diff --git a/.zenodo.json b/.zenodo.json
index 24ea3449..dcc6220e 100644
--- a/.zenodo.json
+++ b/.zenodo.json
@@ -19,7 +19,8 @@
         },
         {
             "affiliation": "University of Glasgow",
-            "name": "Davison, Emily"
+            "name": "Davison, Emily",
+            "orcid": "0009-0000-3656-8309"
         }
     ],
     "access_right": "open",
diff --git a/examples/Manifest.toml b/examples/Manifest.toml
index 2a76135e..fa7a4bd9 100644
--- a/examples/Manifest.toml
+++ b/examples/Manifest.toml
@@ -1,6 +1,6 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.8.2"
+julia_version = "1.9.4"
 manifest_format = "2.0"
 project_hash = "d9db5351ba4f653fdaec9d3508090c887df908e5"
 
@@ -17,9 +17,13 @@ version = "0.4.4"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "76289dc51920fdc6e0013c872ba9551d54961c24"
+git-tree-sha1 = "02f731463748db57cc2ebfbd9fbc9ce8280d3433"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.6.2"
+version = "3.7.1"
+weakdeps = ["StaticArrays"]
+
+    [deps.Adapt.extensions]
+    AdaptStaticArraysExt = "StaticArrays"
 
 [[deps.ArgTools]]
 uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
@@ -33,18 +37,40 @@ version = "0.2.0"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "f83ec24f76d4c8f525099b2ac475fc098138ec31"
+git-tree-sha1 = "247efbccf92448be332d154d6ca56b9fcdd93c31"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.4.11"
+version = "7.6.1"
+
+    [deps.ArrayInterface.extensions]
+    ArrayInterfaceBandedMatricesExt = "BandedMatrices"
+    ArrayInterfaceBlockBandedMatricesExt = "BlockBandedMatrices"
+    ArrayInterfaceCUDAExt = "CUDA"
+    ArrayInterfaceGPUArraysCoreExt = "GPUArraysCore"
+    ArrayInterfaceStaticArraysCoreExt = "StaticArraysCore"
+    ArrayInterfaceTrackerExt = "Tracker"
+
+    [deps.ArrayInterface.weakdeps]
+    BandedMatrices = "aae01518-5342-5314-be14-df237901396f"
+    BlockBandedMatrices = "ffab5731-97b5-5995-9138-79e8c1846df0"
+    CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
+    GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527"
+    StaticArraysCore = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
+    Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
 
 [[deps.Artifacts]]
 uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
 
+[[deps.AutoHashEquals]]
+deps = ["Pkg"]
+git-tree-sha1 = "daaeb6f7f77b88c072a83a2451801818acb5c63b"
+uuid = "15f4f7f2-30c1-5605-9d31-71845cf9641f"
+version = "2.1.0"
+
 [[deps.Automa]]
-deps = ["ScanByte", "TranscodingStreams"]
-git-tree-sha1 = "48e54446df62fdf9ef76959c32dc33f3cff659ee"
+deps = ["PrecompileTools", "TranscodingStreams"]
+git-tree-sha1 = "0da671c730d79b8f9a88a391556ec695ea921040"
 uuid = "67c07d97-cdcb-5c2c-af73-a7f9c32a568b"
-version = "0.8.3"
+version = "1.0.2"
 
 [[deps.AxisArrays]]
 deps = ["Dates", "IntervalSets", "IterTools", "RangeArrays"]
@@ -57,21 +83,21 @@ uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
 
 [[deps.BenchmarkTools]]
 deps = ["JSON", "Logging", "Printf", "Profile", "Statistics", "UUIDs"]
-git-tree-sha1 = "d9a9701b899b30332bbcb3e1679c41cce81fb0e8"
+git-tree-sha1 = "f1f03a9fa24271160ed7e73051fba3c1a759b53f"
 uuid = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
-version = "1.3.2"
+version = "1.4.0"
 
 [[deps.BioGenerics]]
 deps = ["TranscodingStreams"]
-git-tree-sha1 = "0b581906418b93231d391b5dd78831fdc2da0c82"
+git-tree-sha1 = "7bbc085aebc6faa615740b63756e4986c9e85a70"
 uuid = "47718e42-2ac5-11e9-14af-e5595289c2ea"
-version = "0.1.2"
+version = "0.1.4"
 
 [[deps.BioSequences]]
 deps = ["BioSymbols", "PrecompileTools", "Random", "Twiddle"]
-git-tree-sha1 = "6cf406ea0d5bc901eabe55fca609007bce2db026"
+git-tree-sha1 = "6fdba8b4279460fef5674e9aa2dac7ef5be361d5"
 uuid = "7e6ae17a-c86d-528c-b3b9-7f778a29fe59"
-version = "3.1.5"
+version = "3.1.6"
 
 [[deps.BioSymbols]]
 deps = ["PrecompileTools"]
@@ -120,29 +146,23 @@ git-tree-sha1 = "1568b28f91293458345dabba6a5ea3f183250a61"
 uuid = "324d7699-5711-5eae-9e2f-1d82baa6b597"
 version = "0.10.8"
 
-[[deps.ChainRulesCore]]
-deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "e30f2f4e20f7f186dc36529910beaedc60cfa644"
-uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.16.0"
-
-[[deps.ChangesOfVariables]]
-deps = ["InverseFunctions", "LinearAlgebra", "Test"]
-git-tree-sha1 = "2fba81a302a7be671aefe194f0525ef231104e7f"
-uuid = "9e997f8a-9a97-42d5-a9f1-ce6bfc15e2c0"
-version = "0.1.8"
+    [deps.CategoricalArrays.extensions]
+    CategoricalArraysJSONExt = "JSON"
+    CategoricalArraysRecipesBaseExt = "RecipesBase"
+    CategoricalArraysSentinelArraysExt = "SentinelArrays"
+    CategoricalArraysStructTypesExt = "StructTypes"
 
-[[deps.CodecBzip2]]
-deps = ["Bzip2_jll", "Libdl", "TranscodingStreams"]
-git-tree-sha1 = "2e62a725210ce3c3c2e1a3080190e7ca491f18d7"
-uuid = "523fee87-0ab8-5b00-afb7-3ecf72e48cfd"
-version = "0.7.2"
+    [deps.CategoricalArrays.weakdeps]
+    JSON = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
+    RecipesBase = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
+    SentinelArrays = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
+    StructTypes = "856f2bd8-1eba-4b0a-8007-ebc267875bd4"
 
 [[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"]
@@ -161,6 +181,10 @@ deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "Requires", "Statist
 git-tree-sha1 = "a1f44953f2382ebb937d60dafbe2deea4bd23249"
 uuid = "c3611d14-8923-5661-9e6a-0046d554d3a4"
 version = "0.10.0"
+weakdeps = ["SpecialFunctions"]
+
+    [deps.ColorVectorSpace.extensions]
+    SpecialFunctionsExt = "SpecialFunctions"
 
 [[deps.Colors]]
 deps = ["ColorTypes", "FixedPointNumbers", "Reexport"]
@@ -180,15 +204,19 @@ uuid = "bbf7d656-a473-5ed7-a52c-81e309532950"
 version = "0.3.0"
 
 [[deps.Compat]]
-deps = ["Dates", "LinearAlgebra", "UUIDs"]
-git-tree-sha1 = "5ce999a19f4ca23ea484e92a1774a61b8ca4cf8e"
+deps = ["UUIDs"]
+git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.8.0"
+version = "4.10.1"
+weakdeps = ["Dates", "LinearAlgebra"]
+
+    [deps.Compat.extensions]
+    CompatLinearAlgebraExt = "LinearAlgebra"
 
 [[deps.CompilerSupportLibraries_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
-version = "0.5.2+0"
+version = "1.0.5+0"
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
@@ -198,15 +226,20 @@ version = "2.3.0"
 
 [[deps.Conda]]
 deps = ["Downloads", "JSON", "VersionParsing"]
-git-tree-sha1 = "8c86e48c0db1564a1d49548d3515ced5d604c408"
+git-tree-sha1 = "51cab8e982c5b598eea9c8ceaced4b58d9dd37c9"
 uuid = "8f4d0f93-b110-5947-807f-2305c1781a2d"
-version = "1.9.1"
+version = "1.10.0"
 
 [[deps.ConstructionBase]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "fe2838a593b5f776e1597e086dcd47560d94e816"
+git-tree-sha1 = "c53fc348ca4d40d7b371e71fd52251839080cbc9"
 uuid = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
-version = "1.5.3"
+version = "1.5.4"
+weakdeps = ["IntervalSets", "StaticArrays"]
+
+    [deps.ConstructionBase.extensions]
+    ConstructionBaseIntervalSetsExt = "IntervalSets"
+    ConstructionBaseStaticArraysExt = "StaticArrays"
 
 [[deps.Contour]]
 git-tree-sha1 = "d05d9e7b7aedff4e5b51a029dced05cfb6125781"
@@ -231,9 +264,9 @@ version = "1.6.1"
 
 [[deps.DataStructures]]
 deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
-git-tree-sha1 = "cf25ccb972fec4e4817764d01c82386ae94f77b4"
+git-tree-sha1 = "3dbd312d370723b6bb43ba9d02fc36abade4518d"
 uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
-version = "0.18.14"
+version = "0.18.15"
 
 [[deps.DataValueInterfaces]]
 git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6"
@@ -258,13 +291,9 @@ version = "1.12.16+3"
 
 [[deps.DelimitedFiles]]
 deps = ["Mmap"]
+git-tree-sha1 = "9e2f36d3c96a820c678f2f1f1782582fcf685bae"
 uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab"
-
-[[deps.DensityInterface]]
-deps = ["InverseFunctions", "Test"]
-git-tree-sha1 = "80c3e8639e3353e5d2912fb3a1916b8455e2494b"
-uuid = "b429d917-457f-4dbc-8f4c-0cc954292b1d"
-version = "0.4.0"
+version = "1.9.1"
 
 [[deps.DiffResults]]
 deps = ["StaticArraysCore"]
@@ -278,15 +307,39 @@ git-tree-sha1 = "23163d55f885173722d1e4cf0f6110cdbaf7e272"
 uuid = "b552c78f-8df3-52c6-915a-8e097449b14b"
 version = "1.15.1"
 
+[[deps.Distances]]
+deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
+git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
+uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
+version = "0.10.11"
+
+    [deps.Distances.extensions]
+    DistancesChainRulesCoreExt = "ChainRulesCore"
+    DistancesSparseArraysExt = "SparseArrays"
+
+    [deps.Distances.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
+
 [[deps.Distributed]]
 deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = ["ChainRulesCore", "DensityInterface", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "9e11104e7b41a8a5f04e8694467fc1f94a135bd7"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "a6c00f894f24460379cb7136633cef54ac9f6f4a"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.101"
+version = "0.25.103"
+
+    [deps.Distributions.extensions]
+    DistributionsChainRulesCoreExt = "ChainRulesCore"
+    DistributionsDensityInterfaceExt = "DensityInterface"
+    DistributionsTestExt = "Test"
+
+    [deps.Distributions.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    DensityInterface = "b429d917-457f-4dbc-8f4c-0cc954292b1d"
+    Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.DocStringExtensions]]
 deps = ["LibGit2"]
@@ -324,10 +377,14 @@ uuid = "2e619515-83b5-522b-bb60-26c02a35a201"
 version = "2.5.0+0"
 
 [[deps.FASTX]]
-deps = ["Automa", "BioGenerics", "BioSequences", "PrecompileTools", "ScanByte", "StringViews", "TranscodingStreams"]
-git-tree-sha1 = "5c4b85ab007cb55d38fc8249ddfab6bf2f48cf06"
+deps = ["Automa", "BioGenerics", "PrecompileTools", "StringViews", "TranscodingStreams"]
+git-tree-sha1 = "bff5d62bf5e1c382a370ac701bcaea9a24115ac6"
 uuid = "c2308a5c-f048-11e8-3e8a-31650f418d12"
-version = "2.1.2"
+version = "2.1.4"
+weakdeps = ["BioSequences"]
+
+    [deps.FASTX.extensions]
+    BioSequencesExt = "BioSequences"
 
 [[deps.FFMPEG]]
 deps = ["FFMPEG_jll"]
@@ -349,25 +406,41 @@ version = "1.16.1"
 
 [[deps.FilePathsBase]]
 deps = ["Compat", "Dates", "Mmap", "Printf", "Test", "UUIDs"]
-git-tree-sha1 = "e27c4ebe80e8699540f2d6c805cc12203b614f12"
+git-tree-sha1 = "9f00e42f8d99fdde64d40c8ea5d14269a2e2c1aa"
 uuid = "48062228-2e41-5def-b9a4-89aafe57970f"
-version = "0.9.20"
+version = "0.9.21"
 
 [[deps.FileWatching]]
 uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[deps.FillArrays]]
-deps = ["LinearAlgebra", "Random", "SparseArrays", "Statistics"]
-git-tree-sha1 = "f372472e8672b1d993e93dada09e23139b509f9e"
+deps = ["LinearAlgebra", "Random"]
+git-tree-sha1 = "25a10f2b86118664293062705fd9c7e2eda881a2"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.5.0"
+version = "1.9.2"
+weakdeps = ["PDMats", "SparseArrays", "Statistics"]
+
+    [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
+    FillArraysSparseArraysExt = "SparseArrays"
+    FillArraysStatisticsExt = "Statistics"
 
 [[deps.FiniteDiff]]
-deps = ["ArrayInterface", "LinearAlgebra", "Requires", "Setfield", "SparseArrays", "StaticArrays"]
+deps = ["ArrayInterface", "LinearAlgebra", "Requires", "Setfield", "SparseArrays"]
 git-tree-sha1 = "c6e4a1fbe73b31a3dea94b1da449503b8830c306"
 uuid = "6a86dc24-6348-571c-b903-95158fe2bd41"
 version = "2.21.1"
 
+    [deps.FiniteDiff.extensions]
+    FiniteDiffBandedMatricesExt = "BandedMatrices"
+    FiniteDiffBlockBandedMatricesExt = "BlockBandedMatrices"
+    FiniteDiffStaticArraysExt = "StaticArrays"
+
+    [deps.FiniteDiff.weakdeps]
+    BandedMatrices = "aae01518-5342-5314-be14-df237901396f"
+    BlockBandedMatrices = "ffab5731-97b5-5995-9138-79e8c1846df0"
+    StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
+
 [[deps.FixedPointNumbers]]
 deps = ["Statistics"]
 git-tree-sha1 = "335bfdceacc84c5cdf16aadc768aa5ddfc5383cc"
@@ -393,10 +466,14 @@ uuid = "59287772-0a20-5a39-b81b-1366585eb4c0"
 version = "0.4.2"
 
 [[deps.ForwardDiff]]
-deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "LinearAlgebra", "LogExpFunctions", "NaNMath", "Preferences", "Printf", "Random", "SpecialFunctions", "StaticArrays"]
-git-tree-sha1 = "00e252f4d706b3d55a8863432e742bf5717b498d"
+deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "LinearAlgebra", "LogExpFunctions", "NaNMath", "Preferences", "Printf", "Random", "SpecialFunctions"]
+git-tree-sha1 = "cf0fe81336da9fb90944683b8c41984b08793dad"
 uuid = "f6369f11-7733-5829-9624-2563aa707210"
-version = "0.10.35"
+version = "0.10.36"
+weakdeps = ["StaticArrays"]
+
+    [deps.ForwardDiff.extensions]
+    ForwardDiffStaticArraysExt = "StaticArrays"
 
 [[deps.FreeType2_jll]]
 deps = ["Artifacts", "Bzip2_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
@@ -428,9 +505,9 @@ version = "3.3.8+0"
 
 [[deps.GLM]]
 deps = ["Distributions", "LinearAlgebra", "Printf", "Reexport", "SparseArrays", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "StatsModels"]
-git-tree-sha1 = "97829cfda0df99ddaeaafb5b370d6cab87b7013e"
+git-tree-sha1 = "273bd1cd30768a2fddfa3fd63bbc746ed7249e5f"
 uuid = "38e38edf-8417-5370-95a0-9cbb8c7f171a"
-version = "1.8.3"
+version = "1.9.0"
 
 [[deps.GR]]
 deps = ["Artifacts", "Base64", "DelimitedFiles", "Downloads", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Pkg", "Preferences", "Printf", "Random", "Serialization", "Sockets", "TOML", "Tar", "Test", "UUIDs", "p7zip_jll"]
@@ -457,10 +534,10 @@ uuid = "78b55507-aeef-58d4-861c-77aaff3498b1"
 version = "0.21.0+0"
 
 [[deps.Glib_jll]]
-deps = ["Artifacts", "Gettext_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "d3b3624125c1474292d0d8ed0f65554ac37ddb23"
+deps = ["Artifacts", "Gettext_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Zlib_jll"]
+git-tree-sha1 = "e94c92c7bf4819685eb80186d51c43e71d4afa17"
 uuid = "7746bdde-850d-59dc-9ae8-88ece973131d"
-version = "2.74.0+2"
+version = "2.76.5+0"
 
 [[deps.Graphics]]
 deps = ["Colors", "LinearAlgebra", "NaNMath"]
@@ -476,9 +553,9 @@ version = "1.3.14+0"
 
 [[deps.Graphs]]
 deps = ["ArnoldiMethod", "Compat", "DataStructures", "Distributed", "Inflate", "LinearAlgebra", "Random", "SharedArrays", "SimpleTraits", "SparseArrays", "Statistics"]
-git-tree-sha1 = "1cf1d7dcb4bc32d7b4a5add4232db3750c27ecb4"
+git-tree-sha1 = "899050ace26649433ef1af25bc17a815b3db52b7"
 uuid = "86223c79-3864-5bf0-83f7-82e725a168b6"
-version = "1.8.0"
+version = "1.9.0"
 
 [[deps.Grisu]]
 git-tree-sha1 = "53bb909d1151e57e2484c3d1b53e19552b887fb2"
@@ -499,9 +576,9 @@ version = "1.2.9"
 
 [[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"]
@@ -521,9 +598,9 @@ uuid = "9b13fd28-a010-5f03-acff-a1bbcff69959"
 version = "1.0.0"
 
 [[deps.Inflate]]
-git-tree-sha1 = "5cd07aab533df5170988219191dfad0519391428"
+git-tree-sha1 = "ea8031dea4aff6bd41f1df8f2fdfb25b33626381"
 uuid = "d25df0c9-e2be-5dd7-82c8-3ad0b3e990b9"
-version = "0.1.3"
+version = "0.1.4"
 
 [[deps.InlineStrings]]
 deps = ["Parsers"]
@@ -536,16 +613,14 @@ deps = ["Markdown"]
 uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 
 [[deps.IntervalSets]]
-deps = ["Dates", "Random", "Statistics"]
-git-tree-sha1 = "8e59ea773deee525c99a8018409f64f19fb719e6"
+deps = ["Dates", "Random"]
+git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.7"
+version = "0.7.8"
+weakdeps = ["Statistics"]
 
-[[deps.InverseFunctions]]
-deps = ["Test"]
-git-tree-sha1 = "eabe3125edba5c9c10b60a160b1779a000dc8b29"
-uuid = "3587e190-3f89-42d0-90ee-14403ec27112"
-version = "0.1.11"
+    [deps.IntervalSets.extensions]
+    IntervalSetsStatisticsExt = "Statistics"
 
 [[deps.InvertedIndices]]
 git-tree-sha1 = "0dc7b50b8d436461be01300fd8cd45aa0274b038"
@@ -575,15 +650,15 @@ version = "1.0.0"
 
 [[deps.JLFzf]]
 deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "9fb0b890adab1c0a4a475d4210d51f228bfc250d"
+git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.6"
+version = "0.1.7"
 
 [[deps.JLLWrappers]]
-deps = ["Preferences"]
-git-tree-sha1 = "abc9885a7ca2052a736a600f7fa66209f96506e1"
+deps = ["Artifacts", "Preferences"]
+git-tree-sha1 = "7e5d6779a1e09a36db2a7b6cff50942a0a7d0fca"
 uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210"
-version = "1.4.1"
+version = "1.5.0"
 
 [[deps.JSON]]
 deps = ["Dates", "Mmap", "Parsers", "Unicode"]
@@ -593,9 +668,9 @@ 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.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -622,9 +697,9 @@ 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"]
@@ -632,6 +707,14 @@ git-tree-sha1 = "f428ae552340899a935973270b8d98e5a31c49fe"
 uuid = "23fbe1c1-3f47-55db-b15f-69d7ec21a316"
 version = "0.16.1"
 
+    [deps.Latexify.extensions]
+    DataFramesExt = "DataFrames"
+    SymEngineExt = "SymEngine"
+
+    [deps.Latexify.weakdeps]
+    DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
+    SymEngine = "123dc426-2d89-5057-bbad-38513e3affd8"
+
 [[deps.LeftChildRightSiblingTrees]]
 deps = ["AbstractTrees"]
 git-tree-sha1 = "fb6803dafae4a5d62ea5cab204b1e657d9737e7f"
@@ -641,12 +724,12 @@ 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"]
@@ -655,7 +738,7 @@ 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"
@@ -691,10 +774,10 @@ uuid = "7add5ba3-2f88-524e-9cd5-f83b8a55f7b8"
 version = "1.42.0+0"
 
 [[deps.Libiconv_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "c7cb1f5d892775ba13767a87c7ada0b980ea0a71"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "f9557a255370125b405568f9767d6d195822a175"
 uuid = "94ce4f54-9a6c-5748-9c1c-f9c7231a4531"
-version = "1.16.1+2"
+version = "1.17.0+0"
 
 [[deps.Libmount_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -727,14 +810,24 @@ uuid = "d3d80556-e9d4-5f37-9878-2ab0fcc64255"
 version = "7.2.0"
 
 [[deps.LinearAlgebra]]
-deps = ["Libdl", "libblastrampoline_jll"]
+deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"]
 uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 
 [[deps.LogExpFunctions]]
-deps = ["ChainRulesCore", "ChangesOfVariables", "DocStringExtensions", "InverseFunctions", "IrrationalConstants", "LinearAlgebra"]
-git-tree-sha1 = "c3ce8e7420b3a6e071e0fe4745f5d4300e37b13f"
+deps = ["DocStringExtensions", "IrrationalConstants", "LinearAlgebra"]
+git-tree-sha1 = "7d6dd4e9212aebaeed356de34ccf262a3cd415aa"
 uuid = "2ab3a3ac-af41-5b50-aa03-7779005ae688"
-version = "0.3.24"
+version = "0.3.26"
+
+    [deps.LogExpFunctions.extensions]
+    LogExpFunctionsChainRulesCoreExt = "ChainRulesCore"
+    LogExpFunctionsChangesOfVariablesExt = "ChangesOfVariables"
+    LogExpFunctionsInverseFunctionsExt = "InverseFunctions"
+
+    [deps.LogExpFunctions.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    ChangesOfVariables = "9e997f8a-9a97-42d5-a9f1-ce6bfc15e2c0"
+    InverseFunctions = "3587e190-3f89-42d0-90ee-14403ec27112"
 
 [[deps.Logging]]
 uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"
@@ -747,36 +840,24 @@ version = "1.0.3"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "42324d08725e200c23d4dfb549e0d5d89dede2d2"
+git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.10"
+version = "0.5.11"
 
 [[deps.Markdown]]
 deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
-[[deps.MathOptInterface]]
-deps = ["BenchmarkTools", "CodecBzip2", "CodecZlib", "DataStructures", "ForwardDiff", "JSON", "LinearAlgebra", "MutableArithmetics", "NaNMath", "OrderedCollections", "PrecompileTools", "Printf", "SparseArrays", "SpecialFunctions", "Test", "Unicode"]
-git-tree-sha1 = "5c5cd501ae1d76d3ccd7c7e6b4325a15dde7f31c"
-uuid = "b8f27783-ece8-5eb3-8dc8-9495eed66fee"
-version = "1.18.0"
-
-[[deps.MathProgBase]]
-deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "9abbe463a1e9fc507f12a69e7f29346c2cdc472c"
-uuid = "fdba3010-5040-5b88-9595-932c9decdf73"
-version = "0.7.8"
-
 [[deps.MbedTLS]]
 deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
-git-tree-sha1 = "f512dc13e64e96f703fd92ce617755ee6b5adf0f"
+git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.1.8"
+version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
-version = "2.28.0+0"
+version = "2.28.2+0"
 
 [[deps.Measures]]
 git-tree-sha1 = "c13304c81eec1ed3af7fc20e75fb6b26092a1102"
@@ -800,13 +881,7 @@ uuid = "a63ad114-7e13-5084-954f-fe012c677804"
 
 [[deps.MozillaCACerts_jll]]
 uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
-version = "2022.2.1"
-
-[[deps.MutableArithmetics]]
-deps = ["LinearAlgebra", "SparseArrays", "Test"]
-git-tree-sha1 = "964cb1a7069723727025ae295408747a0b36a854"
-uuid = "d8a4904e-b15c-11e9-3269-09a3773c0cb0"
-version = "1.3.0"
+version = "2022.10.11"
 
 [[deps.NLSolversBase]]
 deps = ["DiffResults", "Distributed", "FiniteDiff", "ForwardDiff"]
@@ -815,10 +890,16 @@ uuid = "d41bc354-129a-5804-8e4c-c37616107c6c"
 version = "7.8.3"
 
 [[deps.NLopt]]
-deps = ["MathOptInterface", "MathProgBase", "NLopt_jll"]
-git-tree-sha1 = "5a7e32c569200a8a03c3d55d286254b0321cd262"
+deps = ["NLopt_jll"]
+git-tree-sha1 = "19d2a1c8a3c5b5a459f54a10e54de630c4a05701"
 uuid = "76087f3c-5699-56af-9a33-bf431cd00edd"
-version = "0.6.5"
+version = "1.0.0"
+
+    [deps.NLopt.extensions]
+    NLoptMathOptInterfaceExt = ["MathOptInterface"]
+
+    [deps.NLopt.weakdeps]
+    MathOptInterface = "b8f27783-ece8-5eb3-8dc8-9495eed66fee"
 
 [[deps.NLopt_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -837,9 +918,9 @@ 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.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -850,7 +931,7 @@ version = "1.3.5+1"
 [[deps.OpenBLAS_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
 uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
-version = "0.3.20+0"
+version = "0.3.21+4"
 
 [[deps.OpenLibm_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -888,26 +969,26 @@ 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"]
 uuid = "efcefdf7-47ab-520b-bdef-62a2eaa19f15"
-version = "10.40.0+0"
+version = "10.42.0+0"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "67eae2738d63117a196f497d7db789821bce61d1"
+git-tree-sha1 = "4e5be6bb265d33669f98eb55d2a57addd1eeb72c"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.17"
+version = "0.11.30"
 
 [[deps.Pango_jll]]
-deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "FriBidi_jll", "Glib_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "84a314e3926ba9ec66ac097e3635e270986b0f10"
+deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "FriBidi_jll", "Glib_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "4745216e94f71cb768d58330b059c9b76f32cb66"
 uuid = "36c8627f-9965-5494-a995-c6b170f724f3"
-version = "1.50.9+0"
+version = "1.50.14+0"
 
 [[deps.Parameters]]
 deps = ["OrderedCollections", "UnPack"]
@@ -915,23 +996,33 @@ git-tree-sha1 = "34c0e9ad262e5f7fc75b10a9952ca7692cfc5fbe"
 uuid = "d96e819e-fc66-5662-9728-84c9c7592b0a"
 version = "0.12.3"
 
+[[deps.ParserCombinator]]
+deps = ["AutoHashEquals", "Printf"]
+git-tree-sha1 = "5f2ab6899c7a056d475194d03393299e61a0425c"
+uuid = "fae87a5f-d1ad-5cf0-8f61-c941e1580b46"
+version = "2.2.1"
+
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"
+git-tree-sha1 = "a935806434c9d4c506ba941871b327b96d41f2bf"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.7.2"
+version = "2.8.0"
 
 [[deps.Phylo]]
-deps = ["AxisArrays", "DataFrames", "DataStructures", "Distributions", "Graphs", "IterableTables", "LinearAlgebra", "Missings", "Optim", "Printf", "Random", "RecipesBase", "Requires", "SimpleTraits", "StaticArrays", "Statistics", "Tokenize", "Unitful"]
+deps = ["AxisArrays", "DataFrames", "DataStructures", "Distances", "Distributions", "Graphs", "IterableTables", "LinearAlgebra", "Missings", "Optim", "ParserCombinator", "Printf", "Random", "RecipesBase", "SimpleTraits", "StaticArrays", "Statistics", "Tokenize", "Unitful"]
 path = ".."
 uuid = "aea672f4-3940-5932-aa44-993d1c3ff149"
-version = "0.5.0"
+version = "0.6.0"
+weakdeps = ["Plots", "RCall", "Requires"]
+
+    [deps.Phylo.extensions]
+    PhyloRCallExt = "RCall"
 
 [[deps.PhyloNetworks]]
 deps = ["BioSequences", "BioSymbols", "CSV", "Combinatorics", "DataFrames", "DataStructures", "Dates", "Distributed", "Distributions", "FASTX", "Functors", "GLM", "LinearAlgebra", "NLopt", "Printf", "Random", "StaticArrays", "Statistics", "StatsBase", "StatsFuns", "StatsModels"]
-git-tree-sha1 = "07a9e904174bc89d14bd612175aab630321dfe92"
+git-tree-sha1 = "414065ef095aba2fc7d76d38c43cbdff2ab02943"
 uuid = "33ad39ac-ed31-50eb-9b15-43d0656eaa72"
-version = "0.16.2"
+version = "0.16.3"
 
 [[deps.Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -945,9 +1036,9 @@ uuid = "30392449-352a-5448-841d-b1acce4e97dc"
 version = "0.42.2+0"
 
 [[deps.Pkg]]
-deps = ["Artifacts", "Dates", "Downloads", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]
+deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]
 uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
-version = "1.8.0"
+version = "1.9.2"
 
 [[deps.PlotThemes]]
 deps = ["PlotUtils", "Statistics"]
@@ -967,11 +1058,25 @@ git-tree-sha1 = "ccee59c6e48e6f2edf8a5b64dc817b6729f99eb5"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
 version = "1.39.0"
 
+    [deps.Plots.extensions]
+    FileIOExt = "FileIO"
+    GeometryBasicsExt = "GeometryBasics"
+    IJuliaExt = "IJulia"
+    ImageInTerminalExt = "ImageInTerminal"
+    UnitfulExt = "Unitful"
+
+    [deps.Plots.weakdeps]
+    FileIO = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
+    GeometryBasics = "5c1252a2-5f33-56bf-86c9-59e7332b4326"
+    IJulia = "7073ff75-c697-5162-941a-fcdaad2a7d2a"
+    ImageInTerminal = "d8c32880-2388-543b-8c61-d9f865259254"
+    Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"
+
 [[deps.PooledArrays]]
 deps = ["DataAPI", "Future"]
-git-tree-sha1 = "a6062fe4063cdafe78f4a0a81cfffb89721b30e7"
+git-tree-sha1 = "36d8b4b899628fb92c2749eb488d884a926614d3"
 uuid = "2dfb63ee-cc39-5dd5-95bd-886bf059d720"
-version = "1.4.2"
+version = "1.4.3"
 
 [[deps.PositiveFactorizations]]
 deps = ["LinearAlgebra"]
@@ -981,21 +1086,21 @@ version = "0.2.4"
 
 [[deps.PrecompileTools]]
 deps = ["Preferences"]
-git-tree-sha1 = "9673d39decc5feece56ef3940e5dafba15ba0f81"
+git-tree-sha1 = "03b4c25b43cb84cee5c90aa9b5ea0a78fd848d2f"
 uuid = "aea7be01-6a6a-4083-8856-8a6e6704d82a"
-version = "1.1.2"
+version = "1.2.0"
 
 [[deps.Preferences]]
 deps = ["TOML"]
-git-tree-sha1 = "7eb1686b4f04b82f96ed7a4ea5890a4f0c7a09f1"
+git-tree-sha1 = "00805cd429dcb4870060ff49ef443486c262e38e"
 uuid = "21216c6a-2e73-6563-6e65-726566657250"
-version = "1.4.0"
+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"]
@@ -1019,15 +1124,15 @@ version = "5.15.3+2"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
-git-tree-sha1 = "6ec7ac8412e83d57e313393220879ede1740f9ee"
+git-tree-sha1 = "9ebcd48c498668c7fa0e97a9cae873fbee7bfee1"
 uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
-version = "2.8.2"
+version = "2.9.1"
 
 [[deps.RCall]]
 deps = ["CategoricalArrays", "Conda", "DataFrames", "DataStructures", "Dates", "Libdl", "Missings", "REPL", "Random", "Requires", "StatsModels", "WinReg"]
-git-tree-sha1 = "d441bdeea943f8e8f293e0e3a78fe2d7c3aa24e6"
+git-tree-sha1 = "3084689b18f9e5e817a6ce9a83a7654d8ad0f2f6"
 uuid = "6f49c342-dc21-5d91-9882-a32aef131414"
-version = "0.13.15"
+version = "0.13.18"
 
 [[deps.REPL]]
 deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
@@ -1092,29 +1197,17 @@ version = "1.1.0"
 uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
-[[deps.SIMD]]
-deps = ["PrecompileTools"]
-git-tree-sha1 = "0e270732477b9e551d884e6b07e23bb2ec947790"
-uuid = "fdea26ae-647d-5447-a871-4b548cad5224"
-version = "3.4.5"
-
-[[deps.ScanByte]]
-deps = ["Libdl", "SIMD"]
-git-tree-sha1 = "d49e35f413186528f1d7cc675e67d0ed16fd7800"
-uuid = "7b38b023-a4d7-4c5e-8d43-3f3097f304eb"
-version = "0.4.0"
-
 [[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"
@@ -1156,25 +1249,35 @@ 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 = ["LinearAlgebra", "Random"]
+deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
 uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[deps.SpecialFunctions]]
-deps = ["ChainRulesCore", "IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
-git-tree-sha1 = "7beb031cf8145577fbccacd94b8a8f4ce78428d3"
+deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
+git-tree-sha1 = "e2cfc4012a19088254b3950b85c3c1d8882d864d"
 uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
-version = "2.3.0"
+version = "2.3.1"
+
+    [deps.SpecialFunctions.extensions]
+    SpecialFunctionsChainRulesCoreExt = "ChainRulesCore"
+
+    [deps.SpecialFunctions.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore", "Statistics"]
-git-tree-sha1 = "9cabadf6e7cd2349b6cf49f1915ad2028d65e881"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "5ef59aea6f18c25168842bded46b16662141ab87"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.6.2"
+version = "1.7.0"
+weakdeps = ["Statistics"]
+
+    [deps.StaticArrays.extensions]
+    StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
 git-tree-sha1 = "36b3d696ce6366023a0ea192b4cd442268995a0d"
@@ -1184,35 +1287,45 @@ version = "1.4.2"
 [[deps.Statistics]]
 deps = ["LinearAlgebra", "SparseArrays"]
 uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
+version = "1.9.0"
 
 [[deps.StatsAPI]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "45a7769a04a3cf80da1c1c7c60caf932e6f4c9f7"
+git-tree-sha1 = "1ff449ad350c9c4cbc756624d6f8a8c3ef56d3ed"
 uuid = "82ae8749-77ed-4fe6-ae5f-f523153014b0"
-version = "1.6.0"
+version = "1.7.0"
 
 [[deps.StatsBase]]
 deps = ["DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
-git-tree-sha1 = "75ebe04c5bed70b91614d684259b661c9e6274a4"
+git-tree-sha1 = "1d77abd07f617c4868c33d4f5b9e1dbb2643c9cf"
 uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
-version = "0.34.0"
+version = "0.34.2"
 
 [[deps.StatsFuns]]
-deps = ["ChainRulesCore", "HypergeometricFunctions", "InverseFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
+deps = ["HypergeometricFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
 git-tree-sha1 = "f625d686d5a88bcd2b15cd81f18f98186fdc0c9a"
 uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
 version = "1.3.0"
 
+    [deps.StatsFuns.extensions]
+    StatsFunsChainRulesCoreExt = "ChainRulesCore"
+    StatsFunsInverseFunctionsExt = "InverseFunctions"
+
+    [deps.StatsFuns.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    InverseFunctions = "3587e190-3f89-42d0-90ee-14403ec27112"
+
 [[deps.StatsModels]]
-deps = ["DataAPI", "DataStructures", "LinearAlgebra", "Printf", "REPL", "ShiftedArrays", "SparseArrays", "StatsBase", "StatsFuns", "Tables"]
-git-tree-sha1 = "8cc7a5385ecaa420f0b3426f9b0135d0df0638ed"
+deps = ["DataAPI", "DataStructures", "LinearAlgebra", "Printf", "REPL", "ShiftedArrays", "SparseArrays", "StatsAPI", "StatsBase", "StatsFuns", "Tables"]
+git-tree-sha1 = "5cf6c4583533ee38639f73b880f35fc85f2941e0"
 uuid = "3eaba693-59b7-5ba5-a881-562e759f1c8d"
-version = "0.7.2"
+version = "0.7.3"
 
 [[deps.StringManipulation]]
-git-tree-sha1 = "46da2434b41f41ac3594ee9816ce5541c6096123"
+deps = ["PrecompileTools"]
+git-tree-sha1 = "a04cabe79c5f01f4d723cc6704070ada0b9d46d5"
 uuid = "892a3eda-7b42-436c-8928-eab12a02cf0e"
-version = "0.3.0"
+version = "0.3.4"
 
 [[deps.StringViews]]
 git-tree-sha1 = "f7b06677eae2571c888fd686ba88047d8738b0e3"
@@ -1223,10 +1336,15 @@ version = "1.3.3"
 deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
 uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"
 
+[[deps.SuiteSparse_jll]]
+deps = ["Artifacts", "Libdl", "Pkg", "libblastrampoline_jll"]
+uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
+version = "5.10.1+6"
+
 [[deps.TOML]]
 deps = ["Dates"]
 uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76"
-version = "1.0.0"
+version = "1.0.3"
 
 [[deps.TableTraits]]
 deps = ["IteratorInterfaceExtensions"]
@@ -1241,15 +1359,15 @@ uuid = "382cd787-c1b6-5bf2-a167-d5b971a19bda"
 version = "1.0.2"
 
 [[deps.Tables]]
-deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits", "Test"]
-git-tree-sha1 = "1544b926975372da01227b382066ab70e574a3ec"
+deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
+git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.10.1"
+version = "1.11.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
 uuid = "a4e569a6-e804-4fa4-b0f3-eef7a1d5b13e"
-version = "1.10.1"
+version = "1.10.0"
 
 [[deps.TensorCore]]
 deps = ["LinearAlgebra"]
@@ -1262,15 +1380,18 @@ deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
 uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.Tokenize]]
-git-tree-sha1 = "90538bf898832b6ebd900fa40f223e695970e3a5"
+git-tree-sha1 = "0454d9a9bad2400c7ccad19ca832a2ef5a8bc3a1"
 uuid = "0796e94c-ce3b-5d07-9a54-7f471281c624"
-version = "0.5.25"
+version = "0.5.26"
 
 [[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.Twiddle]]
 git-tree-sha1 = "29509c4862bfb5da9e76eb6937125ab93986270a"
@@ -1301,10 +1422,18 @@ uuid = "1cfade01-22cf-5700-b092-accc4b62d6e1"
 version = "0.4.1"
 
 [[deps.Unitful]]
-deps = ["ConstructionBase", "Dates", "InverseFunctions", "LinearAlgebra", "Random"]
-git-tree-sha1 = "c4d2a349259c8eba66a00a540d550f122a3ab228"
+deps = ["Dates", "LinearAlgebra", "Random"]
+git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.15.0"
+version = "1.19.0"
+
+    [deps.Unitful.extensions]
+    ConstructionBaseUnitfulExt = "ConstructionBase"
+    InverseFunctionsUnitfulExt = "InverseFunctions"
+
+    [deps.Unitful.weakdeps]
+    ConstructionBase = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
+    InverseFunctions = "3587e190-3f89-42d0-90ee-14403ec27112"
 
 [[deps.UnitfulLatexify]]
 deps = ["LaTeXStrings", "Latexify", "Unitful"]
@@ -1351,10 +1480,10 @@ uuid = "76eceee3-57b5-4d4a-8e66-0e911cebbf60"
 version = "1.6.1"
 
 [[deps.XML2_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "93c41695bc1c08c46c5899f4fe06d6ead504bb73"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
+git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.10.3+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"]
@@ -1509,7 +1638,7 @@ version = "1.5.0+0"
 [[deps.Zlib_jll]]
 deps = ["Libdl"]
 uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
-version = "1.2.12+3"
+version = "1.2.13+0"
 
 [[deps.Zstd_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -1536,10 +1665,10 @@ uuid = "0fc3237b-ac94-5853-b45c-d43d59a06200"
 version = "2.34.0+4"
 
 [[deps.fzf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "47cf33e62e138b920039e8ff9f9841aafe1b733e"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.35.1+0"
+version = "0.43.0+0"
 
 [[deps.gdk_pixbuf_jll]]
 deps = ["Artifacts", "Glib_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pkg", "Xorg_libX11_jll", "libpng_jll"]
@@ -1572,9 +1701,9 @@ uuid = "0ac62f75-1d6f-5e53-bd7c-93b484bb37c0"
 version = "0.15.1+0"
 
 [[deps.libblastrampoline_jll]]
-deps = ["Artifacts", "Libdl", "OpenBLAS_jll"]
+deps = ["Artifacts", "Libdl"]
 uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
-version = "5.1.1+0"
+version = "5.8.0+0"
 
 [[deps.libfdk_aac_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1583,10 +1712,10 @@ uuid = "f638f0a6-7fb0-5443-88ba-1cc74229b280"
 version = "2.0.2+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"]
@@ -1597,7 +1726,7 @@ version = "1.3.7+1"
 [[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"]