1 = "d1e34d1ae87ac280a0cfca85ea3d610f25ea6a5f"
+git-tree-sha1 = "d9bcb5ec5205db043f01a35dee0da82eb3fd2afb"
 uuid = "ec8451be-7e33-11e9-00cf-bbf324bd1392"
-version = "0.10.57"
+version = "0.10.60"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -824,27 +846,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -853,9 +881,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -890,12 +918,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -904,7 +932,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -975,11 +1003,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -989,6 +1018,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -1020,33 +1050,33 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1058,10 +1088,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1094,9 +1124,9 @@ version = "2022.10.11"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1132,10 +1162,13 @@ uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1161,9 +1194,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1184,9 +1217,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1195,15 +1228,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1272,10 +1305,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1295,9 +1328,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1315,9 +1348,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1359,10 +1392,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1413,9 +1446,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1440,18 +1473,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1459,9 +1497,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1470,15 +1508,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1514,9 +1552,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1524,9 +1562,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1545,13 +1583,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1615,10 +1654,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1633,9 +1671,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1660,25 +1698,28 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1706,10 +1747,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1739,9 +1780,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1796,9 +1837,9 @@ version = "1.4.2"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "c1a7aa6219628fcd757dede0ca95e245c5cd9511"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "1.0.0"
 
 [[deps.WorkerUtilities]]
 git-tree-sha1 = "cd1659ba0d57b71a464a29e64dbc67cfe83d54e7"
@@ -1807,9 +1848,9 @@ version = "1.6.1"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1819,9 +1860,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -1980,9 +2021,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -1991,10 +2032,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2038,10 +2079,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2058,7 +2099,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/docs-00-getting-started/Manifest.toml b/tutorials/docs-00-getting-started/Manifest.toml
index f10c27030..32a99bfa7 100644
--- a/tutorials/docs-00-getting-started/Manifest.toml
+++ b/tutorials/docs-00-getting-started/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "102d486b18af7951cac72d56aec7c8e37b50a316"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -110,9 +114,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -181,9 +185,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -202,9 +206,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -213,9 +217,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -231,15 +235,19 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -253,15 +261,15 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "407f38961ac11a6e14b2df7095a2577f7cb7cb1b"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -309,9 +317,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -333,9 +341,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -415,9 +423,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -429,15 +437,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -475,20 +484,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -525,16 +542,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -547,12 +564,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -618,10 +636,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -666,9 +684,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -694,10 +712,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -711,9 +729,9 @@ version = "0.14.7"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -736,9 +754,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -747,9 +765,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -765,15 +783,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -783,9 +801,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -800,27 +818,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -829,9 +853,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -866,12 +890,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -880,7 +904,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -951,11 +975,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -965,6 +990,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -996,33 +1022,33 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1034,10 +1060,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1076,9 +1102,9 @@ version = "0.10.2"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1111,24 +1137,27 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "3ef8ff4f011295fd938a521cb605099cecf084ca"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.15"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1154,9 +1183,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1177,9 +1206,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1188,15 +1217,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1259,10 +1288,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1282,9 +1311,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1302,9 +1331,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1346,10 +1375,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1394,9 +1423,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1421,18 +1450,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1440,9 +1474,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1451,15 +1485,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1495,9 +1529,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1505,9 +1539,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1526,13 +1560,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1602,10 +1637,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1626,9 +1660,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1653,25 +1687,28 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1699,10 +1736,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1732,9 +1769,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1789,15 +1826,15 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1807,9 +1844,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -1968,9 +2005,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -1979,10 +2016,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2026,10 +2063,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2046,7 +2083,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/docs-01-contributing-guide/Manifest.toml b/tutorials/docs-01-contributing-guide/Manifest.toml
index f10c27030..32a99bfa7 100644
--- a/tutorials/docs-01-contributing-guide/Manifest.toml
+++ b/tutorials/docs-01-contributing-guide/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "102d486b18af7951cac72d56aec7c8e37b50a316"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -110,9 +114,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -181,9 +185,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -202,9 +206,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -213,9 +217,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -231,15 +235,19 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -253,15 +261,15 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "407f38961ac11a6e14b2df7095a2577f7cb7cb1b"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -309,9 +317,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -333,9 +341,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -415,9 +423,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -429,15 +437,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -475,20 +484,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -525,16 +542,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -547,12 +564,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -618,10 +636,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -666,9 +684,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -694,10 +712,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -711,9 +729,9 @@ version = "0.14.7"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -736,9 +754,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -747,9 +765,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -765,15 +783,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -783,9 +801,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -800,27 +818,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -829,9 +853,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -866,12 +890,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -880,7 +904,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -951,11 +975,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -965,6 +990,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -996,33 +1022,33 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1034,10 +1060,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1076,9 +1102,9 @@ version = "0.10.2"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1111,24 +1137,27 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "3ef8ff4f011295fd938a521cb605099cecf084ca"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.15"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1154,9 +1183,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1177,9 +1206,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1188,15 +1217,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1259,10 +1288,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1282,9 +1311,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1302,9 +1331,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1346,10 +1375,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1394,9 +1423,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1421,18 +1450,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1440,9 +1474,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1451,15 +1485,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1495,9 +1529,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1505,9 +1539,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1526,13 +1560,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1602,10 +1637,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1626,9 +1660,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1653,25 +1687,28 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1699,10 +1736,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1732,9 +1769,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1789,15 +1826,15 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1807,9 +1844,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -1968,9 +2005,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -1979,10 +2016,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2026,10 +2063,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2046,7 +2083,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/docs-02-contributing-style-guide/Manifest.toml b/tutorials/docs-02-contributing-style-guide/Manifest.toml
index f10c27030..32a99bfa7 100644
--- a/tutorials/docs-02-contributing-style-guide/Manifest.toml
+++ b/tutorials/docs-02-contributing-style-guide/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "102d486b18af7951cac72d56aec7c8e37b50a316"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -110,9 +114,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -181,9 +185,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -202,9 +206,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -213,9 +217,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -231,15 +235,19 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -253,15 +261,15 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "407f38961ac11a6e14b2df7095a2577f7cb7cb1b"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -309,9 +317,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -333,9 +341,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -415,9 +423,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -429,15 +437,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -475,20 +484,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -525,16 +542,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -547,12 +564,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -618,10 +636,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -666,9 +684,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -694,10 +712,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -711,9 +729,9 @@ version = "0.14.7"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -736,9 +754,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -747,9 +765,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -765,15 +783,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -783,9 +801,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -800,27 +818,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -829,9 +853,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -866,12 +890,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -880,7 +904,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -951,11 +975,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -965,6 +990,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -996,33 +1022,33 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1034,10 +1060,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1076,9 +1102,9 @@ version = "0.10.2"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1111,24 +1137,27 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "3ef8ff4f011295fd938a521cb605099cecf084ca"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.15"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1154,9 +1183,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1177,9 +1206,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1188,15 +1217,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1259,10 +1288,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1282,9 +1311,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1302,9 +1331,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1346,10 +1375,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1394,9 +1423,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1421,18 +1450,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1440,9 +1474,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1451,15 +1485,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1495,9 +1529,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1505,9 +1539,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1526,13 +1560,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1602,10 +1637,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1626,9 +1660,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1653,25 +1687,28 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1699,10 +1736,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1732,9 +1769,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1789,15 +1826,15 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1807,9 +1844,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -1968,9 +2005,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -1979,10 +2016,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2026,10 +2063,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2046,7 +2083,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/docs-03-using-turing-sampler-viz/Manifest.toml b/tutorials/docs-03-using-turing-sampler-viz/Manifest.toml
index 7ac49d08b..36218c7e8 100644
--- a/tutorials/docs-03-using-turing-sampler-viz/Manifest.toml
+++ b/tutorials/docs-03-using-turing-sampler-viz/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "5d3b8b9eb7683443ea8ae96e6fef297715042a31"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -110,9 +114,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -181,9 +185,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -202,9 +206,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -213,9 +217,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -231,15 +235,19 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -253,15 +261,15 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "407f38961ac11a6e14b2df7095a2577f7cb7cb1b"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -309,9 +317,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -333,9 +341,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -415,9 +423,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -429,15 +437,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -475,20 +484,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -525,16 +542,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -547,12 +564,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -618,10 +636,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -666,9 +684,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -694,10 +712,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -711,9 +729,9 @@ version = "0.14.7"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -736,9 +754,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -747,9 +765,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -765,15 +783,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -783,9 +801,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -800,27 +818,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -829,9 +853,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -866,12 +890,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -880,7 +904,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -951,11 +975,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -965,6 +990,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -996,33 +1022,33 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1034,10 +1060,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1076,9 +1102,9 @@ version = "0.10.2"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1111,24 +1137,27 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "3ef8ff4f011295fd938a521cb605099cecf084ca"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.15"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1154,9 +1183,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1177,9 +1206,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1188,15 +1217,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1259,10 +1288,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1282,9 +1311,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1302,9 +1331,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1346,10 +1375,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1394,9 +1423,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1421,18 +1450,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1440,9 +1474,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1451,15 +1485,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1495,9 +1529,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1505,9 +1539,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1526,13 +1560,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1602,10 +1637,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1626,9 +1660,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1653,25 +1687,28 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1699,10 +1736,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1732,9 +1769,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1789,15 +1826,15 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1807,9 +1844,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -1968,9 +2005,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -1979,10 +2016,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2026,10 +2063,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2046,7 +2083,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/docs-04-for-developers-abstractmcmc-turing/Manifest.toml b/tutorials/docs-04-for-developers-abstractmcmc-turing/Manifest.toml
index f10c27030..32a99bfa7 100644
--- a/tutorials/docs-04-for-developers-abstractmcmc-turing/Manifest.toml
+++ b/tutorials/docs-04-for-developers-abstractmcmc-turing/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "102d486b18af7951cac72d56aec7c8e37b50a316"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -110,9 +114,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -181,9 +185,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -202,9 +206,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -213,9 +217,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -231,15 +235,19 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -253,15 +261,15 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "407f38961ac11a6e14b2df7095a2577f7cb7cb1b"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -309,9 +317,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -333,9 +341,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -415,9 +423,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -429,15 +437,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -475,20 +484,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -525,16 +542,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -547,12 +564,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -618,10 +636,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -666,9 +684,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -694,10 +712,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -711,9 +729,9 @@ version = "0.14.7"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -736,9 +754,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -747,9 +765,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -765,15 +783,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -783,9 +801,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -800,27 +818,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -829,9 +853,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -866,12 +890,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -880,7 +904,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -951,11 +975,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -965,6 +990,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -996,33 +1022,33 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1034,10 +1060,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1076,9 +1102,9 @@ version = "0.10.2"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1111,24 +1137,27 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "3ef8ff4f011295fd938a521cb605099cecf084ca"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.15"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1154,9 +1183,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1177,9 +1206,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1188,15 +1217,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1259,10 +1288,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1282,9 +1311,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1302,9 +1331,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1346,10 +1375,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1394,9 +1423,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1421,18 +1450,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1440,9 +1474,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1451,15 +1485,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1495,9 +1529,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1505,9 +1539,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1526,13 +1560,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1602,10 +1637,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1626,9 +1660,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1653,25 +1687,28 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1699,10 +1736,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1732,9 +1769,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1789,15 +1826,15 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1807,9 +1844,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -1968,9 +2005,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -1979,10 +2016,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2026,10 +2063,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2046,7 +2083,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/docs-05-for-developers-compiler/Manifest.toml b/tutorials/docs-05-for-developers-compiler/Manifest.toml
index f10c27030..32a99bfa7 100644
--- a/tutorials/docs-05-for-developers-compiler/Manifest.toml
+++ b/tutorials/docs-05-for-developers-compiler/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "102d486b18af7951cac72d56aec7c8e37b50a316"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -110,9 +114,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -181,9 +185,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -202,9 +206,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -213,9 +217,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -231,15 +235,19 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -253,15 +261,15 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "407f38961ac11a6e14b2df7095a2577f7cb7cb1b"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -309,9 +317,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -333,9 +341,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -415,9 +423,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -429,15 +437,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -475,20 +484,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -525,16 +542,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -547,12 +564,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -618,10 +636,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -666,9 +684,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -694,10 +712,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -711,9 +729,9 @@ version = "0.14.7"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -736,9 +754,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -747,9 +765,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -765,15 +783,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -783,9 +801,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -800,27 +818,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -829,9 +853,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -866,12 +890,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -880,7 +904,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -951,11 +975,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -965,6 +990,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -996,33 +1022,33 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1034,10 +1060,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1076,9 +1102,9 @@ version = "0.10.2"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1111,24 +1137,27 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "3ef8ff4f011295fd938a521cb605099cecf084ca"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.15"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1154,9 +1183,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1177,9 +1206,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1188,15 +1217,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1259,10 +1288,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1282,9 +1311,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1302,9 +1331,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1346,10 +1375,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1394,9 +1423,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1421,18 +1450,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1440,9 +1474,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1451,15 +1485,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1495,9 +1529,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1505,9 +1539,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1526,13 +1560,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1602,10 +1637,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1626,9 +1660,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1653,25 +1687,28 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1699,10 +1736,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1732,9 +1769,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1789,15 +1826,15 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1807,9 +1844,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -1968,9 +2005,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -1979,10 +2016,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2026,10 +2063,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2046,7 +2083,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/docs-06-for-developers-interface/Manifest.toml b/tutorials/docs-06-for-developers-interface/Manifest.toml
index 0d130560a..3c49aa0f5 100644
--- a/tutorials/docs-06-for-developers-interface/Manifest.toml
+++ b/tutorials/docs-06-for-developers-interface/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "c2c40f5436f7cfb3d611046e88c24da658e5bf55"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -110,9 +114,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -181,9 +185,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -202,9 +206,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -213,9 +217,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -231,15 +235,19 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -253,15 +261,15 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "407f38961ac11a6e14b2df7095a2577f7cb7cb1b"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -309,9 +317,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -333,9 +341,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -415,9 +423,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -429,15 +437,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -475,20 +484,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -525,16 +542,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -547,12 +564,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -618,10 +636,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -666,9 +684,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -694,10 +712,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -711,9 +729,9 @@ version = "0.14.7"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -736,9 +754,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -747,9 +765,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -765,15 +783,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -783,9 +801,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -800,27 +818,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -829,9 +853,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -866,12 +890,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -880,7 +904,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -951,11 +975,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -965,6 +990,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -996,33 +1022,33 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1034,10 +1060,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1076,9 +1102,9 @@ version = "0.10.2"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1111,24 +1137,27 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "3ef8ff4f011295fd938a521cb605099cecf084ca"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.15"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1154,9 +1183,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1177,9 +1206,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1188,15 +1217,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1259,10 +1288,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1282,9 +1311,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1302,9 +1331,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1346,10 +1375,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1394,9 +1423,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1421,18 +1450,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1440,9 +1474,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1451,15 +1485,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1495,9 +1529,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1505,9 +1539,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1526,13 +1560,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1602,10 +1637,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1626,9 +1660,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1653,25 +1687,28 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1699,10 +1736,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1732,9 +1769,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1789,15 +1826,15 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1807,9 +1844,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -1968,9 +2005,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -1979,10 +2016,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2026,10 +2063,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2046,7 +2083,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/docs-07-for-developers-variational-inference/Manifest.toml b/tutorials/docs-07-for-developers-variational-inference/Manifest.toml
index f10c27030..32a99bfa7 100644
--- a/tutorials/docs-07-for-developers-variational-inference/Manifest.toml
+++ b/tutorials/docs-07-for-developers-variational-inference/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "102d486b18af7951cac72d56aec7c8e37b50a316"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -110,9 +114,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -181,9 +185,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -202,9 +206,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -213,9 +217,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -231,15 +235,19 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -253,15 +261,15 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "407f38961ac11a6e14b2df7095a2577f7cb7cb1b"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -309,9 +317,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -333,9 +341,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -415,9 +423,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -429,15 +437,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -475,20 +484,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -525,16 +542,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -547,12 +564,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -618,10 +636,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -666,9 +684,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -694,10 +712,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -711,9 +729,9 @@ version = "0.14.7"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -736,9 +754,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -747,9 +765,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -765,15 +783,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -783,9 +801,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -800,27 +818,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -829,9 +853,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -866,12 +890,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -880,7 +904,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -951,11 +975,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -965,6 +990,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -996,33 +1022,33 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1034,10 +1060,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1076,9 +1102,9 @@ version = "0.10.2"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1111,24 +1137,27 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "3ef8ff4f011295fd938a521cb605099cecf084ca"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.15"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1154,9 +1183,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1177,9 +1206,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1188,15 +1217,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1259,10 +1288,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1282,9 +1311,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1302,9 +1331,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1346,10 +1375,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1394,9 +1423,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1421,18 +1450,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1440,9 +1474,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1451,15 +1485,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1495,9 +1529,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1505,9 +1539,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1526,13 +1560,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1602,10 +1637,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1626,9 +1660,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1653,25 +1687,28 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1699,10 +1736,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1732,9 +1769,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1789,15 +1826,15 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1807,9 +1844,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -1968,9 +2005,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -1979,10 +2016,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2026,10 +2063,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2046,7 +2083,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/docs-08-using-turing/Manifest.toml b/tutorials/docs-08-using-turing/Manifest.toml
index f10c27030..32a99bfa7 100644
--- a/tutorials/docs-08-using-turing/Manifest.toml
+++ b/tutorials/docs-08-using-turing/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "102d486b18af7951cac72d56aec7c8e37b50a316"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -110,9 +114,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -181,9 +185,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -202,9 +206,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -213,9 +217,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -231,15 +235,19 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -253,15 +261,15 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "407f38961ac11a6e14b2df7095a2577f7cb7cb1b"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -309,9 +317,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -333,9 +341,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -415,9 +423,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -429,15 +437,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -475,20 +484,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -525,16 +542,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -547,12 +564,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -618,10 +636,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -666,9 +684,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -694,10 +712,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -711,9 +729,9 @@ version = "0.14.7"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -736,9 +754,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -747,9 +765,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -765,15 +783,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -783,9 +801,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -800,27 +818,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -829,9 +853,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -866,12 +890,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -880,7 +904,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -951,11 +975,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -965,6 +990,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -996,33 +1022,33 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1034,10 +1060,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1076,9 +1102,9 @@ version = "0.10.2"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1111,24 +1137,27 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "3ef8ff4f011295fd938a521cb605099cecf084ca"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.15"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1154,9 +1183,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1177,9 +1206,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1188,15 +1217,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1259,10 +1288,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1282,9 +1311,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1302,9 +1331,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1346,10 +1375,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1394,9 +1423,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1421,18 +1450,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1440,9 +1474,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1451,15 +1485,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1495,9 +1529,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1505,9 +1539,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1526,13 +1560,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1602,10 +1637,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1626,9 +1660,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1653,25 +1687,28 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1699,10 +1736,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1732,9 +1769,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1789,15 +1826,15 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1807,9 +1844,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -1968,9 +2005,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -1979,10 +2016,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2026,10 +2063,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2046,7 +2083,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/docs-09-using-turing-advanced/Manifest.toml b/tutorials/docs-09-using-turing-advanced/Manifest.toml
index ec051a138..3e5c8a517 100644
--- a/tutorials/docs-09-using-turing-advanced/Manifest.toml
+++ b/tutorials/docs-09-using-turing-advanced/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "4c0c886318004c9a56b597cb6e8faf8fe1ac07ac"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -110,9 +114,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -181,9 +185,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -202,9 +206,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -213,9 +217,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -231,15 +235,19 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -253,15 +261,15 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "407f38961ac11a6e14b2df7095a2577f7cb7cb1b"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -309,9 +317,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -333,9 +341,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -415,9 +423,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -429,15 +437,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -475,20 +484,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -525,16 +542,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -547,12 +564,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -618,10 +636,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -666,9 +684,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -694,10 +712,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -711,9 +729,9 @@ version = "0.14.7"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -736,9 +754,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -747,9 +765,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -765,15 +783,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -783,9 +801,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -800,27 +818,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -829,9 +853,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -866,12 +890,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -880,7 +904,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -951,11 +975,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -965,6 +990,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -996,33 +1022,33 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1034,10 +1060,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1076,9 +1102,9 @@ version = "0.10.2"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1111,24 +1137,27 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "3ef8ff4f011295fd938a521cb605099cecf084ca"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.15"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1154,9 +1183,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1177,9 +1206,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1188,15 +1217,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1259,10 +1288,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1282,9 +1311,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1302,9 +1331,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1346,10 +1375,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1394,9 +1423,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1421,18 +1450,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1440,9 +1474,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1451,15 +1485,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1495,9 +1529,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1505,9 +1539,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1526,13 +1560,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1602,10 +1637,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1626,9 +1660,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1653,25 +1687,28 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1699,10 +1736,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1732,9 +1769,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1789,15 +1826,15 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1807,9 +1844,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -1968,9 +2005,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -1979,10 +2016,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2026,10 +2063,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2046,7 +2083,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/docs-11-using-turing-dynamichmc/Manifest.toml b/tutorials/docs-11-using-turing-dynamichmc/Manifest.toml
index 25fbf5198..c3cde5928 100644
--- a/tutorials/docs-11-using-turing-dynamichmc/Manifest.toml
+++ b/tutorials/docs-11-using-turing-dynamichmc/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "f6bac772a1c0780a37a1f9e868095eea94af1f8e"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -110,9 +114,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -181,9 +185,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -202,9 +206,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -213,9 +217,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -231,15 +235,19 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -253,15 +261,15 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "407f38961ac11a6e14b2df7095a2577f7cb7cb1b"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -309,9 +317,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -333,9 +341,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -415,9 +423,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -429,15 +437,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -476,25 +485,33 @@ version = "0.6.8"
 
 [[deps.DynamicHMC]]
 deps = ["ArgCheck", "DocStringExtensions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "LogExpFunctions", "ProgressMeter", "Random", "SimpleUnPack", "Statistics", "TensorCast"]
-git-tree-sha1 = "055d04934849867c54ffa346d69dabbed470a419"
+git-tree-sha1 = "9285af003a31272b4105c8e80d90b99eaf4b8c05"
 uuid = "bbc10e6e-7c05-544b-b16e-64fede858acb"
-version = "3.4.6"
+version = "3.4.7"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -531,16 +548,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -553,12 +570,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -624,10 +642,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -672,9 +690,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -700,10 +718,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -717,9 +735,9 @@ version = "0.14.7"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -742,9 +760,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -753,9 +771,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -771,15 +789,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -789,9 +807,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -806,27 +824,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -835,9 +859,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -878,12 +902,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -892,7 +916,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -963,11 +987,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -977,6 +1002,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -1008,33 +1034,33 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1046,10 +1072,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1088,9 +1114,9 @@ version = "0.10.2"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1123,24 +1149,27 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "3ef8ff4f011295fd938a521cb605099cecf084ca"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.15"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1166,9 +1195,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1189,9 +1218,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1200,15 +1229,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1271,10 +1300,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1294,9 +1323,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1314,9 +1343,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1358,10 +1387,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1406,9 +1435,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1433,18 +1462,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1452,9 +1486,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1463,15 +1497,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1507,9 +1541,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1517,9 +1551,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1538,13 +1572,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1620,10 +1655,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1644,9 +1678,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1677,25 +1711,28 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1734,10 +1771,10 @@ uuid = "9d95972d-f1c8-5527-a6e0-b4b365fa01f6"
 version = "1.4.3"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1767,9 +1804,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1824,15 +1861,15 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1842,9 +1879,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -2003,9 +2040,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -2014,10 +2051,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2061,10 +2098,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2081,7 +2118,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/docs-12-using-turing-guide/Manifest.toml b/tutorials/docs-12-using-turing-guide/Manifest.toml
index c71163593..558a3e7a3 100644
--- a/tutorials/docs-12-using-turing-guide/Manifest.toml
+++ b/tutorials/docs-12-using-turing-guide/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "b7d5f57d9eda90053bb4603ac4234cf8d9b7d1b7"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -110,9 +114,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -181,9 +185,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -202,9 +206,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -213,9 +217,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -231,15 +235,19 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -253,15 +261,15 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "407f38961ac11a6e14b2df7095a2577f7cb7cb1b"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -309,9 +317,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -333,9 +341,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -415,9 +423,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -429,15 +437,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -475,20 +484,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -525,16 +542,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -547,12 +564,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -634,10 +652,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -682,9 +700,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -710,10 +728,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -727,9 +745,9 @@ version = "0.14.7"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -752,9 +770,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -763,9 +781,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -781,15 +799,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -799,9 +817,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -816,27 +834,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -845,9 +869,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -882,12 +906,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -896,7 +920,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -973,11 +997,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -987,6 +1012,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -1018,33 +1044,33 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1056,10 +1082,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1104,9 +1130,9 @@ version = "7.8.3"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1139,24 +1165,27 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "3ef8ff4f011295fd938a521cb605099cecf084ca"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.15"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1182,9 +1211,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1211,9 +1240,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1222,9 +1251,9 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parameters]]
 deps = ["OrderedCollections", "UnPack"]
@@ -1234,9 +1263,9 @@ version = "0.12.3"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1305,10 +1334,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1328,9 +1357,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1348,9 +1377,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1392,10 +1421,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1440,9 +1469,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1467,18 +1496,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1486,9 +1520,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1497,15 +1531,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1541,9 +1575,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1551,9 +1585,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1572,13 +1606,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1648,10 +1683,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1672,9 +1706,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1699,25 +1733,28 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1745,10 +1782,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1783,9 +1820,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1840,15 +1877,15 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1858,9 +1895,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -2019,9 +2056,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -2030,10 +2067,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2077,10 +2114,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2097,7 +2134,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/docs-13-using-turing-performance-tips/Manifest.toml b/tutorials/docs-13-using-turing-performance-tips/Manifest.toml
index fcde28eba..e5fbff290 100644
--- a/tutorials/docs-13-using-turing-performance-tips/Manifest.toml
+++ b/tutorials/docs-13-using-turing-performance-tips/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "f00de2f83fe88b91151dd081220b759ce23173e6"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -98,9 +102,9 @@ version = "1.1.1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -129,9 +133,9 @@ version = "0.1.0"
 
 [[deps.AxisAlgorithms]]
 deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"]
-git-tree-sha1 = "66771c8d21c8ff5e3a93379480a2307ac36863f7"
+git-tree-sha1 = "01b8ccb13d68535d73d2b0c23e39bd23155fb712"
 uuid = "13072b0f-2c55-5437-9ae7-d433b7a33950"
-version = "1.0.1"
+version = "1.1.0"
 
 [[deps.AxisArrays]]
 deps = ["Dates", "IntervalSets", "IterTools", "RangeArrays"]
@@ -169,9 +173,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -190,9 +194,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.Calculus]]
 deps = ["LinearAlgebra"]
@@ -202,15 +206,19 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -240,9 +248,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -338,15 +346,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -384,20 +393,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -411,9 +428,9 @@ version = "0.1.10"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -426,12 +443,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -496,10 +514,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -507,15 +525,21 @@ uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 
 [[deps.Interpolations]]
 deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "Requires", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"]
-git-tree-sha1 = "721ec2cf720536ad005cb38f50dbba7b02419a15"
+git-tree-sha1 = "88a101217d7cb38a7b481ccd50d21876e1d1b0e0"
 uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
-version = "0.14.7"
+version = "0.15.1"
+
+    [deps.Interpolations.extensions]
+    InterpolationsUnitfulExt = "Unitful"
+
+    [deps.Interpolations.weakdeps]
+    Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -538,9 +562,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -555,9 +579,9 @@ version = "1.5.0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -567,31 +591,37 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Lazy]]
 deps = ["MacroTools"]
@@ -612,12 +642,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -626,7 +656,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -649,11 +679,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -663,6 +694,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -694,33 +726,33 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -763,9 +795,9 @@ version = "2022.10.11"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -801,10 +833,13 @@ uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.OpenBLAS_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
@@ -829,15 +864,15 @@ uuid = "3bd65402-5787-11e9-1adc-39752487f4e2"
 version = "0.3.1"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Pkg]]
 deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]
@@ -857,10 +892,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -894,9 +929,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -934,10 +969,10 @@ uuid = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
 version = "1.3.4"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -976,9 +1011,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1003,18 +1038,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1022,9 +1062,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1054,9 +1094,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1064,9 +1104,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1085,13 +1125,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1155,10 +1196,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1173,9 +1213,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1194,9 +1234,9 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
@@ -1204,9 +1244,9 @@ weakdeps = ["PDMats"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1234,10 +1274,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1267,9 +1307,9 @@ version = "0.1.3"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "c1a7aa6219628fcd757dede0ca95e245c5cd9511"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "1.0.0"
 
 [[deps.Zlib_jll]]
 deps = ["Libdl"]
@@ -1278,9 +1318,9 @@ version = "1.2.13+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.libblastrampoline_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1290,7 +1330,7 @@ version = "5.8.0+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/docs-14-using-turing-quick-start/Manifest.toml b/tutorials/docs-14-using-turing-quick-start/Manifest.toml
index f10c27030..32a99bfa7 100644
--- a/tutorials/docs-14-using-turing-quick-start/Manifest.toml
+++ b/tutorials/docs-14-using-turing-quick-start/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "102d486b18af7951cac72d56aec7c8e37b50a316"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -110,9 +114,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -181,9 +185,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -202,9 +206,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -213,9 +217,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -231,15 +235,19 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -253,15 +261,15 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "407f38961ac11a6e14b2df7095a2577f7cb7cb1b"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -309,9 +317,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -333,9 +341,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -415,9 +423,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -429,15 +437,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -475,20 +484,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -525,16 +542,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -547,12 +564,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -618,10 +636,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -666,9 +684,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -694,10 +712,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -711,9 +729,9 @@ version = "0.14.7"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -736,9 +754,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -747,9 +765,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -765,15 +783,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -783,9 +801,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -800,27 +818,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -829,9 +853,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -866,12 +890,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -880,7 +904,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -951,11 +975,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -965,6 +990,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -996,33 +1022,33 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1034,10 +1060,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1076,9 +1102,9 @@ version = "0.10.2"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1111,24 +1137,27 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "3ef8ff4f011295fd938a521cb605099cecf084ca"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.15"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1154,9 +1183,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1177,9 +1206,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1188,15 +1217,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1259,10 +1288,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1282,9 +1311,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1302,9 +1331,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1346,10 +1375,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1394,9 +1423,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1421,18 +1450,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1440,9 +1474,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1451,15 +1485,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1495,9 +1529,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1505,9 +1539,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1526,13 +1560,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1602,10 +1637,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1626,9 +1660,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1653,25 +1687,28 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1699,10 +1736,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1732,9 +1769,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1789,15 +1826,15 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1807,9 +1844,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -1968,9 +2005,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -1979,10 +2016,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2026,10 +2063,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2046,7 +2083,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/docs-15-using-turing-sampler-viz/Manifest.toml b/tutorials/docs-15-using-turing-sampler-viz/Manifest.toml
index 0151bbac4..d7fda1829 100644
--- a/tutorials/docs-15-using-turing-sampler-viz/Manifest.toml
+++ b/tutorials/docs-15-using-turing-sampler-viz/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "d42320247f27a85a88c7c5de8259eefe9da423db"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "5d2e21d7b0d8c22f67483ef95ebdc39c0e6b6003"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.2.4"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -21,16 +21,16 @@ weakdeps = ["ChainRulesCore", "Test"]
     AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractMCMC]]
-deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
-git-tree-sha1 = "87e63dcb990029346b091b170252f3c416568afc"
+deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"]
+git-tree-sha1 = "63ae0647e8db221d63256820d1e346216c65ac66"
 uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
-version = "4.4.2"
+version = "5.0.0"
 
 [[deps.AbstractPPL]]
 deps = ["AbstractMCMC", "DensityInterface", "Random", "Setfield", "SparseArrays"]
-git-tree-sha1 = "caa9b62583577b0d6b222f11f54aa29fabbdb5ca"
+git-tree-sha1 = "917ad8da4becae82028aba80b7e25197f0c76dd1"
 uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf"
-version = "0.6.2"
+version = "0.7.0"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
@@ -39,9 +39,9 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -49,9 +49,9 @@ weakdeps = ["StaticArrays"]
 
 [[deps.AdvancedHMC]]
 deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "acbe805c3078ba0057bb56985248bd66bce016b1"
+git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2"
 uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
-version = "0.5.5"
+version = "0.6.1"
 
     [deps.AdvancedHMC.extensions]
     AdvancedHMCCUDAExt = "CUDA"
@@ -65,9 +65,9 @@ version = "0.5.5"
 
 [[deps.AdvancedMH]]
 deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"]
-git-tree-sha1 = "b2a1602952739e589cf5e2daff1274a49f22c9a4"
+git-tree-sha1 = "1cc336be36fef7df68473a7d0d60ebba25958b9e"
 uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
-version = "0.7.5"
+version = "0.8.0"
 weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
 
     [deps.AdvancedMH.extensions]
@@ -76,10 +76,14 @@ weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"]
     AdvancedMHStructArraysExt = "StructArrays"
 
 [[deps.AdvancedPS]]
-deps = ["AbstractMCMC", "Distributions", "Libtask", "Random", "Random123", "StatsFuns"]
-git-tree-sha1 = "4d73400b3583147b1b639794696c78202a226584"
+deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "StatsFuns"]
+git-tree-sha1 = "672f7ce648e06f93fceefde463c5855d77b6915a"
 uuid = "576499cb-2369-40b2-a588-c64705576edc"
-version = "0.4.3"
+version = "0.5.4"
+weakdeps = ["Libtask"]
+
+    [deps.AdvancedPS.extensions]
+    AdvancedPSLibtaskExt = "Libtask"
 
 [[deps.AdvancedVI]]
 deps = ["Bijectors", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"]
@@ -110,9 +114,9 @@ version = "3.5.1+1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -181,9 +185,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -202,9 +206,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.BitFlags]]
-git-tree-sha1 = "43b1a4a8f797c1cddadf60499a8a077d4af2cd2d"
+git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b"
 uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
-version = "0.1.7"
+version = "0.1.8"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -213,9 +217,9 @@ uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+0"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
@@ -231,15 +235,19 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "b66b8f8e3db5d7835fb8cbe2589ffd1cd456e491"
+deps = ["Compat", "LinearAlgebra"]
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.17.0"
+version = "1.19.0"
+weakdeps = ["SparseArrays"]
+
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.ChangesOfVariables]]
 deps = ["LinearAlgebra", "Test"]
@@ -253,15 +261,15 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "05f9816a77231b07e634ab8715ba50e5249d6f76"
+git-tree-sha1 = "407f38961ac11a6e14b2df7095a2577f7cb7cb1b"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.15.5"
+version = "0.15.6"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "02aa26a4cf76381be7f66e020a3eddeb27b0a092"
+git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
@@ -309,9 +317,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -333,9 +341,9 @@ weakdeps = ["InverseFunctions"]
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "5372dbbf8f0bdb8c700db5367132925c0771ef7e"
+git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.2.1"
+version = "2.3.0"
 
 [[deps.ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -415,9 +423,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "5225c965635d8c21168e32a12954675e7bea1151"
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.10"
+version = "0.10.11"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -429,15 +437,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -475,20 +484,28 @@ uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74"
 version = "0.6.8"
 
 [[deps.DynamicPPL]]
-deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test"]
+git-tree-sha1 = "26c17df3ef86eec24851f00bfec25c734d6f0ad9"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
-weakdeps = ["MCMCChains"]
+version = "0.24.4"
 
     [deps.DynamicPPL.extensions]
+    DynamicPPLChainRulesCoreExt = ["ChainRulesCore"]
+    DynamicPPLEnzymeCoreExt = ["EnzymeCore"]
     DynamicPPLMCMCChainsExt = ["MCMCChains"]
+    DynamicPPLZygoteRulesExt = ["ZygoteRules"]
+
+    [deps.DynamicPPL.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444"
 
 [[deps.EllipticalSliceSampling]]
 deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
-git-tree-sha1 = "973b4927d112559dc737f55d6bf06503a5b3fc14"
+git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542"
 uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
-version = "1.1.0"
+version = "2.0.0"
 
 [[deps.EnumX]]
 git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
@@ -525,16 +542,16 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.1"
 
 [[deps.FFMPEG_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Pkg", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "74faea50c1d007c85837327f6775bea60b5492dd"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.2+2"
+version = "4.4.4+1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -547,12 +564,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "a20eaa3ad64254c61eeb5f230d9306e937405434"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.6.1"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -618,10 +636,10 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -666,9 +684,9 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"
+git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.0"
+version = "1.10.1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -694,10 +712,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -711,9 +729,9 @@ version = "0.14.7"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -736,9 +754,9 @@ uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
 version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -747,9 +765,9 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "f377670cda23b6b7c1c0b3893e37451c5c1a2185"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.5"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
@@ -765,15 +783,15 @@ version = "0.21.4"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6f2675ef130a300a112286de91973805fcc5ffbc"
+git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "2.1.91+0"
+version = "3.0.1+0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -783,9 +801,9 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -800,27 +818,33 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -829,9 +853,9 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.1+0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
@@ -866,12 +890,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -880,7 +904,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -951,11 +975,12 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "a0512ad65f849536b5a52e59b05c59c25cdad943"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.5.0"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
+    LogDensityProblemsADADTypesExt = "ADTypes"
     LogDensityProblemsADEnzymeExt = "Enzyme"
     LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences"
     LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"]
@@ -965,6 +990,7 @@ version = "1.5.0"
     LogDensityProblemsADZygoteExt = "Zygote"
 
     [deps.LogDensityProblemsAD.weakdeps]
+    ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
     BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
     FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
@@ -996,33 +1022,33 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "03ae109be87f460fe3c96b8a0dbbf9c7bf840bd5"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.2"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -1034,10 +1060,10 @@ deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[deps.MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
-git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"
+deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.7"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1076,9 +1102,9 @@ version = "0.10.2"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -1111,24 +1137,27 @@ version = "1.0.0"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "2c3726ceb3388917602169bed973dbc97f1b51a8"
+git-tree-sha1 = "3ef8ff4f011295fd938a521cb605099cecf084ca"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.13"
+version = "0.4.15"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Observables]]
-git-tree-sha1 = "6862738f9796b3edc1c09d0890afce4eca9e7e93"
+git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.5.4"
+version = "0.5.5"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1154,9 +1183,9 @@ version = "1.4.1"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a12e56c72edee3ce6b96667745e6cbbe5498f200"
+git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.23+0"
+version = "3.0.12+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1177,9 +1206,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1188,15 +1217,15 @@ version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "3d8af7d689bd228a3a6c2298a4e6d5f5944accb8"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.26"
+version = "0.11.31"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -1259,10 +1288,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "ee094908d720185ddbdc58dbe0c1cbe35453ec7a"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.7"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1282,9 +1311,9 @@ version = "1.9.0"
 
 [[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"]
-git-tree-sha1 = "7c29f0e8c575428bd84dc3c72ece5178caa67336"
+git-tree-sha1 = "37b7bb7aabf9a085e0044307e1717436117f2b3b"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.5.2+2"
+version = "6.5.3+1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -1302,9 +1331,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1346,10 +1375,10 @@ uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
 version = "0.6.12"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "fa453b42ba1623bd2e70260bf44dac850a3430a7"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.39.0"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1394,9 +1423,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1421,18 +1450,23 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "317f77cb31f7a0275cdd045aa7b3526ebc15c817"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "2.4.0"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
     SciMLBasePyCallExt = "PyCall"
     SciMLBasePythonCallExt = "PythonCall"
     SciMLBaseRCallExt = "RCall"
     SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
     PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
     PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
     RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
@@ -1440,9 +1474,9 @@ version = "2.4.0"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1451,15 +1485,15 @@ version = "3.0.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "30449ee12237627992a99d5e30ae63e4d78cd24a"
+git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.0"
+version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1495,9 +1529,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "c60ec5c62180f27efea3ba2908480f8055e17cee"
+git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
@@ -1505,9 +1539,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1526,13 +1560,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1602,10 +1637,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1626,9 +1660,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1653,25 +1687,28 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
     TrackerPDMatsExt = "PDMats"
 
 [[deps.TranscodingStreams]]
-deps = ["Random", "Test"]
-git-tree-sha1 = "9a6ae7ed916312b41236fcef7e0af564ef934769"
+git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.9.13"
+version = "0.10.2"
+weakdeps = ["Random", "Test"]
+
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1699,10 +1736,10 @@ uuid = "781d530d-4396-4725-bb49-402e4bee1e77"
 version = "1.4.0"
 
 [[deps.Turing]]
-deps = ["AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "609cd8adb3c40a27d770e4b971c73ccb8df56499"
+deps = ["ADTypes", "AbstractMCMC", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "Setfield", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "4737b7df27d6b65bb7c5169f3de662d9245786fe"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.29.2"
+version = "0.30.0"
 
     [deps.Turing.extensions]
     TuringDynamicHMCExt = "DynamicHMC"
@@ -1732,9 +1769,9 @@ version = "0.4.1"
 
 [[deps.Unitful]]
 deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "a72d22c7e13fe2de562feda8645aa134712a87ee"
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.17.0"
+version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
     [deps.Unitful.extensions]
@@ -1789,15 +1826,15 @@ version = "0.6.6"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "0.5.6"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "24b81b59bd35b3c42ab84fa589086e19be919916"
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.11.5+0"
+version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1807,9 +1844,9 @@ version = "1.1.34+0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cf2c7de82431ca6f39250d2fc4aacd0daa1675c0"
+git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.4+0"
+version = "5.4.5+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Libdl", "Pkg"]
@@ -1968,9 +2005,9 @@ version = "1.5.5+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -1979,10 +2016,10 @@ uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
 version = "3.2.9+0"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.29.0+0"
+version = "0.43.0+0"
 
 [[deps.gperf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -2026,10 +2063,10 @@ uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
 version = "1.18.0+0"
 
 [[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.38+0"
+version = "1.6.40+0"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -2046,7 +2083,7 @@ version = "1.1.6+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
diff --git a/tutorials/docs-16-using-turing-external-samplers/Manifest.toml b/tutorials/docs-16-using-turing-external-samplers/Manifest.toml
index 6a0fc46ca..f2c746e6b 100644
--- a/tutorials/docs-16-using-turing-external-samplers/Manifest.toml
+++ b/tutorials/docs-16-using-turing-external-samplers/Manifest.toml
@@ -1,13 +1,13 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.9.3"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "6559f27b923d65d4f9f21538db968bd03760e383"
 
 [[deps.ADTypes]]
-git-tree-sha1 = "f5c25e8a5b29b5e941b7408bc8cc79fea4d9ef9a"
+git-tree-sha1 = "332e5d7baeff8497b923b730b994fa480601efc7"
 uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
-version = "0.1.6"
+version = "0.2.5"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -58,9 +58,9 @@ version = "0.1.33"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.2"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
@@ -117,9 +117,9 @@ version = "1.1.1"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "bbec08a37f8722786d87bedf84eae19c020c4efa"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.7.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
@@ -148,9 +148,9 @@ version = "0.1.0"
 
 [[deps.AxisAlgorithms]]
 deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"]
-git-tree-sha1 = "66771c8d21c8ff5e3a93379480a2307ac36863f7"
+git-tree-sha1 = "01b8ccb13d68535d73d2b0c23e39bd23155fb712"
 uuid = "13072b0f-2c55-5437-9ae7-d433b7a33950"
-version = "1.0.1"
+version = "1.1.0"
 
 [[deps.AxisArrays]]
 deps = ["Dates", "IntervalSets", "IterTools", "RangeArrays"]
@@ -188,9 +188,9 @@ version = "0.1.1"
 
 [[deps.Bijectors]]
 deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"]
-git-tree-sha1 = "8eacff457e5b8c13a97848484ad650dabbffa0fc"
+git-tree-sha1 = "199dc2c4151db557549a0ad8888ce1a60337ff42"
 uuid = "76274a88-744f-5084-9051-94815aaf08c4"
-version = "0.13.7"
+version = "0.13.8"
 
     [deps.Bijectors.extensions]
     BijectorsDistributionsADExt = "DistributionsAD"
@@ -209,9 +209,9 @@ version = "0.13.7"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.CEnum]]
-git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90"
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
-version = "0.4.2"
+version = "0.5.0"
 
 [[deps.Calculus]]
 deps = ["LinearAlgebra"]
@@ -221,15 +221,15 @@ version = "0.5.1"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "01b0594d8907485ed894bc59adfc0a24a9cde7a3"
+git-tree-sha1 = "0aa0a3dd7b9bacbbadf1932ccbdfa938985c5561"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.55.0"
+version = "1.58.1"
 
 [[deps.ChainRulesCore]]
 deps = ["Compat", "LinearAlgebra"]
-git-tree-sha1 = "e0af648f0692ec1691b5d094b8724ba1346281cf"
+git-tree-sha1 = "2118cb2765f8197b08e5958cdd17c165427425ee"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.18.0"
+version = "1.19.0"
 weakdeps = ["SparseArrays"]
 
     [deps.ChainRulesCore.extensions]
@@ -263,9 +263,9 @@ version = "0.3.0"
 
 [[deps.Compat]]
 deps = ["UUIDs"]
-git-tree-sha1 = "8a62af3e248a8c4bad6b32cbbe663ae02275e32c"
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.0"
+version = "4.10.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -367,15 +367,16 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "3d5873f811f582873bb9871fc9c451784d5dc8c7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.102"
-weakdeps = ["ChainRulesCore", "DensityInterface"]
+version = "0.25.104"
+weakdeps = ["ChainRulesCore", "DensityInterface", "Test"]
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
     DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
 
 [[deps.DistributionsAD]]
 deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"]
@@ -414,9 +415,9 @@ version = "0.6.8"
 
 [[deps.DynamicPPL]]
 deps = ["AbstractMCMC", "AbstractPPL", "BangBang", "Bijectors", "ChainRulesCore", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "MacroTools", "OrderedCollections", "Random", "Requires", "Setfield", "Test", "ZygoteRules"]
-git-tree-sha1 = "93e9f403d27137db580cd381943d3a8832beb70f"
+git-tree-sha1 = "50a718301941d4ec4f391aa845ee434fce2dbe2e"
 uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
-version = "0.23.19"
+version = "0.23.21"
 weakdeps = ["MCMCChains"]
 
     [deps.DynamicPPL.extensions]
@@ -445,9 +446,9 @@ version = "0.1.1"
 
 [[deps.FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "b4fbdd20c889804969571cc589900803edda16b7"
+git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.1"
+version = "1.7.2"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -460,12 +461,13 @@ uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra", "Random"]
-git-tree-sha1 = "35f0c0f345bff2c6d636f95fdb136323b5a796ef"
+git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.7.0"
-weakdeps = ["SparseArrays", "Statistics"]
+version = "1.9.3"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
     FillArraysSparseArraysExt = "SparseArrays"
     FillArraysStatisticsExt = "Statistics"
 
@@ -558,10 +560,10 @@ uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
 version = "0.3.0"
 
 [[deps.IntelOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ad37c091f7d7daf900963171600d7c1c5c3ede32"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2023.2.0+0"
+version = "2024.0.2+0"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -569,15 +571,21 @@ uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 
 [[deps.Interpolations]]
 deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "Requires", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"]
-git-tree-sha1 = "721ec2cf720536ad005cb38f50dbba7b02419a15"
+git-tree-sha1 = "88a101217d7cb38a7b481ccd50d21876e1d1b0e0"
 uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
-version = "0.14.7"
+version = "0.15.1"
+
+    [deps.Interpolations.extensions]
+    InterpolationsUnitfulExt = "Unitful"
+
+    [deps.Interpolations.weakdeps]
+    Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"
 
 [[deps.IntervalSets]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
 weakdeps = ["Statistics"]
 
     [deps.IntervalSets.extensions]
@@ -595,14 +603,14 @@ uuid = "41ab1584-1d38-5bbf-9106-f11c6c58b48f"
 version = "1.3.0"
 
 [[deps.IrrationalConstants]]
-git-tree-sha1 = "7fd44fd4ff43fc60815f8e764c0f352b83c49151"
+git-tree-sha1 = "630b497eafcc20001bba38a4651b327dcfc491d2"
 uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
-version = "0.1.1"
+version = "0.2.2"
 
 [[deps.IterTools]]
-git-tree-sha1 = "4ced6667f9974fc5c5943fa5e2ef1ca43ea9e450"
+git-tree-sha1 = "274c38bd733f9d29036d0a73658fff1dc1d3a065"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -617,9 +625,9 @@ version = "1.5.0"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
-git-tree-sha1 = "5f1ecfddb6abde48563d08b2cc7e5116ebcd6c27"
+git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.10"
+version = "0.9.15"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -629,31 +637,37 @@ version = "0.9.10"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.8"
 
 [[deps.LLVM]]
-deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "4ea2928a96acfcf8589e6cd1429eff2a3a82c366"
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
+git-tree-sha1 = "0678579657515e88b6632a3a482d39adcbb80445"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "6.3.0"
+version = "6.4.1"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "e7c01b69bcbcb93fd4cbc3d0fea7d229541e18d2"
+git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.26+0"
+version = "0.0.27+1"
 
 [[deps.LRUCache]]
-git-tree-sha1 = "d36130483e3b6e4cd88d81633b596563264f15db"
+git-tree-sha1 = "5930ef949f30a9a947c69ef6b069c0b1aa27619d"
 uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
-version = "1.5.0"
+version = "1.6.0"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "f2355693d6778a178ade15952b7ac47a4ff97996"
+git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Lazy]]
 deps = ["MacroTools"]
@@ -674,12 +688,12 @@ version = "0.2.0"
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
-version = "0.6.3"
+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 = "7.84.0+0"
+version = "8.4.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
@@ -688,7 +702,7 @@ uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.10.2+0"
+version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
@@ -717,9 +731,9 @@ version = "2.1.1"
 
 [[deps.LogDensityProblemsAD]]
 deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"]
-git-tree-sha1 = "7841ebecc60703fa978cbe9623e1a37dcaf96b75"
+git-tree-sha1 = "9c50732cd0f188766b6217ed6a2ebbdaf9890029"
 uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
-version = "1.6.1"
+version = "1.7.0"
 
     [deps.LogDensityProblemsAD.extensions]
     LogDensityProblemsADADTypesExt = "ADTypes"
@@ -764,33 +778,33 @@ version = "1.0.3"
 
 [[deps.MCMCChains]]
 deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "Formatting", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"]
-git-tree-sha1 = "8778ea7283a0bf0d7e507a0235adfff38071493b"
+git-tree-sha1 = "3b1ae6bcb0a94ed7760e72cd3524794f613658d2"
 uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
-version = "6.0.3"
+version = "6.0.4"
 
 [[deps.MCMCDiagnosticTools]]
 deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "56c61163890d15d45901de423be0ad91855a2cd7"
+git-tree-sha1 = "6ea46c36b86320593d2017da3c28c79165167ef4"
 uuid = "be115224-59cd-429b-ad48-344e309966f0"
-version = "0.3.7"
+version = "0.3.8"
 
 [[deps.MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
-git-tree-sha1 = "eb006abbd7041c28e0d16260e50a24f8f9104913"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
+git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2023.2.0+0"
+version = "2024.0.0+0"
 
 [[deps.MLJModelInterface]]
 deps = ["Random", "ScientificTypesBase", "StatisticalTraits"]
-git-tree-sha1 = "381d99f0af76d98f50bd5512dcf96a99c13f8223"
+git-tree-sha1 = "0cd3514d865b928e6a36f03497f65b5b1dee38c1"
 uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
-version = "1.9.3"
+version = "1.9.4"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.12"
 
 [[deps.MappedArrays]]
 git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
@@ -839,9 +853,9 @@ version = "7.8.3"
 
 [[deps.NNlib]]
 deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
-git-tree-sha1 = "3bc568de99214f72a76c7773ade218819afcc36e"
+git-tree-sha1 = "7c221293228506db2fe883251407581e0846688e"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.7"
+version = "0.9.9"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -877,10 +891,13 @@ uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.OffsetArrays]]
-deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.13.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.OpenBLAS_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
@@ -911,10 +928,10 @@ uuid = "3bd65402-5787-11e9-1adc-39752487f4e2"
 version = "0.3.1"
 
 [[deps.Optimization]]
-deps = ["ADTypes", "ArrayInterface", "ConsoleProgressMonitor", "DocStringExtensions", "LinearAlgebra", "Logging", "LoggingExtras", "Pkg", "Printf", "ProgressLogging", "Reexport", "Requires", "SciMLBase", "SparseArrays", "TerminalLoggers"]
-git-tree-sha1 = "f59193f79f8310e5eaad309ccfa8f2fa06b6703b"
+deps = ["ADTypes", "ArrayInterface", "ConsoleProgressMonitor", "DocStringExtensions", "LinearAlgebra", "Logging", "LoggingExtras", "Pkg", "Printf", "ProgressLogging", "Reexport", "Requires", "SciMLBase", "SparseArrays", "SymbolicIndexingInterface", "TerminalLoggers"]
+git-tree-sha1 = "d124973a6dacd4252ec9101e0b30e725afd056ac"
 uuid = "7f7a1694-90dd-40f0-9382-eb1efda571ba"
-version = "3.19.1"
+version = "3.20.2"
 
     [deps.Optimization.extensions]
     OptimizationEnzymeExt = "Enzyme"
@@ -939,26 +956,26 @@ version = "3.19.1"
 
 [[deps.OptimizationOptimJL]]
 deps = ["Optim", "Optimization", "Reexport", "SparseArrays"]
-git-tree-sha1 = "d8a989697ad1037258238004306057ca866bc337"
+git-tree-sha1 = "bea24fb320d58cb639e3cbc63f8eedde6c667bd3"
 uuid = "36348300-93cb-4f02-beb5-3c3902f8871e"
-version = "0.1.12"
+version = "0.1.14"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"
+git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.6.2"
+version = "1.6.3"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "66b2fcd977db5329aa35cac121e5b94dd6472198"
+git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.28"
+version = "0.11.31"
 
 [[deps.PSIS]]
 deps = ["LinearAlgebra", "LogExpFunctions", "Printf", "RecipesBase", "Statistics"]
-git-tree-sha1 = "72a16ef4d76e0cb071d704ff50dc086b6715d2f9"
+git-tree-sha1 = "289528e9eace9ca764d8d22d38ecb51706dc9ef8"
 uuid = "ce719bf2-d5d0-4fb9-925d-10a81b42ad04"
-version = "0.7.2"
+version = "0.9.4"
 
 [[deps.Parameters]]
 deps = ["OrderedCollections", "UnPack"]
@@ -968,15 +985,26 @@ version = "0.12.3"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.1"
 
 [[deps.Pathfinder]]
-deps = ["Accessors", "Distributions", "Folds", "ForwardDiff", "IrrationalConstants", "LinearAlgebra", "LogDensityProblems", "Optim", "Optimization", "OptimizationOptimJL", "PDMats", "PSIS", "ProgressLogging", "Random", "Requires", "SciMLBase", "Statistics", "StatsBase", "Transducers", "UnPack"]
-git-tree-sha1 = "9276ab48cb3a900e0bca214912c756d52625dadb"
+deps = ["Distributions", "Folds", "ForwardDiff", "IrrationalConstants", "LinearAlgebra", "LogDensityProblems", "Optim", "Optimization", "OptimizationOptimJL", "PDMats", "PSIS", "ProgressLogging", "Random", "Requires", "SciMLBase", "Statistics", "StatsBase", "Transducers", "UnPack"]
+git-tree-sha1 = "add8265914f3d59c05d7da4163c639d6c0e16ac6"
 uuid = "b1d3bc72-d0e7-4279-b92f-7fa5d6d2d454"
-version = "0.7.0"
+version = "0.8.1"
+
+    [deps.Pathfinder.extensions]
+    PathfinderDynamicHMCExt = "DynamicHMC"
+    PathfinderTuringExt = ["Accessors", "DynamicPPL", "MCMCChains", "Turing"]
+
+    [deps.Pathfinder.weakdeps]
+    Accessors = "7d9f7c33-5ae7-4f3b-8dc6-eff91059b697"
+    DynamicHMC = "bbc10e6e-7c05-544b-b16e-64fede858acb"
+    DynamicPPL = "366bfd00-2699-11ea-058f-f148b4cae6d8"
+    MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
+    Turing = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
 
 [[deps.Pkg]]
 deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]
@@ -1008,10 +1036,10 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "6842ce83a836fbbc0cfeca0b5a4de1a4dcbdb8d1"
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
+git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.2.8"
+version = "2.3.1"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1045,9 +1073,9 @@ uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
 [[deps.Random123]]
 deps = ["Random", "RandomNumbers"]
-git-tree-sha1 = "552f30e847641591ba3f39fd1bed559b9deb0ef3"
+git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
 uuid = "74087812-796a-5b5d-8853-05524746bad3"
-version = "1.6.1"
+version = "1.6.2"
 
 [[deps.RandomNumbers]]
 deps = ["Random", "Requires"]
@@ -1085,10 +1113,10 @@ uuid = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
 version = "1.3.4"
 
 [[deps.RecursiveArrayTools]]
-deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
-git-tree-sha1 = "d7087c013e8a496ff396bae843b1e16d9a30ede8"
+deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "Requires", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"]
+git-tree-sha1 = "28ba5f63e1dc748c1b40baea412fa4a2d27ccd15"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.38.10"
+version = "3.2.5"
 
     [deps.RecursiveArrayTools.extensions]
     RecursiveArrayToolsMeasurementsExt = "Measurements"
@@ -1133,9 +1161,9 @@ version = "0.4.0+0"
 
 [[deps.Roots]]
 deps = ["ChainRulesCore", "CommonSolve", "Printf", "Setfield"]
-git-tree-sha1 = "06b5ac80ff1b88bd82df92c1c1875eea3954cd6e"
+git-tree-sha1 = "0f1d92463a020321983d04c110f476c274bafe2e"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.0.20"
+version = "2.0.22"
 
     [deps.Roots.extensions]
     RootsForwardDiffExt = "ForwardDiff"
@@ -1160,22 +1188,33 @@ uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
 [[deps.SciMLBase]]
-deps = ["ADTypes", "ArrayInterface", "ChainRulesCore", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces", "ZygoteRules"]
-git-tree-sha1 = "916b8a94c0d61fa5f7c5295649d3746afb866aff"
+deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FillArrays", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables", "TruncatedStacktraces"]
+git-tree-sha1 = "618b44bdd9677e7e542a04a6ba7c1126571981d8"
 uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462"
-version = "1.98.1"
+version = "2.11.5"
 
     [deps.SciMLBase.extensions]
-    ZygoteExt = "Zygote"
+    SciMLBaseChainRulesCoreExt = "ChainRulesCore"
+    SciMLBasePartialFunctionsExt = "PartialFunctions"
+    SciMLBasePyCallExt = "PyCall"
+    SciMLBasePythonCallExt = "PythonCall"
+    SciMLBaseRCallExt = "RCall"
+    SciMLBaseZygoteExt = "Zygote"
 
     [deps.SciMLBase.weakdeps]
+    ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b"
+    PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
+    PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
+    RCall = "6f49c342-dc21-5d91-9882-a32aef131414"
     Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [[deps.SciMLOperators]]
 deps = ["ArrayInterface", "DocStringExtensions", "Lazy", "LinearAlgebra", "Setfield", "SparseArrays", "StaticArraysCore", "Tricks"]
-git-tree-sha1 = "65c2e6ced6f62ea796af251eb292a0e131a3613b"
+git-tree-sha1 = "51ae235ff058a64815e0a2c34b1db7578a06813d"
 uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961"
-version = "0.3.6"
+version = "0.3.7"
 
 [[deps.ScientificTypesBase]]
 git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b"
@@ -1184,9 +1223,9 @@ version = "3.0.0"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "04bdff0b09c65ff3e06a05e3eb7b120223da3d39"
+git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.0"
+version = "1.4.1"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1221,9 +1260,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "91402087fd5d13b2d97e3ef29bbdf9d7859e678a"
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
 uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1242,13 +1281,14 @@ uuid = "171d559e-b47b-412a-8079-5efa626c420e"
 version = "0.1.15"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore"]
-git-tree-sha1 = "0adf069a2a490c47273727e029371b31d44b72b2"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "fba11dbe2562eecdfcac49a05246af09ee64d055"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.5"
-weakdeps = ["Statistics"]
+version = "1.8.1"
+weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
@@ -1275,9 +1315,9 @@ version = "1.7.0"
 
 [[deps.StatsBase]]
 deps = ["DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
-git-tree-sha1 = "d1bf48bfcc554a3761a133fe3a9bb01488e06916"
+git-tree-sha1 = "1d77abd07f617c4868c33d4f5b9e1dbb2643c9cf"
 uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
-version = "0.33.21"
+version = "0.34.2"
 
 [[deps.StatsFuns]]
 deps = ["HypergeometricFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
@@ -1312,10 +1352,9 @@ uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "5.10.1+6"
 
 [[deps.SymbolicIndexingInterface]]
-deps = ["DocStringExtensions"]
-git-tree-sha1 = "f8ab052bfcbdb9b48fad2c80c873aa0d0344dfe5"
+git-tree-sha1 = "65f4ed0f9e3125e0836df12c231cea3dd98bb165"
 uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5"
-version = "0.2.2"
+version = "0.3.0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1330,9 +1369,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "a1f34829d5ac0ef499f6d84428bd6b4c71f02ead"
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.11.0"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1357,9 +1396,9 @@ version = "0.1.0"
 
 [[deps.Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "994c4977c13e7e2525566e193f82374021fab5dd"
+git-tree-sha1 = "bc54b1c65e87edfccf3f59d9ae7abb79f60d86f3"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.27"
+version = "0.2.30"
 weakdeps = ["PDMats"]
 
     [deps.Tracker.extensions]
@@ -1367,9 +1406,9 @@ weakdeps = ["PDMats"]
 
 [[deps.Transducers]]
 deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
-git-tree-sha1 = "53bd5978b182fa7c57577bdb452c35e5b4fb73a5"
+git-tree-sha1 = "e579d3c991938fecbb225699e8f611fa3fbf2141"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.78"
+version = "0.4.79"
 
     [deps.Transducers.extensions]
     TransducersBlockArraysExt = "BlockArrays"
@@ -1435,9 +1474,9 @@ version = "0.1.3"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de67fa59e33ad156a590055375a30b23c40299d3"
+git-tree-sha1 = "c1a7aa6219628fcd757dede0ca95e245c5cd9511"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.5"
+version = "1.0.0"
 
 [[deps.Zlib_jll]]
 deps = ["Libdl"]
@@ -1446,9 +1485,9 @@ version = "1.2.13+0"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "977aed5d006b840e2e40c0b48984f7463109046d"
+git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.3"
+version = "0.2.4"
 
 [[deps.libblastrampoline_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1458,7 +1497,7 @@ version = "5.8.0+0"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
+version = "1.52.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]