diff --git a/docs/Manifest.toml b/docs/Manifest.toml
index e6d72c6..9881b38 100644
--- a/docs/Manifest.toml
+++ b/docs/Manifest.toml
@@ -1,6 +1,6 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.10.5"
+julia_version = "1.11.1"
 manifest_format = "2.0"
 project_hash = "cfe419f0a5bd446f85d5c51ed1644192d6c33e05"
 
@@ -27,18 +27,18 @@ version = "0.4.5"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "6a55b747d1812e699320963ffde36f1ebdda4099"
+git-tree-sha1 = "50c3c56a52972d78e8be9fd135bfb91c9574c140"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "4.0.4"
+version = "4.1.1"
 weakdeps = ["StaticArrays"]
 
     [deps.Adapt.extensions]
     AdaptStaticArraysExt = "StaticArrays"
 
 [[deps.AdaptivePredicates]]
-git-tree-sha1 = "7d5da5dd472490d048b081ca1bda4a7821b06456"
+git-tree-sha1 = "7e651ea8d262d2d74ce75fdf47c4d63c07dba7a6"
 uuid = "35492f91-a3bd-45ad-95db-fcad7dcfedb7"
-version = "1.1.1"
+version = "1.2.0"
 
 [[deps.AliasTables]]
 deps = ["PtrArrays", "Random"]
@@ -54,7 +54,7 @@ version = "0.4.1"
 
 [[deps.ArgTools]]
 uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
-version = "1.1.1"
+version = "1.1.2"
 
 [[deps.ArnoldiMethod]]
 deps = ["LinearAlgebra", "Random", "StaticArrays"]
@@ -82,12 +82,13 @@ version = "0.1.29"
 
 [[deps.Artifacts]]
 uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
+version = "1.11.0"
 
 [[deps.Automa]]
-deps = ["PrecompileTools", "TranscodingStreams"]
-git-tree-sha1 = "014bc22d6c400a7703c0f5dc1fdc302440cf88be"
+deps = ["PrecompileTools", "SIMD", "TranscodingStreams"]
+git-tree-sha1 = "a8f503e8e1a5f583fbef15a8440c8c7e32185df2"
 uuid = "67c07d97-cdcb-5c2c-af73-a7f9c32a568b"
-version = "1.0.4"
+version = "1.1.0"
 
 [[deps.AxisAlgorithms]]
 deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"]
@@ -103,12 +104,13 @@ version = "0.4.7"
 
 [[deps.Base64]]
 uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
+version = "1.11.0"
 
 [[deps.Baysor]]
 deps = ["Base64", "CSV", "CairoMakie", "CategoricalArrays", "ColorSchemes", "Colors", "Comonicon", "Compat", "Configurations", "DataFrames", "Dates", "Deneb", "Distances", "Distributions", "FastRandPCA", "FileIO", "FiniteDiff", "GeometricalPredicates", "Graphs", "HDF5", "ImageCore", "ImageIO", "ImageMagick", "ImageMorphology", "JSON", "LazyModules", "LibGit2", "LinearAlgebra", "Logging", "MAT", "Makie", "MultivariateStats", "NearestNeighbors", "OrderedCollections", "Parquet", "Pipe", "Pkg", "ProgressMeter", "Random", "SparseArrays", "StaticArrays", "Statistics", "StatsBase", "Test", "UMAP", "UUIDs", "VoronoiDelaunay"]
-path = "/Users/vpetukhov/.julia/dev/Baysor"
+path = "/home/vpetukhov/.julia/dev/Baysor"
 uuid = "cc9f9468-1fbe-11e9-0acf-e9460511877c"
-version = "0.7.0"
+version = "0.7.1"
 
 [[deps.BufferedStreams]]
 git-tree-sha1 = "6863c5b7fc997eadcabdbaf6c5f201dc30032643"
@@ -117,9 +119,9 @@ version = "1.2.2"
 
 [[deps.Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "9e2a6b69137e6969bab0152632dcb3bc108c8bdd"
+git-tree-sha1 = "8873e196c2eb87962a2048b3b8e08946535864a1"
 uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
-version = "1.0.8+1"
+version = "1.0.8+2"
 
 [[deps.CEnum]]
 git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
@@ -128,12 +130,7 @@ version = "0.5.0"
 
 [[deps.CRC32c]]
 uuid = "8bf52ea8-c179-5cab-976a-9e18b702a9bc"
-
-[[deps.CRlibm]]
-deps = ["CRlibm_jll"]
-git-tree-sha1 = "32abd86e3c2025db5172aa182b982debed519834"
-uuid = "96374032-68de-5a5b-8d9e-752f78720389"
-version = "1.0.1"
+version = "1.11.0"
 
 [[deps.CRlibm_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -143,15 +140,15 @@ version = "1.0.1+0"
 
 [[deps.CSV]]
 deps = ["CodecZlib", "Dates", "FilePathsBase", "InlineStrings", "Mmap", "Parsers", "PooledArrays", "PrecompileTools", "SentinelArrays", "Tables", "Unicode", "WeakRefStrings", "WorkerUtilities"]
-git-tree-sha1 = "6c834533dc1fabd820c1db03c839bf97e45a3fab"
+git-tree-sha1 = "deddd8725e5e1cc49ee205a1964256043720a6c3"
 uuid = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
-version = "0.10.14"
+version = "0.10.15"
 
 [[deps.Cairo]]
 deps = ["Cairo_jll", "Colors", "Glib_jll", "Graphics", "Libdl", "Pango_jll"]
-git-tree-sha1 = "7b6ad8c35f4bc3bca8eb78127c8b99719506a5fb"
+git-tree-sha1 = "71aa551c5c33f1a4415867fe06b7844faadb0ae9"
 uuid = "159f3aea-2a34-519c-b102-8c37f9878175"
-version = "1.1.0"
+version = "1.1.1"
 
 [[deps.CairoMakie]]
 deps = ["CRC32c", "Cairo", "Cairo_jll", "Colors", "FileIO", "FreeType", "GeometryBasics", "LinearAlgebra", "Makie", "PrecompileTools"]
@@ -161,9 +158,9 @@ version = "0.12.9"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
-git-tree-sha1 = "a2f1c8c668c8e3cb4cca4e57a8efdb09067bb3fd"
+git-tree-sha1 = "009060c9a6168704143100f36ab08f06c2af4642"
 uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a"
-version = "1.18.0+2"
+version = "1.18.2+1"
 
 [[deps.CategoricalArrays]]
 deps = ["DataAPI", "Future", "Missings", "Printf", "Requires", "Statistics", "Unicode"]
@@ -185,9 +182,9 @@ version = "0.10.8"
 
 [[deps.ChainRulesCore]]
 deps = ["Compat", "LinearAlgebra"]
-git-tree-sha1 = "71acdbf594aab5bbb2cec89b208c41b4c411e49f"
+git-tree-sha1 = "3e4b134270b372f2ed4d4d0e936aabaefc1802bc"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.24.0"
+version = "1.25.0"
 weakdeps = ["SparseArrays"]
 
     [deps.ChainRulesCore.extensions]
@@ -201,9 +198,9 @@ version = "0.7.6"
 
 [[deps.CodecZstd]]
 deps = ["TranscodingStreams", "Zstd_jll"]
-git-tree-sha1 = "5e41a52bec3b0881a7eb54f5391b779994504186"
+git-tree-sha1 = "d0073f473757f0d39ac9707f1eb03b431573cbd8"
 uuid = "6b39b394-51ab-5f42-8807-6242bab2b4c2"
-version = "0.8.5"
+version = "0.8.6"
 
 [[deps.ColorBrewer]]
 deps = ["Colors", "JSON", "Test"]
@@ -249,9 +246,9 @@ version = "1.0.8"
 
 [[deps.Compat]]
 deps = ["TOML", "UUIDs"]
-git-tree-sha1 = "b1c55339b7c6c350ee89f2c1604299660525b248"
+git-tree-sha1 = "8ae8d32e09f0dcf42a36b90d4e17f5dd2e4c4215"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.15.0"
+version = "4.16.0"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -295,10 +292,10 @@ uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a"
 version = "1.16.0"
 
 [[deps.DataFrames]]
-deps = ["Compat", "DataAPI", "DataStructures", "Future", "InlineStrings", "InvertedIndices", "IteratorInterfaceExtensions", "LinearAlgebra", "Markdown", "Missings", "PooledArrays", "PrecompileTools", "PrettyTables", "Printf", "REPL", "Random", "Reexport", "SentinelArrays", "SortingAlgorithms", "Statistics", "TableTraits", "Tables", "Unicode"]
-git-tree-sha1 = "04c738083f29f86e62c8afc341f0967d8717bdb8"
+deps = ["Compat", "DataAPI", "DataStructures", "Future", "InlineStrings", "InvertedIndices", "IteratorInterfaceExtensions", "LinearAlgebra", "Markdown", "Missings", "PooledArrays", "PrecompileTools", "PrettyTables", "Printf", "Random", "Reexport", "SentinelArrays", "SortingAlgorithms", "Statistics", "TableTraits", "Tables", "Unicode"]
+git-tree-sha1 = "fb61b4812c49343d7ef0b533ba982c46021938a6"
 uuid = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
-version = "1.6.1"
+version = "1.7.0"
 
 [[deps.DataStructures]]
 deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
@@ -314,6 +311,7 @@ version = "1.0.0"
 [[deps.Dates]]
 deps = ["Printf"]
 uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"
+version = "1.11.0"
 
 [[deps.Decimals]]
 git-tree-sha1 = "e98abef36d02a0ec385d68cd7dadbce9b28cbd88"
@@ -327,10 +325,10 @@ uuid = "3f0dd361-4fe0-5fc6-8523-80b14ec94d85"
 version = "1.1.0"
 
 [[deps.DelaunayTriangulation]]
-deps = ["AdaptivePredicates", "EnumX", "ExactPredicates", "Random"]
-git-tree-sha1 = "46f12daa85e5acc0ea5d5f9f8c3f1fc679e0f7e5"
+deps = ["AdaptivePredicates", "EnumX", "ExactPredicates", "PrecompileTools", "Random"]
+git-tree-sha1 = "89df54fbe66e5872d91d8c2cd3a375f660c3fd64"
 uuid = "927a84f5-c5f4-47a5-9785-b46e178433df"
-version = "1.2.0"
+version = "1.6.1"
 
 [[deps.Deneb]]
 deps = ["DefaultApplication", "JSON", "MultilineStrings", "NodeJS_18_jll", "REPL", "Tables", "UUIDs"]
@@ -352,9 +350,9 @@ version = "1.15.1"
 
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
-git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
+git-tree-sha1 = "c7e3a542b999843086e2f29dac96a618c105be1d"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.10.11"
+version = "0.10.12"
 weakdeps = ["ChainRulesCore", "SparseArrays"]
 
     [deps.Distances.extensions]
@@ -364,12 +362,13 @@ weakdeps = ["ChainRulesCore", "SparseArrays"]
 [[deps.Distributed]]
 deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
+version = "1.11.0"
 
 [[deps.Distributions]]
 deps = ["AliasTables", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "e6c693a0e4394f8fda0e51a5bdf5aef26f8235e9"
+git-tree-sha1 = "3101c32aab536e7a27b1763c0797dba151b899ad"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.111"
+version = "0.25.113"
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
@@ -409,16 +408,11 @@ git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
 uuid = "4e289a0a-7415-4d19-859d-a7e5c4648b56"
 version = "1.0.4"
 
-[[deps.ErrorfreeArithmetic]]
-git-tree-sha1 = "d6863c556f1142a061532e79f611aa46be201686"
-uuid = "90fa49ef-747e-5e6f-a989-263ba693cf1a"
-version = "0.5.2"
-
 [[deps.ExactPredicates]]
-deps = ["IntervalArithmetic", "Random", "StaticArraysCore"]
-git-tree-sha1 = "499b1ca78f6180c8f8bdf1cabde2d39120229e5c"
+deps = ["IntervalArithmetic", "Random", "StaticArrays"]
+git-tree-sha1 = "b3f2ff58735b5f024c392fde763f29b057e4b025"
 uuid = "429591f6-91af-11e9-00e2-59fbe8cec110"
-version = "2.2.6"
+version = "2.2.8"
 
 [[deps.Expat_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -450,9 +444,9 @@ version = "1.8.0"
 
 [[deps.FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "c6033cc3892d0ef5bb9cd29b7f2f0331ea5184ea"
+git-tree-sha1 = "4d81ed14783ec49ce9f2e168208a12ce1815aa25"
 uuid = "f5851436-0d7a-5f13-b9de-f02708fd171a"
-version = "3.3.10+0"
+version = "3.3.10+1"
 
 [[deps.FastRandPCA]]
 deps = ["KrylovKit", "LinearAlgebra", "Random", "SparseArrays"]
@@ -460,17 +454,11 @@ git-tree-sha1 = "38c2266a16e66e446ece85eccda49044fd47998a"
 uuid = "cd768af4-c647-49d3-847e-9c96ab5a17a9"
 version = "0.2.1"
 
-[[deps.FastRounding]]
-deps = ["ErrorfreeArithmetic", "LinearAlgebra"]
-git-tree-sha1 = "6344aa18f654196be82e62816935225b3b9abe44"
-uuid = "fa42c844-2597-5d31-933b-ebd51ab2693f"
-version = "0.3.1"
-
 [[deps.FileIO]]
 deps = ["Pkg", "Requires", "UUIDs"]
-git-tree-sha1 = "82d8afa92ecf4b52d78d869f038ebfb881267322"
+git-tree-sha1 = "91e0e5c68d02bcdaae76d3c8ceb4361e8f28d2e9"
 uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
-version = "1.16.3"
+version = "1.16.5"
 
 [[deps.FilePaths]]
 deps = ["FilePathsBase", "MacroTools", "Reexport", "Requires"]
@@ -491,6 +479,7 @@ weakdeps = ["Mmap", "Test"]
 
 [[deps.FileWatching]]
 uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
+version = "1.11.0"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra"]
@@ -529,9 +518,9 @@ version = "1.3.7"
 
 [[deps.ForwardDiff]]
 deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "LinearAlgebra", "LogExpFunctions", "NaNMath", "Preferences", "Printf", "Random", "SpecialFunctions"]
-git-tree-sha1 = "cf0fe81336da9fb90944683b8c41984b08793dad"
+git-tree-sha1 = "a2df1b776752e3f344e5116c06d75a10436ab853"
 uuid = "f6369f11-7733-5829-9624-2563aa707210"
-version = "0.10.36"
+version = "0.10.38"
 weakdeps = ["StaticArrays"]
 
     [deps.ForwardDiff.extensions]
@@ -551,9 +540,9 @@ version = "2.13.2+0"
 
 [[deps.FreeTypeAbstraction]]
 deps = ["ColorVectorSpace", "Colors", "FreeType", "GeometryBasics"]
-git-tree-sha1 = "2493cdfd0740015955a8e46de4ef28f49460d8bc"
+git-tree-sha1 = "77e2b094e61d939f9626181ab23d0b76e78f9fd3"
 uuid = "663a7486-cb36-511b-a19d-713bb74d65c9"
-version = "0.10.3"
+version = "0.10.5"
 
 [[deps.FriBidi_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -564,6 +553,7 @@ version = "1.0.14+0"
 [[deps.Future]]
 deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
+version = "1.11.0"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -578,9 +568,9 @@ version = "0.4.2"
 
 [[deps.GeoInterface]]
 deps = ["Extents", "GeoFormatTypes"]
-git-tree-sha1 = "5921fc0704e40c024571eca551800c699f86ceb4"
+git-tree-sha1 = "826b4fd69438d9ce4d2b19de6bc2f970f45f0f88"
 uuid = "cf35fbd7-0cd7-5166-be24-54bfbe79505f"
-version = "1.3.6"
+version = "1.3.8"
 
 [[deps.GeometricalPredicates]]
 git-tree-sha1 = "6c9f24b54b8bf2e3496b5b3c25f5a0aebacd95d5"
@@ -613,15 +603,15 @@ version = "1.3.1"
 
 [[deps.Git_jll]]
 deps = ["Artifacts", "Expat_jll", "JLLWrappers", "LibCURL_jll", "Libdl", "Libiconv_jll", "OpenSSL_jll", "PCRE2_jll", "Zlib_jll"]
-git-tree-sha1 = "d18fb8a1f3609361ebda9bf029b60fd0f120c809"
+git-tree-sha1 = "ea372033d09e4552a04fd38361cd019f9003f4f4"
 uuid = "f8c6e375-362e-5223-8a59-34ff63f689eb"
-version = "2.44.0+2"
+version = "2.46.2+0"
 
 [[deps.Glib_jll]]
 deps = ["Artifacts", "Gettext_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Zlib_jll"]
-git-tree-sha1 = "7c82e6a6cd34e9d935e9aa4051b66c6ff3af59ba"
+git-tree-sha1 = "674ff0db93fffcd11a3573986e550d66cd4fd71f"
 uuid = "7746bdde-850d-59dc-9ae8-88ece973131d"
-version = "2.80.2+0"
+version = "2.80.5+0"
 
 [[deps.Glob]]
 git-tree-sha1 = "97285bbd5230dd766e9ef6749b80fc617126d496"
@@ -630,9 +620,9 @@ version = "1.3.1"
 
 [[deps.Graphics]]
 deps = ["Colors", "LinearAlgebra", "NaNMath"]
-git-tree-sha1 = "d61890399bc535850c4bf08e4e0d3a7ad0f21cbd"
+git-tree-sha1 = "a641238db938fff9b2f60d08ed9030387daf428c"
 uuid = "a2bd30eb-e257-5431-a919-1863eab51364"
-version = "1.1.2"
+version = "1.1.3"
 
 [[deps.Graphite2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -642,9 +632,9 @@ version = "1.3.14+0"
 
 [[deps.Graphs]]
 deps = ["ArnoldiMethod", "Compat", "DataStructures", "Distributed", "Inflate", "LinearAlgebra", "Random", "SharedArrays", "SimpleTraits", "SparseArrays", "Statistics"]
-git-tree-sha1 = "ebd18c326fa6cee1efb7da9a3b45cf69da2ed4d9"
+git-tree-sha1 = "1dc470db8b1131cfc7fb4c115de89fe391b9e780"
 uuid = "86223c79-3864-5bf0-83f7-82e725a168b6"
-version = "1.11.2"
+version = "1.12.0"
 
 [[deps.GridLayoutBase]]
 deps = ["GeometryBasics", "InteractiveUtils", "Observables"]
@@ -664,10 +654,10 @@ uuid = "f67ccb44-e63f-5c2f-98bd-6dc0ccc4ba2f"
 version = "0.16.16"
 
 [[deps.HDF5_jll]]
-deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LazyArtifacts", "LibCURL_jll", "Libdl", "MPICH_jll", "MPIPreferences", "MPItrampoline_jll", "MicrosoftMPI_jll", "OpenMPI_jll", "OpenSSL_jll", "TOML", "Zlib_jll", "libaec_jll"]
-git-tree-sha1 = "82a471768b513dc39e471540fdadc84ff80ff997"
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LLVMOpenMP_jll", "LazyArtifacts", "LibCURL_jll", "Libdl", "MPICH_jll", "MPIPreferences", "MPItrampoline_jll", "MicrosoftMPI_jll", "OpenMPI_jll", "OpenSSL_jll", "TOML", "Zlib_jll", "libaec_jll"]
+git-tree-sha1 = "38c8874692d48d5440d5752d6c74b0c6b0b60739"
 uuid = "0234f1f7-429e-5d53-9886-15a909be8d59"
-version = "1.14.3+3"
+version = "1.14.2+1"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll"]
@@ -677,15 +667,15 @@ version = "8.3.1+0"
 
 [[deps.Hwloc_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "5e19e1e4fa3e71b774ce746274364aef0234634e"
+git-tree-sha1 = "50aedf345a709ab75872f80a2779568dc0bb461b"
 uuid = "e33a78d0-f292-5ffc-b300-72abe9b543c8"
-version = "2.11.1+0"
+version = "2.11.2+1"
 
 [[deps.HypergeometricFunctions]]
 deps = ["LinearAlgebra", "OpenLibm_jll", "SpecialFunctions"]
-git-tree-sha1 = "7c4195be1649ae622304031ed46a2f4df989f1eb"
+git-tree-sha1 = "b1c2585431c382e3fe5805874bda6aea90a95de9"
 uuid = "34004b35-14d8-5ef3-9330-4cdb6864b03a"
-version = "0.3.24"
+version = "0.3.25"
 
 [[deps.IOCapture]]
 deps = ["Logging", "Random"]
@@ -718,16 +708,16 @@ uuid = "82e4d734-157c-48bb-816b-45c225c6df19"
 version = "0.6.8"
 
 [[deps.ImageMagick]]
-deps = ["FileIO", "ImageCore", "ImageMagick_jll", "InteractiveUtils"]
-git-tree-sha1 = "8e2eae13d144d545ef829324f1f0a5a4fe4340f3"
+deps = ["FileIO", "ImageCore", "ImageMagick_jll", "InteractiveUtils", "Libdl", "Pkg", "Random"]
+git-tree-sha1 = "5bc1cb62e0c5f1005868358db0692c994c3a13c6"
 uuid = "6218d12a-5da1-5696-b52f-db25d2ecc6d1"
-version = "1.3.1"
+version = "1.2.1"
 
 [[deps.ImageMagick_jll]]
-deps = ["Artifacts", "Ghostscript_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "OpenJpeg_jll", "Pkg", "Zlib_jll", "libpng_jll"]
-git-tree-sha1 = "8d2e786fd090199a91ecbf4a66d03aedd0fb24d4"
+deps = ["Artifacts", "Ghostscript_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "OpenJpeg_jll", "Zlib_jll", "libpng_jll"]
+git-tree-sha1 = "d65554bad8b16d9562050c67e7223abf91eaba2f"
 uuid = "c73af94c-d91f-53ed-93a7-00f77d67a9d7"
-version = "6.9.11+4"
+version = "6.9.13+0"
 
 [[deps.ImageMetadata]]
 deps = ["AxisArrays", "ImageAxes", "ImageBase", "ImageCore"]
@@ -779,6 +769,7 @@ version = "2024.2.1+0"
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
 uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
+version = "1.11.0"
 
 [[deps.Interpolations]]
 deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "Requires", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"]
@@ -791,22 +782,38 @@ weakdeps = ["Unitful"]
     InterpolationsUnitfulExt = "Unitful"
 
 [[deps.IntervalArithmetic]]
-deps = ["CRlibm", "EnumX", "FastRounding", "LinearAlgebra", "Markdown", "Random", "RecipesBase", "RoundingEmulator", "SetRounding", "StaticArrays"]
-git-tree-sha1 = "f59e639916283c1d2e106d2b00910b50f4dab76c"
+deps = ["CRlibm_jll", "LinearAlgebra", "MacroTools", "RoundingEmulator"]
+git-tree-sha1 = "24c095b1ec7ee58b936985d31d5df92f9b9cfebb"
 uuid = "d1acc4aa-44c8-5952-acd4-ba5d80a2a253"
-version = "0.21.2"
+version = "0.22.19"
+
+    [deps.IntervalArithmetic.extensions]
+    IntervalArithmeticDiffRulesExt = "DiffRules"
+    IntervalArithmeticForwardDiffExt = "ForwardDiff"
+    IntervalArithmeticIntervalSetsExt = "IntervalSets"
+    IntervalArithmeticRecipesBaseExt = "RecipesBase"
+
+    [deps.IntervalArithmetic.weakdeps]
+    DiffRules = "b552c78f-8df3-52c6-915a-8e097449b14b"
+    ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
+    IntervalSets = "8197267c-284f-5f27-9208-e0e47529a953"
+    RecipesBase = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
 
 [[deps.IntervalSets]]
 git-tree-sha1 = "dba9ddf07f77f60450fe5d2e2beb9854d9a49bd0"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
 version = "0.7.10"
-weakdeps = ["Random", "RecipesBase", "Statistics"]
 
     [deps.IntervalSets.extensions]
     IntervalSetsRandomExt = "Random"
     IntervalSetsRecipesBaseExt = "RecipesBase"
     IntervalSetsStatisticsExt = "Statistics"
 
+    [deps.IntervalSets.weakdeps]
+    Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
+    RecipesBase = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
+    Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
+
 [[deps.InvertedIndices]]
 git-tree-sha1 = "0dc7b50b8d436461be01300fd8cd45aa0274b038"
 uuid = "41ab1584-1d38-5bbf-9106-f11c6c58b48f"
@@ -835,9 +842,9 @@ version = "1.0.0"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
-git-tree-sha1 = "f389674c99bfcde17dc57454011aa44d5a260a40"
+git-tree-sha1 = "be3dc50a92e5a386872a493a10050136d4703f9b"
 uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210"
-version = "1.6.0"
+version = "1.6.1"
 
 [[deps.JSON]]
 deps = ["Dates", "Mmap", "Parsers", "Unicode"]
@@ -853,9 +860,9 @@ version = "0.1.5"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "c84a835e1a09b289ffcd2271bf2a337bbdda6637"
+git-tree-sha1 = "25ee0be4d43d0269027024d75a24c24d6c6e590c"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "3.0.3+0"
+version = "3.0.4+0"
 
 [[deps.KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
@@ -876,36 +883,37 @@ uuid = "c1c5ebd0-6772-5130-a774-d5fcae4a789d"
 version = "3.100.2+0"
 
 [[deps.LERC_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "bf36f528eec6634efc60d7ec062008f171071434"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "36bdbc52f13a7d1dcb0f3cd694e01677a515655b"
 uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
-version = "3.0.0+1"
+version = "4.0.0+0"
 
 [[deps.LLVMOpenMP_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "e16271d212accd09d52ee0ae98956b8a05c4b626"
+git-tree-sha1 = "78211fb6cbc872f77cad3fc0b6cf647d923f4929"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "17.0.6+0"
+version = "18.1.7+0"
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "70c5da094887fd2cae843b8db33920bac4b6f07d"
+git-tree-sha1 = "854a9c268c43b77b0a27f22d7fab8d33cdb3a731"
 uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
-version = "2.10.2+0"
+version = "2.10.2+1"
 
 [[deps.LaTeXStrings]]
-git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
+git-tree-sha1 = "dda21b8cbd6a6c40d9d02a73230f9d70fed6918c"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.3.1"
+version = "1.4.0"
 
 [[deps.LazilyInitializedFields]]
-git-tree-sha1 = "8f7f3cabab0fd1800699663533b6d5cb3fc0e612"
+git-tree-sha1 = "0f2da712350b020bc3957f269c9caad516383ee0"
 uuid = "0e77f7df-68c5-4e49-93ce-4cd80f5598bf"
-version = "1.2.2"
+version = "1.3.0"
 
 [[deps.LazyArtifacts]]
 deps = ["Artifacts", "Pkg"]
 uuid = "4af54fe1-eca0-43a8-85a7-787d91b784e3"
+version = "1.11.0"
 
 [[deps.LazyModules]]
 git-tree-sha1 = "a560dd966b386ac9ae60bdd3a3d3a326062d3c3e"
@@ -920,16 +928,17 @@ version = "0.6.4"
 [[deps.LibCURL_jll]]
 deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll", "Zlib_jll", "nghttp2_jll"]
 uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0"
-version = "8.4.0+0"
+version = "8.6.0+0"
 
 [[deps.LibGit2]]
 deps = ["Base64", "LibGit2_jll", "NetworkOptions", "Printf", "SHA"]
 uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
+version = "1.11.0"
 
 [[deps.LibGit2_jll]]
 deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll"]
 uuid = "e37daf67-58a4-590a-8e99-b0245dd2ffc5"
-version = "1.6.4+0"
+version = "1.7.2+0"
 
 [[deps.LibSSH2_jll]]
 deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
@@ -938,6 +947,7 @@ version = "1.11.0+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
+version = "1.11.0"
 
 [[deps.Libffi_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -947,21 +957,21 @@ version = "3.2.2+1"
 
 [[deps.Libgcrypt_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgpg_error_jll"]
-git-tree-sha1 = "9fd170c4bbfd8b935fdc5f8b7aa33532c991a673"
+git-tree-sha1 = "8be878062e0ffa2c3f67bb58a595375eda5de80b"
 uuid = "d4300ac3-e22c-5743-9152-c294e39db1e4"
-version = "1.8.11+0"
+version = "1.11.0+0"
 
 [[deps.Libgpg_error_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "fbb1f2bef882392312feb1ede3615ddc1e9b99ed"
+git-tree-sha1 = "c6ce1e19f3aec9b59186bdf06cdf3c4fc5f5f3e6"
 uuid = "7add5ba3-2f88-524e-9cd5-f83b8a55f7b8"
-version = "1.49.0+0"
+version = "1.50.0+0"
 
 [[deps.Libiconv_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "f9557a255370125b405568f9767d6d195822a175"
+git-tree-sha1 = "61dfdba58e585066d8bce214c5a51eaa0539f269"
 uuid = "94ce4f54-9a6c-5748-9c1c-f9c7231a4531"
-version = "1.17.0+0"
+version = "1.17.0+1"
 
 [[deps.Libmount_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -970,10 +980,10 @@ uuid = "4b2f31a3-9ecc-558c-b454-b3730dcb73e9"
 version = "2.40.1+0"
 
 [[deps.Libtiff_jll]]
-deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "LERC_jll", "Libdl", "Pkg", "Zlib_jll", "Zstd_jll"]
-git-tree-sha1 = "3eb79b0ca5764d4799c06699573fd8f533259713"
+deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "LERC_jll", "Libdl", "XZ_jll", "Zlib_jll", "Zstd_jll"]
+git-tree-sha1 = "b404131d06f7886402758c9ce2214b636eb4d54a"
 uuid = "89763e89-9b03-5906-acba-b20f662cd828"
-version = "4.4.0+0"
+version = "4.7.0+0"
 
 [[deps.Libuuid_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -984,12 +994,13 @@ version = "2.40.1+0"
 [[deps.LinearAlgebra]]
 deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"]
 uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
+version = "1.11.0"
 
 [[deps.LittleCMS_jll]]
-deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pkg"]
-git-tree-sha1 = "110897e7db2d6836be22c18bffd9422218ee6284"
+deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll"]
+git-tree-sha1 = "fa7fd067dca76cadd880f1ca937b4f387975a9f5"
 uuid = "d3a379c0-f9a3-5b72-a4c0-6bf4d2e8af0f"
-version = "2.12.0+0"
+version = "2.16.0+0"
 
 [[deps.LittleEndianBase128]]
 deps = ["Test"]
@@ -1015,6 +1026,7 @@ version = "0.3.28"
 
 [[deps.Logging]]
 uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"
+version = "1.11.0"
 
 [[deps.LsqFit]]
 deps = ["Distributions", "ForwardDiff", "LinearAlgebra", "NLSolversBase", "Printf", "StatsAPI"]
@@ -1024,9 +1036,9 @@ version = "0.15.0"
 
 [[deps.Lz4_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "7f26c8fc5229e68484e0b3447312c98e16207d11"
+git-tree-sha1 = "abf88ff67f4fd89839efcae2f4c39cbc4ecd0846"
 uuid = "5ced341a-0733-55b8-9ab6-a4889d929147"
-version = "1.10.0+0"
+version = "1.10.0+1"
 
 [[deps.MAT]]
 deps = ["BufferedStreams", "CodecZlib", "HDF5", "SparseArrays"]
@@ -1042,9 +1054,9 @@ version = "2024.2.0+0"
 
 [[deps.MPICH_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Hwloc_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "MPIPreferences", "TOML"]
-git-tree-sha1 = "19d4bd098928a3263693991500d05d74dbdc2004"
+git-tree-sha1 = "7715e65c47ba3941c502bffb7f266a41a7f54423"
 uuid = "7cb0a576-ebde-5e09-9194-50597f1243b4"
-version = "4.2.2+0"
+version = "4.2.3+0"
 
 [[deps.MPIPreferences]]
 deps = ["Libdl", "Preferences"]
@@ -1054,9 +1066,9 @@ version = "0.1.11"
 
 [[deps.MPItrampoline_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "MPIPreferences", "TOML"]
-git-tree-sha1 = "8c35d5420193841b2f367e658540e8d9e0601ed0"
+git-tree-sha1 = "70e830dab5d0775183c99fc75e4c24c614ed7142"
 uuid = "f1f71cc9-e9ae-5b93-9b94-4fe0e1ad3748"
-version = "5.4.0+0"
+version = "5.5.1+0"
 
 [[deps.MacroTools]]
 deps = ["Markdown", "Random"]
@@ -1084,6 +1096,7 @@ version = "0.4.2"
 [[deps.Markdown]]
 deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
+version = "1.11.0"
 
 [[deps.MarkdownAST]]
 deps = ["AbstractTrees", "Markdown"]
@@ -1093,14 +1106,14 @@ version = "0.1.2"
 
 [[deps.MathTeXEngine]]
 deps = ["AbstractTrees", "Automa", "DataStructures", "FreeTypeAbstraction", "GeometryBasics", "LaTeXStrings", "REPL", "RelocatableFolders", "UnicodeFun"]
-git-tree-sha1 = "e1641f32ae592e415e3dbae7f4a188b5316d4b62"
+git-tree-sha1 = "f45c8916e8385976e1ccd055c9874560c257ab13"
 uuid = "0a4f8689-d25c-4efe-a92b-7142dfc1aa53"
-version = "0.6.1"
+version = "0.6.2"
 
 [[deps.MbedTLS_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
-version = "2.28.2+1"
+version = "2.28.6+0"
 
 [[deps.MicrosoftMPI_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1116,6 +1129,7 @@ version = "1.2.0"
 
 [[deps.Mmap]]
 uuid = "a63ad114-7e13-5084-954f-fe012c677804"
+version = "1.11.0"
 
 [[deps.MosaicViews]]
 deps = ["MappedArrays", "OffsetArrays", "PaddedViews", "StackViews"]
@@ -1125,7 +1139,7 @@ version = "0.3.4"
 
 [[deps.MozillaCACerts_jll]]
 uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
-version = "2023.1.10"
+version = "2023.12.12"
 
 [[deps.MultilineStrings]]
 git-tree-sha1 = "3214216b069fb1bc329f55094681e06b64a51022"
@@ -1158,9 +1172,9 @@ version = "0.3.6"
 
 [[deps.NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "91a67b4d73842da90b526011fa85c5c4c9343fe0"
+git-tree-sha1 = "8a3271d8309285f4db73b4f662b1b290c715e85e"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.18"
+version = "0.4.21"
 
 [[deps.Netpbm]]
 deps = ["FileIO", "ImageCore", "ImageMetadata"]
@@ -1201,13 +1215,13 @@ version = "1.3.5+1"
 [[deps.OpenBLAS_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
 uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
-version = "0.3.23+4"
+version = "0.3.27+1"
 
 [[deps.OpenEXR]]
 deps = ["Colors", "FileIO", "OpenEXR_jll"]
-git-tree-sha1 = "327f53360fdb54df7ecd01e96ef1983536d1e633"
+git-tree-sha1 = "97db9e07fe2091882c765380ef58ec553074e9c7"
 uuid = "52e1d378-f018-4a11-a4be-720524705ac7"
-version = "0.3.2"
+version = "0.3.3"
 
 [[deps.OpenEXR_jll]]
 deps = ["Artifacts", "Imath_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
@@ -1216,10 +1230,10 @@ uuid = "18a262bb-aa17-5467-a713-aee519bc75cb"
 version = "3.2.4+0"
 
 [[deps.OpenJpeg_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libtiff_jll", "LittleCMS_jll", "Pkg", "libpng_jll"]
-git-tree-sha1 = "76374b6e7f632c130e78100b166e5a48464256f8"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libtiff_jll", "LittleCMS_jll", "libpng_jll"]
+git-tree-sha1 = "f4cb457ffac5f5cf695699f82c537073958a6a6c"
 uuid = "643b3616-a352-519d-856d-80112ee9badc"
-version = "2.4.0+0"
+version = "2.5.2+0"
 
 [[deps.OpenLibm_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1227,16 +1241,16 @@ uuid = "05823500-19ac-5b8b-9628-191a04bc5112"
 version = "0.8.1+2"
 
 [[deps.OpenMPI_jll]]
-deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "MPIPreferences", "TOML"]
-git-tree-sha1 = "e25c1778a98e34219a00455d6e4384e017ea9762"
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "Hwloc_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "MPIPreferences", "TOML", "Zlib_jll"]
+git-tree-sha1 = "bfce6d523861a6c562721b262c0d1aaeead2647f"
 uuid = "fe0851c0-eecd-5654-98d4-656369965a5c"
-version = "4.1.6+0"
+version = "5.0.5+0"
 
 [[deps.OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "1b35263570443fdd9e76c76b7062116e2f374ab8"
+git-tree-sha1 = "7493f61f55a6cce7325f197443aa80d32554ba10"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "3.0.15+0"
+version = "3.0.15+1"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1274,9 +1288,9 @@ version = "0.4.3"
 
 [[deps.PackageCompiler]]
 deps = ["Artifacts", "Glob", "LazyArtifacts", "Libdl", "Pkg", "Printf", "RelocatableFolders", "TOML", "UUIDs", "p7zip_jll"]
-git-tree-sha1 = "48d4429862157ad5500c4f61444db1b8c32e0a2b"
+git-tree-sha1 = "cc6b349a4189664462469ecfc27b27c369b0c645"
 uuid = "9b87118b-4619-50d2-8e1e-99f35a4d4d9d"
-version = "2.1.17"
+version = "2.1.22"
 
 [[deps.Packing]]
 deps = ["GeometryBasics"]
@@ -1320,9 +1334,13 @@ uuid = "30392449-352a-5448-841d-b1acce4e97dc"
 version = "0.43.4+0"
 
 [[deps.Pkg]]
-deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]
+deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "Random", "SHA", "TOML", "Tar", "UUIDs", "p7zip_jll"]
 uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
-version = "1.10.0"
+version = "1.11.0"
+weakdeps = ["REPL"]
+
+    [deps.Pkg.extensions]
+    REPLExt = "REPL"
 
 [[deps.PkgVersion]]
 deps = ["Pkg"]
@@ -1331,10 +1349,10 @@ uuid = "eebad327-c553-4316-9ea0-9fa01ccd7688"
 version = "0.3.3"
 
 [[deps.PlotUtils]]
-deps = ["ColorSchemes", "Colors", "Dates", "PrecompileTools", "Printf", "Random", "Reexport", "Statistics"]
-git-tree-sha1 = "7b1a9df27f072ac4c9c7cbe5efb198489258d1f5"
+deps = ["ColorSchemes", "Colors", "Dates", "PrecompileTools", "Printf", "Random", "Reexport", "StableRNGs", "Statistics"]
+git-tree-sha1 = "3ca9a356cd2e113c420f2c13bea19f8d3fb1cb18"
 uuid = "995b91a9-d308-5afd-9ec6-746e21dbc043"
-version = "1.4.1"
+version = "1.4.3"
 
 [[deps.PolygonOps]]
 git-tree-sha1 = "77b3d3605fc1cd0b42d95eba87dfcd2bf67d5ff6"
@@ -1361,19 +1379,20 @@ version = "1.4.3"
 
 [[deps.PrettyTables]]
 deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
-git-tree-sha1 = "66b20dd35966a748321d3b2537c4584cf40387c7"
+git-tree-sha1 = "1101cd475833706e4d0e7b122218257178f48f34"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "2.3.2"
+version = "2.4.0"
 
 [[deps.Printf]]
 deps = ["Unicode"]
 uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
+version = "1.11.0"
 
 [[deps.ProgressMeter]]
 deps = ["Distributed", "Printf"]
-git-tree-sha1 = "d7a7aef8f8f2d537104f170139553b14dfe39fe9"
+git-tree-sha1 = "8f6bc219586aef8baf0ff9a5fe16ee9c70cb65e4"
 uuid = "92933f4c-e287-5a05-a399-4b506db050ca"
-version = "1.7.2"
+version = "1.10.2"
 
 [[deps.PtrArrays]]
 git-tree-sha1 = "77a42d78b6a92df47ab37e177b2deac405e1c88f"
@@ -1382,15 +1401,15 @@ version = "1.2.1"
 
 [[deps.QOI]]
 deps = ["ColorTypes", "FileIO", "FixedPointNumbers"]
-git-tree-sha1 = "18e8f4d1426e965c7b532ddd260599e1510d26ce"
+git-tree-sha1 = "8b3fc30bc0390abdce15f8822c889f669baed73d"
 uuid = "4b34888f-f399-49d4-9bb3-47ed5cae4e65"
-version = "1.0.0"
+version = "1.0.1"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
-git-tree-sha1 = "1d587203cf851a51bf1ea31ad7ff89eff8d625ea"
+git-tree-sha1 = "cda3b045cf9ef07a08ad46731f5a3165e56cf3da"
 uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
-version = "2.11.0"
+version = "2.11.1"
 
     [deps.QuadGK.extensions]
     QuadGKEnzymeExt = "Enzyme"
@@ -1399,12 +1418,14 @@ version = "2.11.0"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
 
 [[deps.REPL]]
-deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
+deps = ["InteractiveUtils", "Markdown", "Sockets", "StyledStrings", "Unicode"]
 uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
+version = "1.11.0"
 
 [[deps.Random]]
 deps = ["SHA"]
 uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
+version = "1.11.0"
 
 [[deps.RangeArrays]]
 git-tree-sha1 = "b9039e93773ddcfc828f12aadf7115b4b4d225f5"
@@ -1421,12 +1442,6 @@ weakdeps = ["FixedPointNumbers"]
     [deps.Ratios.extensions]
     RatiosFixedPointNumbersExt = "FixedPointNumbers"
 
-[[deps.RecipesBase]]
-deps = ["PrecompileTools"]
-git-tree-sha1 = "5c3d09cc4f31f5fc6af001c250bf1278733100ff"
-uuid = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
-version = "1.3.4"
-
 [[deps.Reexport]]
 git-tree-sha1 = "45e428421666073eab6f2da5c9d310d99bb12f9b"
 uuid = "189a3867-3050-52da-a836-e630ba90ab69"
@@ -1452,15 +1467,15 @@ version = "1.3.0"
 
 [[deps.Rmath]]
 deps = ["Random", "Rmath_jll"]
-git-tree-sha1 = "f65dcb5fa46aee0cf9ed6274ccbd597adc49aa7b"
+git-tree-sha1 = "852bd0f55565a9e973fcfee83a84413270224dc4"
 uuid = "79098fc4-a85e-5d69-aa6a-4863f24498fa"
-version = "0.7.1"
+version = "0.8.0"
 
 [[deps.Rmath_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "e60724fd3beea548353984dc61c943ecddb0e29a"
+git-tree-sha1 = "58cdd8fb2201a6267e1db87ff148dd6c1dbd8ad8"
 uuid = "f50d1b31-88e8-58de-be2c-1cc44531875f"
-version = "0.4.3+0"
+version = "0.5.1+0"
 
 [[deps.RoundingEmulator]]
 git-tree-sha1 = "40b9edad2e5287e05bd413a38f61a8ff55b9557b"
@@ -1473,9 +1488,9 @@ version = "0.7.0"
 
 [[deps.SIMD]]
 deps = ["PrecompileTools"]
-git-tree-sha1 = "2803cab51702db743f3fda07dd1745aadfbf43bd"
+git-tree-sha1 = "52af86e35dd1b177d051b12681e1c581f53c281b"
 uuid = "fdea26ae-647d-5447-a871-4b548cad5224"
-version = "3.5.0"
+version = "3.7.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
@@ -1485,17 +1500,13 @@ version = "1.2.1"
 
 [[deps.SentinelArrays]]
 deps = ["Dates", "Random"]
-git-tree-sha1 = "ff11acffdb082493657550959d4feb4b6149e73a"
+git-tree-sha1 = "d0553ce4031a081cc42387a9b9c8441b7d99f32d"
 uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
-version = "1.4.5"
+version = "1.4.7"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
-
-[[deps.SetRounding]]
-git-tree-sha1 = "d7a25e439d07a17b7cdf97eecee504c50fedf5f6"
-uuid = "3cc68bcd-71a2-5612-b932-767ffbe40ab0"
-version = "0.2.1"
+version = "1.11.0"
 
 [[deps.Setfield]]
 deps = ["ConstructionBase", "Future", "MacroTools", "StaticArraysCore"]
@@ -1512,6 +1523,7 @@ version = "0.4.1"
 [[deps.SharedArrays]]
 deps = ["Distributed", "Mmap", "Random", "Serialization"]
 uuid = "1a1011a3-84de-559e-8e89-a11a2f7dc383"
+version = "1.11.0"
 
 [[deps.Showoff]]
 deps = ["Dates", "Grisu"]
@@ -1551,6 +1563,7 @@ version = "1.0.3"
 
 [[deps.Sockets]]
 uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
+version = "1.11.0"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
@@ -1561,7 +1574,7 @@ version = "1.2.1"
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
 uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
-version = "1.10.0"
+version = "1.11.0"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
@@ -1573,6 +1586,12 @@ weakdeps = ["ChainRulesCore"]
     [deps.SpecialFunctions.extensions]
     SpecialFunctionsChainRulesCoreExt = "ChainRulesCore"
 
+[[deps.StableRNGs]]
+deps = ["Random"]
+git-tree-sha1 = "83e6cce8324d49dfaf9ef059227f91ed4441a8e5"
+uuid = "860ef19b-820b-49d6-a774-d7a799459cd3"
+version = "1.0.2"
+
 [[deps.StackViews]]
 deps = ["OffsetArrays"]
 git-tree-sha1 = "46e589465204cd0c08b4bd97385e4fa79a0c770c"
@@ -1580,10 +1599,15 @@ uuid = "cae243ae-269e-4f55-b966-ac2d0dc13c15"
 version = "0.1.1"
 
 [[deps.StaticArrays]]
-deps = ["LinearAlgebra", "Random", "StaticArraysCore", "Statistics"]
-git-tree-sha1 = "832afbae2a45b4ae7e831f86965469a24d1d8a83"
+deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
+git-tree-sha1 = "777657803913ffc7e8cc20f0fd04b634f871af8f"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.5.26"
+version = "1.9.8"
+weakdeps = ["ChainRulesCore", "Statistics"]
+
+    [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
+    StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
 git-tree-sha1 = "192954ef1208c7019899fbf8049e717f92959682"
@@ -1591,9 +1615,14 @@ uuid = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
 version = "1.4.3"
 
 [[deps.Statistics]]
-deps = ["LinearAlgebra", "SparseArrays"]
+deps = ["LinearAlgebra"]
+git-tree-sha1 = "ae3bb1eb3bba077cd276bc5cfc337cc65c3075c0"
 uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
-version = "1.10.0"
+version = "1.11.1"
+weakdeps = ["SparseArrays"]
+
+    [deps.Statistics.extensions]
+    SparseArraysExt = ["SparseArrays"]
 
 [[deps.StatsAPI]]
 deps = ["LinearAlgebra"]
@@ -1609,9 +1638,9 @@ version = "0.34.3"
 
 [[deps.StatsFuns]]
 deps = ["HypergeometricFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
-git-tree-sha1 = "cef0472124fab0695b58ca35a77c6fb942fdab8a"
+git-tree-sha1 = "b423576adc27097764a90e163157bcfc9acf0f46"
 uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
-version = "1.3.1"
+version = "1.3.2"
 
     [deps.StatsFuns.extensions]
     StatsFunsChainRulesCoreExt = "ChainRulesCore"
@@ -1623,9 +1652,9 @@ version = "1.3.1"
 
 [[deps.StringManipulation]]
 deps = ["PrecompileTools"]
-git-tree-sha1 = "a04cabe79c5f01f4d723cc6704070ada0b9d46d5"
+git-tree-sha1 = "a6b1675a536c5ad1a60e5a5153e1fee12eb146e3"
 uuid = "892a3eda-7b42-436c-8928-eab12a02cf0e"
-version = "0.3.4"
+version = "0.4.0"
 
 [[deps.StructArrays]]
 deps = ["ConstructionBase", "DataAPI", "Tables"]
@@ -1640,6 +1669,10 @@ weakdeps = ["Adapt", "GPUArraysCore", "SparseArrays", "StaticArrays"]
     StructArraysSparseArraysExt = "SparseArrays"
     StructArraysStaticArraysExt = "StaticArrays"
 
+[[deps.StyledStrings]]
+uuid = "f489334b-da3d-4c2e-b8f0-e476e12c162b"
+version = "1.11.0"
+
 [[deps.SuiteSparse]]
 deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
 uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"
@@ -1647,7 +1680,7 @@ uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"
 [[deps.SuiteSparse_jll]]
 deps = ["Artifacts", "Libdl", "libblastrampoline_jll"]
 uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
-version = "7.2.1+1"
+version = "7.7.0+0"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1680,6 +1713,7 @@ version = "0.1.1"
 [[deps.Test]]
 deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
 uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
+version = "1.11.0"
 
 [[deps.Thrift]]
 deps = ["CodecZlib", "CodecZstd", "Distributed", "Sockets", "ThriftJuliaCompiler_jll", "TranscodingStreams"]
@@ -1695,9 +1729,9 @@ version = "0.12.1+0"
 
 [[deps.TiffImages]]
 deps = ["ColorTypes", "DataStructures", "DocStringExtensions", "FileIO", "FixedPointNumbers", "IndirectArrays", "Inflate", "Mmap", "OffsetArrays", "PkgVersion", "ProgressMeter", "SIMD", "UUIDs"]
-git-tree-sha1 = "bc7fd5c91041f44636b2c134041f7e5263ce58ae"
+git-tree-sha1 = "38f139cc4abf345dd4f22286ec000728d5e8e097"
 uuid = "731e570b-9d59-4bfa-96dc-6df516fadf69"
-version = "0.10.0"
+version = "0.10.2"
 
 [[deps.TiledIteration]]
 deps = ["OffsetArrays"]
@@ -1706,9 +1740,9 @@ uuid = "06e1c1a7-607b-532d-9fad-de7d9aa2abac"
 version = "0.3.1"
 
 [[deps.TranscodingStreams]]
-git-tree-sha1 = "e84b3a11b9bece70d14cce63406bbc79ed3464d2"
+git-tree-sha1 = "0c45878dcfdcfa8480052b6ab162cdd138781742"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.11.2"
+version = "0.11.3"
 
 [[deps.TriplotBase]]
 git-tree-sha1 = "4d4ed7f294cda19382ff7de4c137d24d16adc89b"
@@ -1724,9 +1758,11 @@ version = "0.1.11"
 [[deps.UUIDs]]
 deps = ["Random", "SHA"]
 uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
+version = "1.11.0"
 
 [[deps.Unicode]]
 uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
+version = "1.11.0"
 
 [[deps.UnicodeFun]]
 deps = ["REPL"]
@@ -1773,9 +1809,9 @@ version = "1.6.1"
 
 [[deps.XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "1165b0443d0eca63ac1e32b8c0eb69ed2f4f8127"
+git-tree-sha1 = "6a451c6f33a176150f315726eba8b92fbfdb9ae7"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.13.3+0"
+version = "2.13.4+0"
 
 [[deps.XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "XML2_jll", "Zlib_jll"]
@@ -1783,6 +1819,12 @@ git-tree-sha1 = "a54ee957f4c86b526460a720dbc882fa5edcbefc"
 uuid = "aed1982a-8fda-507f-9586-7b0439959a61"
 version = "1.1.41+0"
 
+[[deps.XZ_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "15e637a697345f6743674f1322beefbc5dcd5cfc"
+uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
+version = "5.6.3+0"
+
 [[deps.Xorg_libX11_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxcb_jll", "Xorg_xtrans_jll"]
 git-tree-sha1 = "afead5aba5aa507ad5a3bf01f58f82c8d1403495"
@@ -1838,9 +1880,9 @@ version = "1.2.13+1"
 
 [[deps.Zstd_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "e678132f07ddb5bfa46857f0d7620fb9be675d3b"
+git-tree-sha1 = "555d1076590a6cc2fdee2ef1469451f872d8b41b"
 uuid = "3161d3a3-bdf6-5164-811a-617609db77b4"
-version = "1.5.6+0"
+version = "1.5.6+1"
 
 [[deps.isoband_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1879,15 +1921,15 @@ version = "2.0.3+0"
 
 [[deps.libpng_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
-git-tree-sha1 = "d7015d2e18a5fd9a4f47de711837e980519781a4"
+git-tree-sha1 = "b70c870239dc3d7bc094eb2d6be9b73d27bef280"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.43+1"
+version = "1.6.44+0"
 
 [[deps.libsixel_jll]]
 deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Pkg", "libpng_jll"]
-git-tree-sha1 = "d4f63314c8aa1e48cd22aa0c17ed76cd1ae48c3c"
+git-tree-sha1 = "7dfa0fd9c783d3d0cc43ea1af53d69ba45c447df"
 uuid = "075b6546-f08a-558a-be8f-8157d0f608a5"
-version = "1.10.3+0"
+version = "1.10.3+1"
 
 [[deps.libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
@@ -1898,7 +1940,7 @@ version = "1.3.7+2"
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.52.0+1"
+version = "1.59.0+0"
 
 [[deps.oneTBB_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -1913,9 +1955,9 @@ version = "17.4.0+2"
 
 [[deps.snappy_jll]]
 deps = ["Artifacts", "JLLWrappers", "LZO_jll", "Libdl", "Lz4_jll", "Zlib_jll"]
-git-tree-sha1 = "8bc7ddafc0a7339b82a06c1dde849cd5039324d6"
+git-tree-sha1 = "d34e37153e4c03205bde2f0f8ada6cced8c83978"
 uuid = "fe1e1685-f7be-5f59-ac9f-4ca204017dfd"
-version = "1.2.0+0"
+version = "1.2.1+0"
 
 [[deps.x264_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
diff --git a/docs/src/assets/logo.png b/docs/src/assets/logo.png
new file mode 100644
index 0000000..9aa3e06
Binary files /dev/null and b/docs/src/assets/logo.png differ
diff --git a/docs/src/installation.md b/docs/src/installation.md
index 53fb30b..48c189a 100644
--- a/docs/src/installation.md
+++ b/docs/src/installation.md
@@ -15,6 +15,15 @@ The easiest way to install Baysor on Linux is to download a binary from the [rel
 
 If you need to install julia, [`juliaup`](https://github.com/julialang/juliaup#installation) is a recommended way. It's cross-platform and doesn't require admin privileges. *TL;DR: `curl -fsSL https://install.julialang.org | sh`* .
 
+**The current version of Baysor isn't compatible with Julia 1.11.**
+
+To install Julia 1.10, use the following command:
+
+```bash
+juliaup add 1.10
+juliaup default 1.10
+```
+
 To install Baysor as a Julia package run the following command from your CLI *(it requires `gcc` or `clang` installed)*:
 
 ```bash