diff --git a/paper/Criticality.jl/Manifest.toml b/paper/Criticality.jl/Manifest.toml
index 2c60c6d..ab9253a 100644
--- a/paper/Criticality.jl/Manifest.toml
+++ b/paper/Criticality.jl/Manifest.toml
@@ -1,8 +1,8 @@
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.10.0"
+julia_version = "1.10.2"
 manifest_format = "2.0"
-project_hash = "fb8ce6b0361937abab3200dc0f1922f729bd937b"
+project_hash = "84d93d9dc4b3f1177d7b2c95ee30423c9229049e"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -11,9 +11,9 @@ uuid = "621f4979-c628-5d54-868e-fcf4e3e8185c"
 version = "1.5.0"
 weakdeps = ["ChainRulesCore", "Test"]
 
-[deps.AbstractFFTs.extensions]
-AbstractFFTsChainRulesCoreExt = "ChainRulesCore"
-AbstractFFTsTestExt = "Test"
+    [deps.AbstractFFTs.extensions]
+    AbstractFFTsChainRulesCoreExt = "ChainRulesCore"
+    AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractLattices]]
 git-tree-sha1 = "222ee9e50b98f51b5d78feb93dd928880df35f06"
@@ -26,31 +26,23 @@ uuid = "1520ce14-60c1-5f80-bbc7-55ef81b5835c"
 version = "0.4.4"
 
 [[deps.Accessors]]
-deps = [
-    "CompositionsBase",
-    "ConstructionBase",
-    "Dates",
-    "InverseFunctions",
-    "LinearAlgebra",
-    "MacroTools",
-    "Test",
-]
+deps = ["CompositionsBase", "ConstructionBase", "Dates", "InverseFunctions", "LinearAlgebra", "MacroTools", "Test"]
 git-tree-sha1 = "cb96992f1bec110ad211b7e410e57ddf7944c16f"
 uuid = "7d9f7c33-5ae7-4f3b-8dc6-eff91059b697"
 version = "0.1.35"
 
-[deps.Accessors.extensions]
-AccessorsAxisKeysExt = "AxisKeys"
-AccessorsIntervalSetsExt = "IntervalSets"
-AccessorsStaticArraysExt = "StaticArrays"
-AccessorsStructArraysExt = "StructArrays"
+    [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.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"]
@@ -59,41 +51,18 @@ uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
 version = "4.0.1"
 weakdeps = ["StaticArrays"]
 
-[deps.Adapt.extensions]
-AdaptStaticArraysExt = "StaticArrays"
+    [deps.Adapt.extensions]
+    AdaptStaticArraysExt = "StaticArrays"
 
 [[deps.AllenNeuropixelsBase]]
-deps = [
-    "AllenSDK",
-    "CSV",
-    "Colors",
-    "CondaPkg",
-    "DataFrames",
-    "Dierckx",
-    "DimensionalData",
-    "Downloads",
-    "FileIO",
-    "GeometryBasics",
-    "HDF5",
-    "IntervalSets",
-    "JSON",
-    "NRRD",
-    "NWBStream",
-    "Preferences",
-    "ProgressLogging",
-    "PythonCall",
-    "Random",
-    "SparseArrays",
-    "Statistics",
-    "TimeseriesTools",
-]
-path = "/headnode2/bhar9988/code/DDC/AllenNeuropixelsBase.jl/"
+deps = ["AllenSDK", "CSV", "Colors", "CondaPkg", "DataFrames", "Dierckx", "DimensionalData", "Downloads", "FileIO", "GeometryBasics", "HDF5", "IntervalSets", "JSON", "NRRD", "NWBStream", "Preferences", "ProgressLogging", "PythonCall", "Random", "SparseArrays", "Statistics", "TimeseriesTools"]
+git-tree-sha1 = "aa91ab98246deaeeec58a4c12cc364f02e673ad2"
 uuid = "0b0e28cf-a3af-44db-8bea-1c4507018d35"
 version = "0.1.0"
 
 [[deps.AllenSDK]]
 deps = ["PythonCall"]
-path = "../../../DDC/AllenSDK.jl"
+git-tree-sha1 = "63895d8bda6291bbbbc4dbc34ceddf223bce7981"
 uuid = "9d22b198-c11d-497b-9ac7-6add78eade21"
 version = "0.1.0"
 
@@ -104,31 +73,13 @@ uuid = "27a7e980-b3e6-11e9-2bcd-0b925532e340"
 version = "0.4.1"
 
 [[deps.AnovaBase]]
-deps = [
-    "Distributions",
-    "Printf",
-    "Reexport",
-    "Statistics",
-    "StatsBase",
-    "StatsModels",
-]
+deps = ["Distributions", "Printf", "Reexport", "Statistics", "StatsBase", "StatsModels"]
 git-tree-sha1 = "153f4ca66496d925ccde1ded1a9364e946e0710d"
 uuid = "946dddda-6a23-4b48-8e70-8e60d9b8d680"
 version = "0.8.0"
 
 [[deps.AnovaMixedModels]]
-deps = [
-    "AnovaBase",
-    "Distributions",
-    "GLM",
-    "LinearAlgebra",
-    "MixedModels",
-    "Printf",
-    "Reexport",
-    "Statistics",
-    "StatsBase",
-    "StatsModels",
-]
+deps = ["AnovaBase", "Distributions", "GLM", "LinearAlgebra", "MixedModels", "Printf", "Reexport", "Statistics", "StatsBase", "StatsModels"]
 git-tree-sha1 = "bb1031e536952ada4822538a770430b185864b17"
 uuid = "6832ca0c-c2dd-4d0c-851a-521ca5db42f5"
 version = "0.2.4"
@@ -149,21 +100,21 @@ git-tree-sha1 = "c5aeb516a84459e0318a02507d2261edad97eb75"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
 version = "7.7.1"
 
-[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.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.ArrayLayouts]]
 deps = ["FillArrays", "LinearAlgebra"]
@@ -172,28 +123,11 @@ uuid = "4c555306-a7a7-4459-81d9-ec55ddd5c99a"
 version = "1.7.0"
 weakdeps = ["SparseArrays"]
 
-[deps.ArrayLayouts.extensions]
-ArrayLayoutsSparseArraysExt = "SparseArrays"
+    [deps.ArrayLayouts.extensions]
+    ArrayLayoutsSparseArraysExt = "SparseArrays"
 
 [[deps.Arrow]]
-deps = [
-    "ArrowTypes",
-    "BitIntegers",
-    "CodecLz4",
-    "CodecZstd",
-    "ConcurrentUtilities",
-    "DataAPI",
-    "Dates",
-    "EnumX",
-    "LoggingExtras",
-    "Mmap",
-    "PooledArrays",
-    "SentinelArrays",
-    "Tables",
-    "TimeZones",
-    "TranscodingStreams",
-    "UUIDs",
-]
+deps = ["ArrowTypes", "BitIntegers", "CodecLz4", "CodecZstd", "ConcurrentUtilities", "DataAPI", "Dates", "EnumX", "LoggingExtras", "Mmap", "PooledArrays", "SentinelArrays", "Tables", "TimeZones", "TranscodingStreams", "UUIDs"]
 git-tree-sha1 = "29faa9835f77dee04b2833b2c9ee415223b3ebbd"
 uuid = "69666777-d1a9-59fb-9406-91d4454c9d45"
 version = "2.7.1"
@@ -226,19 +160,7 @@ uuid = "39de3d68-74b9-583c-8d2d-e117c070f3a9"
 version = "0.4.7"
 
 [[deps.BSplineKit]]
-deps = [
-    "ArrayLayouts",
-    "BandedMatrices",
-    "FastGaussQuadrature",
-    "LinearAlgebra",
-    "PrecompileTools",
-    "Random",
-    "Reexport",
-    "SparseArrays",
-    "Static",
-    "StaticArrays",
-    "StaticArraysCore",
-]
+deps = ["ArrayLayouts", "BandedMatrices", "FastGaussQuadrature", "LinearAlgebra", "PrecompileTools", "Random", "Reexport", "SparseArrays", "Static", "StaticArrays", "StaticArraysCore"]
 git-tree-sha1 = "40946927f4799ea625086a14796087959d3c4fcc"
 uuid = "093aae92-e908-43d7-9660-e50ee39d5a0a"
 version = "0.17.1"
@@ -250,8 +172,8 @@ uuid = "aae01518-5342-5314-be14-df237901396f"
 version = "1.6.1"
 weakdeps = ["SparseArrays"]
 
-[deps.BandedMatrices.extensions]
-BandedMatricesSparseArraysExt = "SparseArrays"
+    [deps.BandedMatrices.extensions]
+    BandedMatricesSparseArraysExt = "SparseArrays"
 
 [[deps.Base64]]
 uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
@@ -295,21 +217,7 @@ uuid = "4e9b3aee-d8a1-5a3d-ad8b-7d824db253f0"
 version = "1.0.1+0"
 
 [[deps.CSV]]
-deps = [
-    "CodecZlib",
-    "Dates",
-    "FilePathsBase",
-    "InlineStrings",
-    "Mmap",
-    "Parsers",
-    "PooledArrays",
-    "PrecompileTools",
-    "SentinelArrays",
-    "Tables",
-    "Unicode",
-    "WeakRefStrings",
-    "WorkerUtilities",
-]
+deps = ["CodecZlib", "Dates", "FilePathsBase", "InlineStrings", "Mmap", "Parsers", "PooledArrays", "PrecompileTools", "SentinelArrays", "Tables", "Unicode", "WeakRefStrings", "WorkerUtilities"]
 git-tree-sha1 = "679e69c611fff422038e9e21e270c4197d49d918"
 uuid = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
 version = "0.10.12"
@@ -321,40 +229,13 @@ uuid = "159f3aea-2a34-519c-b102-8c37f9878175"
 version = "1.0.5"
 
 [[deps.CairoMakie]]
-deps = [
-    "CRC32c",
-    "Cairo",
-    "Colors",
-    "FFTW",
-    "FileIO",
-    "FreeType",
-    "GeometryBasics",
-    "LinearAlgebra",
-    "Makie",
-    "PrecompileTools",
-]
+deps = ["CRC32c", "Cairo", "Colors", "FFTW", "FileIO", "FreeType", "GeometryBasics", "LinearAlgebra", "Makie", "PrecompileTools"]
 git-tree-sha1 = "a80d49ed3333f5f78df8ffe76d07e88cc35e9172"
 uuid = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0"
 version = "0.11.8"
 
 [[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",
-]
+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"]
 git-tree-sha1 = "4b859a208b2397a7a623a03449e4636bdb17bcf2"
 uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a"
 version = "1.16.1+1"
@@ -366,19 +247,7 @@ uuid = "49dc2e85-a5d0-5ad3-a950-438e2897f1b9"
 version = "0.5.1"
 
 [[deps.Catch22]]
-deps = [
-    "DelimitedFiles",
-    "DimensionalData",
-    "Libdl",
-    "LinearAlgebra",
-    "Pkg",
-    "ProgressLogging",
-    "Reexport",
-    "Requires",
-    "Statistics",
-    "TimeseriesFeatures",
-    "catch22_jll",
-]
+deps = ["DelimitedFiles", "DimensionalData", "Libdl", "LinearAlgebra", "Pkg", "ProgressLogging", "Reexport", "Requires", "Statistics", "TimeseriesFeatures", "catch22_jll"]
 git-tree-sha1 = "e62cc37eb8afccc1112d71608ca0746e5e7ada4a"
 uuid = "acdeb78f-3d39-4310-8fdf-6d75c17c6d5a"
 version = "0.5.0"
@@ -390,8 +259,8 @@ uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
 version = "1.21.1"
 weakdeps = ["SparseArrays"]
 
-[deps.ChainRulesCore.extensions]
-ChainRulesCoreSparseArraysExt = "SparseArrays"
+    [deps.ChainRulesCore.extensions]
+    ChainRulesCoreSparseArraysExt = "SparseArrays"
 
 [[deps.CodecBzip2]]
 deps = ["Bzip2_jll", "Libdl", "TranscodingStreams"]
@@ -424,14 +293,7 @@ uuid = "a2cac450-b92f-5266-8821-25eda20663c8"
 version = "0.4.0"
 
 [[deps.ColorSchemes]]
-deps = [
-    "ColorTypes",
-    "ColorVectorSpace",
-    "Colors",
-    "FixedPointNumbers",
-    "PrecompileTools",
-    "Random",
-]
+deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
 git-tree-sha1 = "67c1f244b991cad9b0aa4b7540fb758c2488b129"
 uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4"
 version = "3.24.0"
@@ -443,21 +305,14 @@ uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
 version = "0.11.4"
 
 [[deps.ColorVectorSpace]]
-deps = [
-    "ColorTypes",
-    "FixedPointNumbers",
-    "LinearAlgebra",
-    "Requires",
-    "Statistics",
-    "TensorCore",
-]
+deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "Requires", "Statistics", "TensorCore"]
 git-tree-sha1 = "a1f44953f2382ebb937d60dafbe2deea4bd23249"
 uuid = "c3611d14-8923-5661-9e6a-0046d554d3a4"
 version = "0.10.0"
 weakdeps = ["SpecialFunctions"]
 
-[deps.ColorVectorSpace.extensions]
-SpecialFunctionsExt = "SpecialFunctions"
+    [deps.ColorVectorSpace.extensions]
+    SpecialFunctionsExt = "SpecialFunctions"
 
 [[deps.Colors]]
 deps = ["ColorTypes", "FixedPointNumbers", "Reexport"]
@@ -488,13 +343,13 @@ uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
 version = "4.12.0"
 weakdeps = ["Dates", "LinearAlgebra"]
 
-[deps.Compat.extensions]
-CompatLinearAlgebraExt = "LinearAlgebra"
+    [deps.Compat.extensions]
+    CompatLinearAlgebraExt = "LinearAlgebra"
 
 [[deps.CompilerSupportLibraries_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
-version = "1.0.5+1"
+version = "1.1.0+0"
 
 [[deps.CompositionsBase]]
 git-tree-sha1 = "802bb88cd69dfd1509f6670416bd4434015693ad"
@@ -502,8 +357,8 @@ uuid = "a33af91c-f02d-484b-be07-31d278c5ca2b"
 version = "0.1.2"
 weakdeps = ["InverseFunctions"]
 
-[deps.CompositionsBase.extensions]
-CompositionsBaseInverseFunctionsExt = "InverseFunctions"
+    [deps.CompositionsBase.extensions]
+    CompositionsBaseInverseFunctionsExt = "InverseFunctions"
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
@@ -512,15 +367,7 @@ uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
 version = "2.4.1"
 
 [[deps.CondaPkg]]
-deps = [
-    "JSON3",
-    "Markdown",
-    "MicroMamba",
-    "Pidfile",
-    "Pkg",
-    "Preferences",
-    "TOML",
-]
+deps = ["JSON3", "Markdown", "MicroMamba", "Pidfile", "Pkg", "Preferences", "TOML"]
 git-tree-sha1 = "e81c4263c7ef4eca4d645ef612814d72e9255b41"
 uuid = "992eb4ea-22a4-4c89-a5bb-47a3300528ab"
 version = "0.2.22"
@@ -532,9 +379,9 @@ uuid = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
 version = "1.5.4"
 weakdeps = ["IntervalSets", "StaticArrays"]
 
-[deps.ConstructionBase.extensions]
-ConstructionBaseIntervalSetsExt = "IntervalSets"
-ConstructionBaseStaticArraysExt = "StaticArrays"
+    [deps.ConstructionBase.extensions]
+    ConstructionBaseIntervalSetsExt = "IntervalSets"
+    ConstructionBaseStaticArraysExt = "StaticArrays"
 
 [[deps.Contour]]
 git-tree-sha1 = "d05d9e7b7aedff4e5b51a029dced05cfb6125781"
@@ -547,17 +394,7 @@ uuid = "a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f"
 version = "4.1.1"
 
 [[deps.DSP]]
-deps = [
-    "Compat",
-    "FFTW",
-    "IterTools",
-    "LinearAlgebra",
-    "Polynomials",
-    "Random",
-    "Reexport",
-    "SpecialFunctions",
-    "Statistics",
-]
+deps = ["Compat", "FFTW", "IterTools", "LinearAlgebra", "Polynomials", "Random", "Reexport", "SpecialFunctions", "Statistics"]
 git-tree-sha1 = "f7f4319567fe769debfcf7f8c03d8da1dd4e2fb0"
 uuid = "717857b8-e6f2-59f4-9121-6e50c889abd2"
 version = "0.7.9"
@@ -568,31 +405,7 @@ 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",
-]
+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"
 uuid = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
 version = "1.6.1"
@@ -637,13 +450,7 @@ uuid = "39dd38d3-220a-591b-8e3c-4c3a8c710a94"
 version = "0.5.3"
 
 [[deps.Dierckx_jll]]
-deps = [
-    "Artifacts",
-    "CompilerSupportLibraries_jll",
-    "JLLWrappers",
-    "Libdl",
-    "Pkg",
-]
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
 git-tree-sha1 = "6596b96fe1caff3db36415eeb6e9d3b50bfe40ee"
 uuid = "cd4c43a9-7502-52ba-aa6d-59fb2a88580b"
 version = "0.1.0+0"
@@ -655,75 +462,40 @@ uuid = "163ba53b-c6d8-5494-b064-1a9d43ac40c5"
 version = "1.1.0"
 
 [[deps.DiffRules]]
-deps = [
-    "IrrationalConstants",
-    "LogExpFunctions",
-    "NaNMath",
-    "Random",
-    "SpecialFunctions",
-]
+deps = ["IrrationalConstants", "LogExpFunctions", "NaNMath", "Random", "SpecialFunctions"]
 git-tree-sha1 = "23163d55f885173722d1e4cf0f6110cdbaf7e272"
 uuid = "b552c78f-8df3-52c6-915a-8e097449b14b"
 version = "1.15.1"
 
 [[deps.DimensionalData]]
-deps = [
-    "Adapt",
-    "ArrayInterface",
-    "ConstructionBase",
-    "Dates",
-    "Extents",
-    "IntervalSets",
-    "InvertedIndices",
-    "IteratorInterfaceExtensions",
-    "LinearAlgebra",
-    "PrecompileTools",
-    "Random",
-    "RecipesBase",
-    "SparseArrays",
-    "Statistics",
-    "TableTraits",
-    "Tables",
-]
+deps = ["Adapt", "ArrayInterface", "ConstructionBase", "Dates", "Extents", "IntervalSets", "InvertedIndices", "IteratorInterfaceExtensions", "LinearAlgebra", "PrecompileTools", "Random", "RecipesBase", "SparseArrays", "Statistics", "TableTraits", "Tables"]
 git-tree-sha1 = "16ebad2fa5262cb9986406f7f90a7ff5082d98f7"
 uuid = "0703355e-b756-11e9-17c0-8b28908087d0"
 version = "0.25.8"
 weakdeps = ["Makie"]
 
-[deps.DimensionalData.extensions]
-DimensionalDataMakie = "Makie"
+    [deps.DimensionalData.extensions]
+    DimensionalDataMakie = "Makie"
 
 [[deps.Distributed]]
 deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[deps.Distributions]]
-deps = [
-    "FillArrays",
-    "LinearAlgebra",
-    "PDMats",
-    "Printf",
-    "QuadGK",
-    "Random",
-    "SpecialFunctions",
-    "Statistics",
-    "StatsAPI",
-    "StatsBase",
-    "StatsFuns",
-]
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
 git-tree-sha1 = "7c302d7a5fec5214eb8a5a4c466dcf7a51fcf169"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
 version = "0.25.107"
 
-[deps.Distributions.extensions]
-DistributionsChainRulesCoreExt = "ChainRulesCore"
-DistributionsDensityInterfaceExt = "DensityInterface"
-DistributionsTestExt = "Test"
+    [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.Distributions.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    DensityInterface = "b429d917-457f-4dbc-8f4c-0cc954292b1d"
+    Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.DocStringExtensions]]
 deps = ["LibGit2"]
@@ -776,39 +548,13 @@ uuid = "411431e0-e8b7-467b-b5e0-f676ba4f2910"
 version = "0.1.2"
 
 [[deps.FFMPEG_jll]]
-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",
-]
+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 = "ab3f7e1819dba9434a3a5126510c8fda3a4e7000"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
 version = "6.1.1+0"
 
 [[deps.FFTW]]
-deps = [
-    "AbstractFFTs",
-    "FFTW_jll",
-    "LinearAlgebra",
-    "MKL_jll",
-    "Preferences",
-    "Reexport",
-]
+deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
 git-tree-sha1 = "4820348781ae578893311153d69049a93d05f39d"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
 version = "1.8.0"
@@ -853,32 +599,26 @@ uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
 version = "1.9.3"
 weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
-[deps.FillArrays.extensions]
-FillArraysPDMatsExt = "PDMats"
-FillArraysSparseArraysExt = "SparseArrays"
-FillArraysStatisticsExt = "Statistics"
+    [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
+    FillArraysSparseArraysExt = "SparseArrays"
+    FillArraysStatisticsExt = "Statistics"
 
 [[deps.FiniteDiff]]
-deps = [
-    "ArrayInterface",
-    "LinearAlgebra",
-    "Requires",
-    "Setfield",
-    "SparseArrays",
-]
+deps = ["ArrayInterface", "LinearAlgebra", "Requires", "Setfield", "SparseArrays"]
 git-tree-sha1 = "73d1214fec245096717847c62d389a5d2ac86504"
 uuid = "6a86dc24-6348-571c-b903-95158fe2bd41"
 version = "2.22.0"
 
-[deps.FiniteDiff.extensions]
-FiniteDiffBandedMatricesExt = "BandedMatrices"
-FiniteDiffBlockBandedMatricesExt = "BlockBandedMatrices"
-FiniteDiffStaticArraysExt = "StaticArrays"
+    [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.FiniteDiff.weakdeps]
+    BandedMatrices = "aae01518-5342-5314-be14-df237901396f"
+    BlockBandedMatrices = "ffab5731-97b5-5995-9138-79e8c1846df0"
+    StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
 
 [[deps.FixedPointNumbers]]
 deps = ["Statistics"]
@@ -887,17 +627,7 @@ uuid = "53c48c17-4a7d-5ca2-90c5-79b7896eea93"
 version = "0.8.4"
 
 [[deps.Fontconfig_jll]]
-deps = [
-    "Artifacts",
-    "Bzip2_jll",
-    "Expat_jll",
-    "FreeType2_jll",
-    "JLLWrappers",
-    "Libdl",
-    "Libuuid_jll",
-    "Pkg",
-    "Zlib_jll",
-]
+deps = ["Artifacts", "Bzip2_jll", "Expat_jll", "FreeType2_jll", "JLLWrappers", "Libdl", "Libuuid_jll", "Pkg", "Zlib_jll"]
 git-tree-sha1 = "21efd19106a55620a188615da6d3d06cd7f6ee03"
 uuid = "a3f928ae-7b40-5064-980b-68af3947d34b"
 version = "2.13.93+0"
@@ -909,25 +639,14 @@ uuid = "59287772-0a20-5a39-b81b-1366585eb4c0"
 version = "0.4.2"
 
 [[deps.ForwardDiff]]
-deps = [
-    "CommonSubexpressions",
-    "DiffResults",
-    "DiffRules",
-    "LinearAlgebra",
-    "LogExpFunctions",
-    "NaNMath",
-    "Preferences",
-    "Printf",
-    "Random",
-    "SpecialFunctions",
-]
+deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "LinearAlgebra", "LogExpFunctions", "NaNMath", "Preferences", "Printf", "Random", "SpecialFunctions"]
 git-tree-sha1 = "cf0fe81336da9fb90944683b8c41984b08793dad"
 uuid = "f6369f11-7733-5829-9624-2563aa707210"
 version = "0.10.36"
 weakdeps = ["StaticArrays"]
 
-[deps.ForwardDiff.extensions]
-ForwardDiffStaticArraysExt = "StaticArrays"
+    [deps.ForwardDiff.extensions]
+    ForwardDiffStaticArraysExt = "StaticArrays"
 
 [[deps.FreeType]]
 deps = ["CEnum", "FreeType2_jll"]
@@ -958,19 +677,7 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
 [[deps.GLM]]
-deps = [
-    "Distributions",
-    "LinearAlgebra",
-    "Printf",
-    "Reexport",
-    "SparseArrays",
-    "SpecialFunctions",
-    "Statistics",
-    "StatsAPI",
-    "StatsBase",
-    "StatsFuns",
-    "StatsModels",
-]
+deps = ["Distributions", "LinearAlgebra", "Printf", "Reexport", "SparseArrays", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "StatsModels"]
 git-tree-sha1 = "273bd1cd30768a2fddfa3fd63bbc746ed7249e5f"
 uuid = "38e38edf-8417-5370-95a0-9cbb8c7f171a"
 version = "1.9.0"
@@ -988,62 +695,25 @@ uuid = "cf35fbd7-0cd7-5166-be24-54bfbe79505f"
 version = "1.3.3"
 
 [[deps.GeometryBasics]]
-deps = [
-    "EarCut_jll",
-    "Extents",
-    "GeoInterface",
-    "IterTools",
-    "LinearAlgebra",
-    "StaticArrays",
-    "StructArrays",
-    "Tables",
-]
+deps = ["EarCut_jll", "Extents", "GeoInterface", "IterTools", "LinearAlgebra", "StaticArrays", "StructArrays", "Tables"]
 git-tree-sha1 = "5694b56ccf9d15addedc35e9a4ba9c317721b788"
 uuid = "5c1252a2-5f33-56bf-86c9-59e7332b4326"
 version = "0.4.10"
 
 [[deps.Gettext_jll]]
-deps = [
-    "Artifacts",
-    "CompilerSupportLibraries_jll",
-    "JLLWrappers",
-    "Libdl",
-    "Libiconv_jll",
-    "Pkg",
-    "XML2_jll",
-]
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Libiconv_jll", "Pkg", "XML2_jll"]
 git-tree-sha1 = "9b02998aba7bf074d14de89f9d37ca24a1a0b046"
 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",
-    "Zlib_jll",
-]
+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 = "2.76.5+0"
 
 [[deps.GraphMakie]]
-deps = [
-    "DataStructures",
-    "GeometryBasics",
-    "Graphs",
-    "LinearAlgebra",
-    "Makie",
-    "NetworkLayout",
-    "PolynomialRoots",
-    "SimpleTraits",
-    "StaticArrays",
-]
+deps = ["DataStructures", "GeometryBasics", "Graphs", "LinearAlgebra", "Makie", "NetworkLayout", "PolynomialRoots", "SimpleTraits", "StaticArrays"]
 git-tree-sha1 = "2edb7248e503c2a89230e30785cb163c3f7bedfb"
 uuid = "1ecd5474-83a3-4783-bb4f-06765db800d2"
 version = "0.5.9"
@@ -1061,19 +731,7 @@ uuid = "3b182d85-2403-5c21-9c21-1e1f0cc25472"
 version = "1.3.14+0"
 
 [[deps.Graphs]]
-deps = [
-    "ArnoldiMethod",
-    "Compat",
-    "DataStructures",
-    "Distributed",
-    "Inflate",
-    "LinearAlgebra",
-    "Random",
-    "SharedArrays",
-    "SimpleTraits",
-    "SparseArrays",
-    "Statistics",
-]
+deps = ["ArnoldiMethod", "Compat", "DataStructures", "Distributed", "Inflate", "LinearAlgebra", "Random", "SharedArrays", "SimpleTraits", "SparseArrays", "Statistics"]
 git-tree-sha1 = "899050ace26649433ef1af25bc17a815b3db52b7"
 uuid = "86223c79-3864-5bf0-83f7-82e725a168b6"
 version = "1.9.0"
@@ -1104,18 +762,7 @@ uuid = "0234f1f7-429e-5d53-9886-15a909be8d59"
 version = "1.10.5+7"
 
 [[deps.HarfBuzz_jll]]
-deps = [
-    "Artifacts",
-    "Cairo_jll",
-    "Fontconfig_jll",
-    "FreeType2_jll",
-    "Glib_jll",
-    "Graphite2_jll",
-    "JLLWrappers",
-    "Libdl",
-    "Libffi_jll",
-    "Pkg",
-]
+deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
 git-tree-sha1 = "129acf094d168394e80ee1dc4bc06ec835e510a3"
 uuid = "2e76f6c2-a576-52d4-95c1-20adfe4de566"
 version = "2.8.1+1"
@@ -1127,18 +774,7 @@ uuid = "34004b35-14d8-5ef3-9330-4cdb6864b03a"
 version = "0.3.23"
 
 [[deps.HypothesisTests]]
-deps = [
-    "Combinatorics",
-    "Distributions",
-    "LinearAlgebra",
-    "Printf",
-    "Random",
-    "Rmath",
-    "Roots",
-    "Statistics",
-    "StatsAPI",
-    "StatsBase",
-]
+deps = ["Combinatorics", "Distributions", "LinearAlgebra", "Printf", "Random", "Rmath", "Roots", "Statistics", "StatsAPI", "StatsBase"]
 git-tree-sha1 = "4b5d5ba51f5f473737ed9de6d8a7aa190ad8c72f"
 uuid = "09f84164-cd44-5f33-b23f-e6b0d136a0d5"
 version = "0.11.0"
@@ -1161,35 +797,13 @@ uuid = "c817782e-172a-44cc-b673-b171935fbb9e"
 version = "0.1.7"
 
 [[deps.ImageCore]]
-deps = [
-    "ColorVectorSpace",
-    "Colors",
-    "FixedPointNumbers",
-    "MappedArrays",
-    "MosaicViews",
-    "OffsetArrays",
-    "PaddedViews",
-    "PrecompileTools",
-    "Reexport",
-]
+deps = ["ColorVectorSpace", "Colors", "FixedPointNumbers", "MappedArrays", "MosaicViews", "OffsetArrays", "PaddedViews", "PrecompileTools", "Reexport"]
 git-tree-sha1 = "b2a7eaa169c13f5bcae8131a83bc30eff8f71be0"
 uuid = "a09fc81d-aa75-5fe9-8630-4744c3626534"
 version = "0.10.2"
 
 [[deps.ImageIO]]
-deps = [
-    "FileIO",
-    "IndirectArrays",
-    "JpegTurbo",
-    "LazyModules",
-    "Netpbm",
-    "OpenEXR",
-    "PNGFiles",
-    "QOI",
-    "Sixel",
-    "TiffImages",
-    "UUIDs",
-]
+deps = ["FileIO", "IndirectArrays", "JpegTurbo", "LazyModules", "Netpbm", "OpenEXR", "PNGFiles", "QOI", "Sixel", "TiffImages", "UUIDs"]
 git-tree-sha1 = "bca20b2f5d00c4fbc192c3212da8fa79f4688009"
 uuid = "82e4d734-157c-48bb-816b-45c225c6df19"
 version = "0.6.7"
@@ -1243,27 +857,14 @@ deps = ["Markdown"]
 uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 
 [[deps.Interpolations]]
-deps = [
-    "Adapt",
-    "AxisAlgorithms",
-    "ChainRulesCore",
-    "LinearAlgebra",
-    "OffsetArrays",
-    "Random",
-    "Ratios",
-    "Requires",
-    "SharedArrays",
-    "SparseArrays",
-    "StaticArrays",
-    "WoodburyMatrices",
-]
+deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "Requires", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"]
 git-tree-sha1 = "88a101217d7cb38a7b481ccd50d21876e1d1b0e0"
 uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
 version = "0.15.1"
 weakdeps = ["Unitful"]
 
-[deps.Interpolations.extensions]
-InterpolationsUnitfulExt = "Unitful"
+    [deps.Interpolations.extensions]
+    InterpolationsUnitfulExt = "Unitful"
 
 [[deps.IntervalArithmetic]]
 deps = ["CRlibm", "RoundingEmulator"]
@@ -1272,9 +873,9 @@ uuid = "d1acc4aa-44c8-5952-acd4-ba5d80a2a253"
 version = "0.22.5"
 weakdeps = ["DiffRules", "RecipesBase"]
 
-[deps.IntervalArithmetic.extensions]
-IntervalArithmeticDiffRulesExt = "DiffRules"
-IntervalArithmeticRecipesBaseExt = "RecipesBase"
+    [deps.IntervalArithmetic.extensions]
+    IntervalArithmeticDiffRulesExt = "DiffRules"
+    IntervalArithmeticRecipesBaseExt = "RecipesBase"
 
 [[deps.IntervalSets]]
 git-tree-sha1 = "dba9ddf07f77f60450fe5d2e2beb9854d9a49bd0"
@@ -1282,10 +883,10 @@ 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.extensions]
+    IntervalSetsRandomExt = "Random"
+    IntervalSetsRecipesBaseExt = "RecipesBase"
+    IntervalSetsStatisticsExt = "Statistics"
 
 [[deps.InverseFunctions]]
 deps = ["Test"]
@@ -1320,19 +921,7 @@ uuid = "82899510-4779-5014-852e-03e436cf321d"
 version = "1.0.0"
 
 [[deps.JLD2]]
-deps = [
-    "FileIO",
-    "MacroTools",
-    "Mmap",
-    "OrderedCollections",
-    "Pkg",
-    "PrecompileTools",
-    "Printf",
-    "Reexport",
-    "Requires",
-    "TranscodingStreams",
-    "UUIDs",
-]
+deps = ["FileIO", "MacroTools", "Mmap", "OrderedCollections", "Pkg", "PrecompileTools", "Printf", "Reexport", "Requires", "TranscodingStreams", "UUIDs"]
 git-tree-sha1 = "7c0008f0b7622c6c0ee5c65cbc667b69f8a65672"
 uuid = "033835bb-8acc-5ee8-8aae-3f567f8a3819"
 version = "0.4.45"
@@ -1356,8 +945,8 @@ uuid = "0f8b85d8-7281-11e9-16c2-39a750bddbf1"
 version = "1.14.0"
 weakdeps = ["ArrowTypes"]
 
-[deps.JSON3.extensions]
-JSON3ArrowExt = ["ArrowTypes"]
+    [deps.JSON3.extensions]
+    JSON3ArrowExt = ["ArrowTypes"]
 
 [[deps.JpegTurbo]]
 deps = ["CEnum", "FileIO", "ImageCore", "JpegTurbo_jll", "TOML"]
@@ -1377,13 +966,7 @@ uuid = "5cadff95-7770-533d-a838-a1bf817ee6e0"
 version = "0.4.0"
 
 [[deps.KernelDensity]]
-deps = [
-    "Distributions",
-    "DocStringExtensions",
-    "FFTW",
-    "Interpolations",
-    "StatsBase",
-]
+deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
 git-tree-sha1 = "fee018a29b60733876eb557804b5b109dd3dd8a7"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
 version = "0.6.8"
@@ -1426,14 +1009,7 @@ uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
 version = "0.6.4"
 
 [[deps.LibCURL_jll]]
-deps = [
-    "Artifacts",
-    "LibSSH2_jll",
-    "Libdl",
-    "MbedTLS_jll",
-    "Zlib_jll",
-    "nghttp2_jll",
-]
+deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll", "Zlib_jll", "nghttp2_jll"]
 uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0"
 version = "8.4.0+0"
 
@@ -1518,15 +1094,15 @@ git-tree-sha1 = "7d6dd4e9212aebaeed356de34ccf262a3cd415aa"
 uuid = "2ab3a3ac-af41-5b50-aa03-7779005ae688"
 version = "0.3.26"
 
-[deps.LogExpFunctions.extensions]
-LogExpFunctionsChainRulesCoreExt = "ChainRulesCore"
-LogExpFunctionsChangesOfVariablesExt = "ChangesOfVariables"
-LogExpFunctionsInverseFunctionsExt = "InverseFunctions"
+    [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.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"
@@ -1556,63 +1132,7 @@ uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
 version = "0.5.13"
 
 [[deps.Makie]]
-deps = [
-    "Animations",
-    "Base64",
-    "CRC32c",
-    "ColorBrewer",
-    "ColorSchemes",
-    "ColorTypes",
-    "Colors",
-    "Contour",
-    "DelaunayTriangulation",
-    "Distributions",
-    "DocStringExtensions",
-    "Downloads",
-    "FFMPEG_jll",
-    "FileIO",
-    "FilePaths",
-    "FixedPointNumbers",
-    "Formatting",
-    "FreeType",
-    "FreeTypeAbstraction",
-    "GeometryBasics",
-    "GridLayoutBase",
-    "ImageIO",
-    "InteractiveUtils",
-    "IntervalArithmetic",
-    "IntervalSets",
-    "Isoband",
-    "KernelDensity",
-    "LaTeXStrings",
-    "LinearAlgebra",
-    "MacroTools",
-    "MakieCore",
-    "Markdown",
-    "MathTeXEngine",
-    "Observables",
-    "OffsetArrays",
-    "Packing",
-    "PlotUtils",
-    "PolygonOps",
-    "PrecompileTools",
-    "Printf",
-    "REPL",
-    "Random",
-    "RelocatableFolders",
-    "Scratch",
-    "ShaderAbstractions",
-    "Showoff",
-    "SignedDistanceFields",
-    "SparseArrays",
-    "StableHashTraits",
-    "Statistics",
-    "StatsBase",
-    "StatsFuns",
-    "StructArrays",
-    "TriplotBase",
-    "UnicodeFun",
-]
+deps = ["Animations", "Base64", "CRC32c", "ColorBrewer", "ColorSchemes", "ColorTypes", "Colors", "Contour", "DelaunayTriangulation", "Distributions", "DocStringExtensions", "Downloads", "FFMPEG_jll", "FileIO", "FilePaths", "FixedPointNumbers", "Formatting", "FreeType", "FreeTypeAbstraction", "GeometryBasics", "GridLayoutBase", "ImageIO", "InteractiveUtils", "IntervalArithmetic", "IntervalSets", "Isoband", "KernelDensity", "LaTeXStrings", "LinearAlgebra", "MacroTools", "MakieCore", "Markdown", "MathTeXEngine", "Observables", "OffsetArrays", "Packing", "PlotUtils", "PolygonOps", "PrecompileTools", "Printf", "REPL", "Random", "RelocatableFolders", "Scratch", "ShaderAbstractions", "Showoff", "SignedDistanceFields", "SparseArrays", "StableHashTraits", "Statistics", "StatsBase", "StatsFuns", "StructArrays", "TriplotBase", "UnicodeFun"]
 git-tree-sha1 = "40c5dfbb99c91835171536cd571fe6f1ba18ff97"
 uuid = "ee78f7c6-11fb-53f2-987a-cfe4a2b5a57a"
 version = "0.20.7"
@@ -1633,40 +1153,13 @@ 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",
-]
+deps = ["BenchmarkTools", "CodecBzip2", "CodecZlib", "DataStructures", "ForwardDiff", "JSON", "LinearAlgebra", "MutableArithmetics", "NaNMath", "OrderedCollections", "PrecompileTools", "Printf", "SparseArrays", "SpecialFunctions", "Test", "Unicode"]
 git-tree-sha1 = "569a003f93d7c64068d3afaab908d21f67a22cd5"
 uuid = "b8f27783-ece8-5eb3-8dc8-9495eed66fee"
 version = "1.25.3"
 
 [[deps.MathTeXEngine]]
-deps = [
-    "AbstractTrees",
-    "Automa",
-    "DataStructures",
-    "FreeTypeAbstraction",
-    "GeometryBasics",
-    "LaTeXStrings",
-    "REPL",
-    "RelocatableFolders",
-    "UnicodeFun",
-]
+deps = ["AbstractTrees", "Automa", "DataStructures", "FreeTypeAbstraction", "GeometryBasics", "LaTeXStrings", "REPL", "RelocatableFolders", "UnicodeFun"]
 git-tree-sha1 = "96ca8a313eb6437db5ffe946c457a401bbb8ce1d"
 uuid = "0a4f8689-d25c-4efe-a92b-7142dfc1aa53"
 version = "0.5.7"
@@ -1689,32 +1182,7 @@ uuid = "e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28"
 version = "1.1.0"
 
 [[deps.MixedModels]]
-deps = [
-    "Arrow",
-    "BSplineKit",
-    "DataAPI",
-    "Distributions",
-    "GLM",
-    "JSON3",
-    "LinearAlgebra",
-    "Markdown",
-    "MixedModelsDatasets",
-    "NLopt",
-    "PooledArrays",
-    "PrecompileTools",
-    "ProgressMeter",
-    "Random",
-    "SparseArrays",
-    "StaticArrays",
-    "Statistics",
-    "StatsAPI",
-    "StatsBase",
-    "StatsFuns",
-    "StatsModels",
-    "StructTypes",
-    "Tables",
-    "TypedTables",
-]
+deps = ["Arrow", "BSplineKit", "DataAPI", "Distributions", "GLM", "JSON3", "LinearAlgebra", "Markdown", "MixedModelsDatasets", "NLopt", "PooledArrays", "PrecompileTools", "ProgressMeter", "Random", "SparseArrays", "StaticArrays", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "StatsModels", "StructTypes", "Tables", "TypedTables"]
 git-tree-sha1 = "89a42cbdaf9148d18ea190844fc905ee93874275"
 uuid = "ff71e718-51f3-5ec2-a782-8ffcbfa3c316"
 version = "4.23.0"
@@ -1773,8 +1241,8 @@ uuid = "76087f3c-5699-56af-9a33-bf431cd00edd"
 version = "1.0.2"
 weakdeps = ["MathOptInterface"]
 
-[deps.NLopt.extensions]
-NLoptMathOptInterfaceExt = ["MathOptInterface"]
+    [deps.NLopt.extensions]
+    NLoptMathOptInterfaceExt = ["MathOptInterface"]
 
 [[deps.NLopt_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1789,30 +1257,13 @@ uuid = "15e1cf62-19b3-5cfa-8e77-841668bca605"
 version = "0.4.3"
 
 [[deps.NRRD]]
-deps = [
-    "CodecZlib",
-    "FileIO",
-    "ImageAxes",
-    "ImageCore",
-    "Mmap",
-    "Printf",
-    "Quaternions",
-    "StaticArrays",
-    "Unitful",
-]
+deps = ["CodecZlib", "FileIO", "ImageAxes", "ImageCore", "Mmap", "Printf", "Quaternions", "StaticArrays", "Unitful"]
 git-tree-sha1 = "1631613de2c328e9fdea1a1d2f8b6b14ed69448b"
 uuid = "9bb6cfbd-7763-5393-b1b5-1c8e09872146"
 version = "0.6.5"
 
 [[deps.NWBStream]]
-deps = [
-    "CondaPkg",
-    "DataFrames",
-    "DelimitedFiles",
-    "Downloads",
-    "Pkg",
-    "PythonCall",
-]
+deps = ["CondaPkg", "DataFrames", "DelimitedFiles", "Downloads", "Pkg", "PythonCall"]
 git-tree-sha1 = "bb9c1f37a742d938fff7097cbc192729d7ac0106"
 uuid = "5982c9a4-5774-4415-9796-801a4f82b4d6"
 version = "0.1.0"
@@ -1836,30 +1287,24 @@ uuid = "46757867-2c16-5918-afeb-47bfcb05e46a"
 version = "0.4.6"
 weakdeps = ["Graphs"]
 
-[deps.NetworkLayout.extensions]
-NetworkLayoutGraphsExt = "Graphs"
+    [deps.NetworkLayout.extensions]
+    NetworkLayoutGraphsExt = "Graphs"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
 version = "1.2.0"
 
 [[deps.Normalization]]
-deps = [
-    "Accessors",
-    "JuliennedArrays",
-    "LinearAlgebra",
-    "Statistics",
-    "StatsAPI",
-]
+deps = ["Accessors", "JuliennedArrays", "LinearAlgebra", "Statistics", "StatsAPI"]
 git-tree-sha1 = "15e38c731d861896dc34c6c6f389dcb6ff54a15f"
 uuid = "be38d6a3-8366-4a42-ad57-222272b5bbe7"
 version = "0.6.0"
 weakdeps = ["DataFrames", "DimensionalData", "Unitful"]
 
-[deps.Normalization.extensions]
-DataFramesExt = "DataFrames"
-DimensionalDataExt = "DimensionalData"
-UnitfulExt = "Unitful"
+    [deps.Normalization.extensions]
+    DataFramesExt = "DataFrames"
+    DimensionalDataExt = "DimensionalData"
+    UnitfulExt = "Unitful"
 
 [[deps.Observables]]
 git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225"
@@ -1872,8 +1317,8 @@ uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
 version = "1.13.0"
 weakdeps = ["Adapt"]
 
-[deps.OffsetArrays.extensions]
-OffsetArraysAdaptExt = "Adapt"
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1884,7 +1329,7 @@ version = "1.3.5+1"
 [[deps.OpenBLAS_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
 uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
-version = "0.3.23+2"
+version = "0.3.23+4"
 
 [[deps.OpenEXR]]
 deps = ["Colors", "FileIO", "OpenEXR_jll"]
@@ -1910,33 +1355,13 @@ uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
 version = "3.0.13+0"
 
 [[deps.OpenSpecFun_jll]]
-deps = [
-    "Artifacts",
-    "CompilerSupportLibraries_jll",
-    "JLLWrappers",
-    "Libdl",
-    "Pkg",
-]
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
 git-tree-sha1 = "13652491f6856acfd2db29360e1bbcd4565d04f1"
 uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e"
 version = "0.5.5+0"
 
 [[deps.Optim]]
-deps = [
-    "Compat",
-    "FillArrays",
-    "ForwardDiff",
-    "LineSearches",
-    "LinearAlgebra",
-    "MathOptInterface",
-    "NLSolversBase",
-    "NaNMath",
-    "Parameters",
-    "PositiveFactorizations",
-    "Printf",
-    "SparseArrays",
-    "StatsBase",
-]
+deps = ["Compat", "FillArrays", "ForwardDiff", "LineSearches", "LinearAlgebra", "MathOptInterface", "NLSolversBase", "NaNMath", "Parameters", "PositiveFactorizations", "Printf", "SparseArrays", "StatsBase"]
 git-tree-sha1 = "d024bfb56144d947d4fafcd9cb5cafbe3410b133"
 uuid = "429524aa-4258-5aef-a3af-852621145aeb"
 version = "1.9.2"
@@ -1964,14 +1389,7 @@ uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
 version = "0.11.31"
 
 [[deps.PNGFiles]]
-deps = [
-    "Base64",
-    "CEnum",
-    "ImageCore",
-    "IndirectArrays",
-    "OffsetArrays",
-    "libpng_jll",
-]
+deps = ["Base64", "CEnum", "ImageCore", "IndirectArrays", "OffsetArrays", "libpng_jll"]
 git-tree-sha1 = "67186a2bc9a90f9f85ff3cc8277868961fb57cbd"
 uuid = "f57f5aa1-a3ce-4bc8-8ab9-96f992907883"
 version = "0.4.3"
@@ -1989,17 +1407,7 @@ uuid = "5432bcbf-9aad-5242-b902-cca2824c8663"
 version = "0.5.12"
 
 [[deps.Pango_jll]]
-deps = [
-    "Artifacts",
-    "Cairo_jll",
-    "Fontconfig_jll",
-    "FreeType2_jll",
-    "FriBidi_jll",
-    "Glib_jll",
-    "HarfBuzz_jll",
-    "JLLWrappers",
-    "Libdl",
-]
+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 = "1.50.14+0"
@@ -2041,37 +1449,13 @@ uuid = "3bbf5609-3e7b-44cd-8549-7c69f321e792"
 version = "0.6.1"
 
 [[deps.Pixman_jll]]
-deps = [
-    "Artifacts",
-    "CompilerSupportLibraries_jll",
-    "JLLWrappers",
-    "LLVMOpenMP_jll",
-    "Libdl",
-]
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LLVMOpenMP_jll", "Libdl"]
 git-tree-sha1 = "64779bc4c9784fee475689a1752ef4d5747c5e87"
 uuid = "30392449-352a-5448-841d-b1acce4e97dc"
 version = "0.42.2+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", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]
 uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
 version = "1.10.0"
 
@@ -2082,16 +1466,7 @@ uuid = "eebad327-c553-4316-9ea0-9fa01ccd7688"
 version = "0.3.3"
 
 [[deps.PlotUtils]]
-deps = [
-    "ColorSchemes",
-    "Colors",
-    "Dates",
-    "PrecompileTools",
-    "Printf",
-    "Random",
-    "Reexport",
-    "Statistics",
-]
+deps = ["ColorSchemes", "Colors", "Dates", "PrecompileTools", "Printf", "Random", "Reexport", "Statistics"]
 git-tree-sha1 = "862942baf5663da528f66d24996eb6da85218e76"
 uuid = "995b91a9-d308-5afd-9ec6-746e21dbc043"
 version = "1.4.0"
@@ -2137,16 +1512,7 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
 version = "1.4.1"
 
 [[deps.PrettyTables]]
-deps = [
-    "Crayons",
-    "LaTeXStrings",
-    "Markdown",
-    "PrecompileTools",
-    "Printf",
-    "Reexport",
-    "StringManipulation",
-    "Tables",
-]
+deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
 git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
 version = "2.3.1"
@@ -2178,22 +1544,10 @@ uuid = "92933f4c-e287-5a05-a399-4b506db050ca"
 version = "1.9.0"
 
 [[deps.PythonCall]]
-deps = [
-    "CondaPkg",
-    "Dates",
-    "Libdl",
-    "MacroTools",
-    "Markdown",
-    "Pkg",
-    "REPL",
-    "Requires",
-    "Serialization",
-    "Tables",
-    "UnsafePointers",
-]
-git-tree-sha1 = "4999b3e4e9bdeba0b61ede19cc45a2128db21cdc"
+deps = ["CondaPkg", "Dates", "Libdl", "MacroTools", "Markdown", "Pkg", "REPL", "Requires", "Serialization", "Tables", "UnsafePointers"]
+git-tree-sha1 = "0fe6664f742903eab8929586af78e10a51b33577"
 uuid = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
-version = "0.9.15"
+version = "0.9.19"
 
 [[deps.QOI]]
 deps = ["ColorTypes", "FileIO", "FixedPointNumbers"]
@@ -2233,8 +1587,8 @@ uuid = "c84ed2f1-dad5-54f0-aa8e-dbefe2724439"
 version = "0.4.5"
 weakdeps = ["FixedPointNumbers"]
 
-[deps.Ratios.extensions]
-RatiosFixedPointNumbersExt = "FixedPointNumbers"
+    [deps.Ratios.extensions]
+    RatiosFixedPointNumbersExt = "FixedPointNumbers"
 
 [[deps.RealDot]]
 deps = ["LinearAlgebra"]
@@ -2289,17 +1643,17 @@ git-tree-sha1 = "754acd3031a9f2eaf6632ba4850b1c01fe4460c1"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
 version = "2.1.2"
 
-[deps.Roots.extensions]
-RootsForwardDiffExt = "ForwardDiff"
-RootsIntervalRootFindingExt = "IntervalRootFinding"
-RootsSymPyExt = "SymPy"
-RootsSymPyPythonCallExt = "SymPyPythonCall"
+    [deps.Roots.extensions]
+    RootsForwardDiffExt = "ForwardDiff"
+    RootsIntervalRootFindingExt = "IntervalRootFinding"
+    RootsSymPyExt = "SymPy"
+    RootsSymPyPythonCallExt = "SymPyPythonCall"
 
-[deps.Roots.weakdeps]
-ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
-IntervalRootFinding = "d2bf35a9-74e0-55ec-b149-d360ff49b807"
-SymPy = "24249f21-da20-56a4-8eb1-6a02cf4ae2e6"
-SymPyPythonCall = "bc8888f7-b21e-4b7c-a06a-5d9c9496438c"
+    [deps.Roots.weakdeps]
+    ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
+    IntervalRootFinding = "d2bf35a9-74e0-55ec-b149-d360ff49b807"
+    SymPy = "24249f21-da20-56a4-8eb1-6a02cf4ae2e6"
+    SymPyPythonCall = "bc8888f7-b21e-4b7c-a06a-5d9c9496438c"
 
 [[deps.RoundingEmulator]]
 git-tree-sha1 = "40b9edad2e5287e05bd413a38f61a8ff55b9557b"
@@ -2332,16 +1686,7 @@ uuid = "efcf1570-3423-57d1-acb7-fd33fddbac46"
 version = "1.1.1"
 
 [[deps.ShaderAbstractions]]
-deps = [
-    "ColorTypes",
-    "FixedPointNumbers",
-    "GeometryBasics",
-    "LinearAlgebra",
-    "Observables",
-    "StaticArrays",
-    "StructArrays",
-    "Tables",
-]
+deps = ["ColorTypes", "FixedPointNumbers", "GeometryBasics", "LinearAlgebra", "Observables", "StaticArrays", "StructArrays", "Tables"]
 git-tree-sha1 = "79123bc60c5507f035e6d1d9e563bb2971954ec8"
 uuid = "65257c39-d410-5151-9873-9b3e5be5013e"
 version = "0.4.1"
@@ -2368,24 +1713,7 @@ uuid = "73760f76-fbc4-59ce-8f25-708e95d2df96"
 version = "0.4.0"
 
 [[deps.SimpleGraphs]]
-deps = [
-    "AbstractLattices",
-    "Combinatorics",
-    "DataStructures",
-    "IterTools",
-    "LightXML",
-    "LinearAlgebra",
-    "LinearAlgebraX",
-    "Optim",
-    "Primes",
-    "Random",
-    "RingLists",
-    "SimplePartitions",
-    "SimplePolynomials",
-    "SimpleRandom",
-    "SparseArrays",
-    "Statistics",
-]
+deps = ["AbstractLattices", "Combinatorics", "DataStructures", "IterTools", "LightXML", "LinearAlgebra", "LinearAlgebraX", "Optim", "Primes", "Random", "RingLists", "SimplePartitions", "SimplePolynomials", "SimpleRandom", "SparseArrays", "Statistics"]
 git-tree-sha1 = "f65caa24a622f985cc341de81d3f9744435d0d0f"
 uuid = "55797a34-41de-5266-9ec1-32ac4eb504d3"
 version = "0.8.6"
@@ -2421,15 +1749,7 @@ uuid = "47aef6b3-ad0c-573a-a1e2-d07658019622"
 version = "1.4.0"
 
 [[deps.Sixel]]
-deps = [
-    "Dates",
-    "FileIO",
-    "ImageCore",
-    "IndirectArrays",
-    "OffsetArrays",
-    "REPL",
-    "libsixel_jll",
-]
+deps = ["Dates", "FileIO", "ImageCore", "IndirectArrays", "OffsetArrays", "REPL", "libsixel_jll"]
 git-tree-sha1 = "2da10356e31327c7096832eb9cd86307a50b1eb6"
 uuid = "45858cf5-a6b0-47a3-bbea-62219f50df47"
 version = "0.1.3"
@@ -2449,19 +1769,14 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 version = "1.10.0"
 
 [[deps.SpecialFunctions]]
-deps = [
-    "IrrationalConstants",
-    "LogExpFunctions",
-    "OpenLibm_jll",
-    "OpenSpecFun_jll",
-]
+deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
 git-tree-sha1 = "e2cfc4012a19088254b3950b85c3c1d8882d864d"
 uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
 version = "2.3.1"
 weakdeps = ["ChainRulesCore"]
 
-[deps.SpecialFunctions.extensions]
-SpecialFunctionsChainRulesCoreExt = "ChainRulesCore"
+    [deps.SpecialFunctions.extensions]
+    SpecialFunctionsChainRulesCoreExt = "ChainRulesCore"
 
 [[deps.SplitApplyCombine]]
 deps = ["Dictionaries", "Indexing"]
@@ -2494,9 +1809,9 @@ uuid = "90137ffa-7385-5640-81b9-e52037218182"
 version = "1.9.2"
 weakdeps = ["ChainRulesCore", "Statistics"]
 
-[deps.StaticArrays.extensions]
-StaticArraysChainRulesCoreExt = "ChainRulesCore"
-StaticArraysStatisticsExt = "Statistics"
+    [deps.StaticArrays.extensions]
+    StaticArraysChainRulesCoreExt = "ChainRulesCore"
+    StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
 git-tree-sha1 = "36b3d696ce6366023a0ea192b4cd442268995a0d"
@@ -2515,55 +1830,24 @@ uuid = "82ae8749-77ed-4fe6-ae5f-f523153014b0"
 version = "1.7.0"
 
 [[deps.StatsBase]]
-deps = [
-    "DataAPI",
-    "DataStructures",
-    "LinearAlgebra",
-    "LogExpFunctions",
-    "Missings",
-    "Printf",
-    "Random",
-    "SortingAlgorithms",
-    "SparseArrays",
-    "Statistics",
-    "StatsAPI",
-]
+deps = ["DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
 git-tree-sha1 = "1d77abd07f617c4868c33d4f5b9e1dbb2643c9cf"
 uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
 version = "0.34.2"
 
 [[deps.StatsFuns]]
-deps = [
-    "HypergeometricFunctions",
-    "IrrationalConstants",
-    "LogExpFunctions",
-    "Reexport",
-    "Rmath",
-    "SpecialFunctions",
-]
+deps = ["HypergeometricFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
 git-tree-sha1 = "cef0472124fab0695b58ca35a77c6fb942fdab8a"
 uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
 version = "1.3.1"
 weakdeps = ["ChainRulesCore", "InverseFunctions"]
 
-[deps.StatsFuns.extensions]
-StatsFunsChainRulesCoreExt = "ChainRulesCore"
-StatsFunsInverseFunctionsExt = "InverseFunctions"
+    [deps.StatsFuns.extensions]
+    StatsFunsChainRulesCoreExt = "ChainRulesCore"
+    StatsFunsInverseFunctionsExt = "InverseFunctions"
 
 [[deps.StatsModels]]
-deps = [
-    "DataAPI",
-    "DataStructures",
-    "LinearAlgebra",
-    "Printf",
-    "REPL",
-    "ShiftedArrays",
-    "SparseArrays",
-    "StatsAPI",
-    "StatsBase",
-    "StatsFuns",
-    "Tables",
-]
+deps = ["DataAPI", "DataStructures", "LinearAlgebra", "Printf", "REPL", "ShiftedArrays", "SparseArrays", "StatsAPI", "StatsBase", "StatsFuns", "Tables"]
 git-tree-sha1 = "5cf6c4583533ee38639f73b880f35fc85f2941e0"
 uuid = "3eaba693-59b7-5ba5-a881-562e759f1c8d"
 version = "0.7.3"
@@ -2575,14 +1859,7 @@ uuid = "892a3eda-7b42-436c-8928-eab12a02cf0e"
 version = "0.3.4"
 
 [[deps.StructArrays]]
-deps = [
-    "Adapt",
-    "ConstructionBase",
-    "DataAPI",
-    "GPUArraysCore",
-    "StaticArraysCore",
-    "Tables",
-]
+deps = ["Adapt", "ConstructionBase", "DataAPI", "GPUArraysCore", "StaticArraysCore", "Tables"]
 git-tree-sha1 = "1b0b1205a56dc288b71b1961d48e351520702e24"
 uuid = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
 version = "0.6.17"
@@ -2620,14 +1897,7 @@ uuid = "3783bdb8-4a98-5b6b-af9a-565f29a5fe9c"
 version = "1.0.1"
 
 [[deps.Tables]]
-deps = [
-    "DataAPI",
-    "DataValueInterfaces",
-    "IteratorInterfaceExtensions",
-    "LinearAlgebra",
-    "OrderedCollections",
-    "TableTraits",
-]
+deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
 git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
 version = "1.11.1"
@@ -2648,105 +1918,52 @@ deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
 uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.TiffImages]]
-deps = [
-    "ColorTypes",
-    "DataStructures",
-    "DocStringExtensions",
-    "FileIO",
-    "FixedPointNumbers",
-    "IndirectArrays",
-    "Inflate",
-    "Mmap",
-    "OffsetArrays",
-    "PkgVersion",
-    "ProgressMeter",
-    "UUIDs",
-]
+deps = ["ColorTypes", "DataStructures", "DocStringExtensions", "FileIO", "FixedPointNumbers", "IndirectArrays", "Inflate", "Mmap", "OffsetArrays", "PkgVersion", "ProgressMeter", "UUIDs"]
 git-tree-sha1 = "34cc045dd0aaa59b8bbe86c644679bc57f1d5bd0"
 uuid = "731e570b-9d59-4bfa-96dc-6df516fadf69"
 version = "0.6.8"
 
 [[deps.TimeZones]]
-deps = [
-    "Artifacts",
-    "Dates",
-    "Downloads",
-    "InlineStrings",
-    "LazyArtifacts",
-    "Mocking",
-    "Printf",
-    "Scratch",
-    "TZJData",
-    "Unicode",
-    "p7zip_jll",
-]
+deps = ["Artifacts", "Dates", "Downloads", "InlineStrings", "LazyArtifacts", "Mocking", "Printf", "Scratch", "TZJData", "Unicode", "p7zip_jll"]
 git-tree-sha1 = "89e64d61ef3cd9e80f7fc12b7d13db2d75a23c03"
 uuid = "f269a46b-ccf7-5d73-abea-4c690281aa53"
 version = "1.13.0"
 weakdeps = ["RecipesBase"]
 
-[deps.TimeZones.extensions]
-TimeZonesRecipesBaseExt = "RecipesBase"
+    [deps.TimeZones.extensions]
+    TimeZonesRecipesBaseExt = "RecipesBase"
 
 [[deps.TimeseriesFeatures]]
-deps = [
-    "DimensionalData",
-    "LinearAlgebra",
-    "ProgressLogging",
-    "Reexport",
-    "Requires",
-    "Statistics",
-]
+deps = ["DimensionalData", "LinearAlgebra", "ProgressLogging", "Reexport", "Requires", "Statistics"]
 git-tree-sha1 = "32ab4cd66a23ed87f52532ec77c26e0f4e98ab9a"
 uuid = "f3112013-b923-4dfa-b867-8806c885f823"
 version = "0.4.0"
 
 [[deps.TimeseriesTools]]
-deps = [
-    "Dates",
-    "DelimitedFiles",
-    "DimensionalData",
-    "Distributions",
-    "FFTW",
-    "FileIO",
-    "GeometryBasics",
-    "IntervalSets",
-    "JSON",
-    "LaTeXStrings",
-    "LinearAlgebra",
-    "MakieCore",
-    "Normalization",
-    "Peaks",
-    "Random",
-    "Reexport",
-    "Requires",
-    "SparseArrays",
-    "Statistics",
-    "Unitful",
-]
+deps = ["Dates", "DelimitedFiles", "DimensionalData", "Distributions", "FFTW", "FileIO", "GeometryBasics", "IntervalSets", "JSON", "LaTeXStrings", "LinearAlgebra", "MakieCore", "Normalization", "Peaks", "Random", "Reexport", "Requires", "SparseArrays", "Statistics", "Unitful"]
 git-tree-sha1 = "a374a75359c7ce38dde9b9804ebd490c06fad844"
 repo-rev = "main"
 repo-url = "https://github.com/brendanjohnharris/TimeseriesTools.jl.git"
 uuid = "380cddd1-6ef2-46ca-b087-e7151fb095ff"
 version = "0.3.0"
 
-[deps.TimeseriesTools.extensions]
-CUDAExt = ["CUDA", "ContinuousWavelets"]
-ContinuousWaveletsExt = ["ContinuousWavelets", "Mmap"]
-DierckxExt = ["Dierckx"]
-GeneralizedPhase = ["GeneralizedPhase"]
-NaturalNeighboursExt = ["NaturalNeighbours"]
-
-[deps.TimeseriesTools.weakdeps]
-CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
-ContinuousWavelets = "96eb917e-2868-4417-9cb6-27e7ff17528f"
-DSP = "717857b8-e6f2-59f4-9121-6e50c889abd2"
-Dierckx = "39dd38d3-220a-591b-8e3c-4c3a8c710a94"
-GeneralizedPhase = "13235c25-d339-4138-a8bf-65c4e89d8d0a"
-Makie = "ee78f7c6-11fb-53f2-987a-cfe4a2b5a57a"
-Mmap = "a63ad114-7e13-5084-954f-fe012c677804"
-NaturalNeighbours = "f16ad982-4edb-46b1-8125-78e5a8b5a9e6"
-TimeseriesSurrogates = "c804724b-8c18-5caa-8579-6025a0767c70"
+    [deps.TimeseriesTools.extensions]
+    CUDAExt = ["CUDA", "ContinuousWavelets"]
+    ContinuousWaveletsExt = ["ContinuousWavelets", "Mmap"]
+    DierckxExt = ["Dierckx"]
+    GeneralizedPhase = ["GeneralizedPhase"]
+    NaturalNeighboursExt = ["NaturalNeighbours"]
+
+    [deps.TimeseriesTools.weakdeps]
+    CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
+    ContinuousWavelets = "96eb917e-2868-4417-9cb6-27e7ff17528f"
+    DSP = "717857b8-e6f2-59f4-9121-6e50c889abd2"
+    Dierckx = "39dd38d3-220a-591b-8e3c-4c3a8c710a94"
+    GeneralizedPhase = "13235c25-d339-4138-a8bf-65c4e89d8d0a"
+    Makie = "ee78f7c6-11fb-53f2-987a-cfe4a2b5a57a"
+    Mmap = "a63ad114-7e13-5084-954f-fe012c677804"
+    NaturalNeighbours = "f16ad982-4edb-46b1-8125-78e5a8b5a9e6"
+    TimeseriesSurrogates = "c804724b-8c18-5caa-8579-6025a0767c70"
 
 [[deps.TranscodingStreams]]
 git-tree-sha1 = "54194d92959d8ebaa8e26227dbe3cdefcdcd594f"
@@ -2754,8 +1971,8 @@ uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
 version = "0.10.3"
 weakdeps = ["Random", "Test"]
 
-[deps.TranscodingStreams.extensions]
-TestExt = ["Test", "Random"]
+    [deps.TranscodingStreams.extensions]
+    TestExt = ["Test", "Random"]
 
 [[deps.TriplotBase]]
 git-tree-sha1 = "4d4ed7f294cda19382ff7de4c137d24d16adc89b"
@@ -2768,14 +1985,7 @@ uuid = "9d95972d-f1c8-5527-a6e0-b4b365fa01f6"
 version = "1.5.0"
 
 [[deps.TypedTables]]
-deps = [
-    "Adapt",
-    "Dictionaries",
-    "Indexing",
-    "SplitApplyCombine",
-    "Tables",
-    "Unicode",
-]
+deps = ["Adapt", "Dictionaries", "Indexing", "SplitApplyCombine", "Tables", "Unicode"]
 git-tree-sha1 = "84fd7dadde577e01eb4323b7e7b9cb51c62c60d4"
 uuid = "9d95f2ec-7b3d-5a63-8d20-e2491e220bb9"
 version = "1.4.6"
@@ -2805,9 +2015,9 @@ uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
 version = "1.19.0"
 weakdeps = ["ConstructionBase", "InverseFunctions"]
 
-[deps.Unitful.extensions]
-ConstructionBaseUnitfulExt = "ConstructionBase"
-InverseFunctionsUnitfulExt = "InverseFunctions"
+    [deps.Unitful.extensions]
+    ConstructionBaseUnitfulExt = "ConstructionBase"
+    InverseFunctionsUnitfulExt = "InverseFunctions"
 
 [[deps.UnsafePointers]]
 git-tree-sha1 = "c81331b3b2e60a982be57c046ec91f599ede674a"
@@ -2838,29 +2048,13 @@ uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
 version = "2.12.2+0"
 
 [[deps.XSLT_jll]]
-deps = [
-    "Artifacts",
-    "JLLWrappers",
-    "Libdl",
-    "Libgcrypt_jll",
-    "Libgpg_error_jll",
-    "Libiconv_jll",
-    "Pkg",
-    "XML2_jll",
-    "Zlib_jll",
-]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
 git-tree-sha1 = "91844873c4085240b95e795f692c4cec4d805f8a"
 uuid = "aed1982a-8fda-507f-9586-7b0439959a61"
 version = "1.1.34+0"
 
 [[deps.Xorg_libX11_jll]]
-deps = [
-    "Artifacts",
-    "JLLWrappers",
-    "Libdl",
-    "Xorg_libxcb_jll",
-    "Xorg_xtrans_jll",
-]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxcb_jll", "Xorg_xtrans_jll"]
 git-tree-sha1 = "afead5aba5aa507ad5a3bf01f58f82c8d1403495"
 uuid = "4f6342f7-b3d2-589e-9d20-edeb45f2b2bc"
 version = "1.8.6+0"
@@ -2896,15 +2090,7 @@ uuid = "14d82f49-176c-5ed1-bb49-ad3f5cbd8c74"
 version = "0.1.1+0"
 
 [[deps.Xorg_libxcb_jll]]
-deps = [
-    "Artifacts",
-    "JLLWrappers",
-    "Libdl",
-    "XSLT_jll",
-    "Xorg_libXau_jll",
-    "Xorg_libXdmcp_jll",
-    "Xorg_libpthread_stubs_jll",
-]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "XSLT_jll", "Xorg_libXau_jll", "Xorg_libXdmcp_jll", "Xorg_libpthread_stubs_jll"]
 git-tree-sha1 = "b4bfde5d5b652e22b9c790ad00af08b6d042b97d"
 uuid = "c7cfdc94-dc32-55de-ac96-5a1b8d977c5b"
 version = "1.15.0+0"
@@ -2951,17 +2137,7 @@ uuid = "a4ae2306-e953-59d6-aa16-d00cac43593b"
 version = "3.4.0+0"
 
 [[deps.libass_jll]]
-deps = [
-    "Artifacts",
-    "Bzip2_jll",
-    "FreeType2_jll",
-    "FriBidi_jll",
-    "HarfBuzz_jll",
-    "JLLWrappers",
-    "Libdl",
-    "Pkg",
-    "Zlib_jll",
-]
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
 git-tree-sha1 = "5982a94fcba20f02f42ace44b9894ee2b140fe47"
 uuid = "0ac62f75-1d6f-5e53-bd7c-93b484bb37c0"
 version = "0.15.1+0"
@@ -2984,14 +2160,7 @@ uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
 version = "1.6.42+0"
 
 [[deps.libsixel_jll]]
-deps = [
-    "Artifacts",
-    "JLLWrappers",
-    "JpegTurbo_jll",
-    "Libdl",
-    "Pkg",
-    "libpng_jll",
-]
+deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Pkg", "libpng_jll"]
 git-tree-sha1 = "d4f63314c8aa1e48cd22aa0c17ed76cd1ae48c3c"
 uuid = "075b6546-f08a-558a-be8f-8157d0f608a5"
 version = "1.10.3+0"
diff --git a/paper/Criticality.jl/Project.toml b/paper/Criticality.jl/Project.toml
index 6c90c57..96b8bf7 100644
--- a/paper/Criticality.jl/Project.toml
+++ b/paper/Criticality.jl/Project.toml
@@ -1,5 +1,6 @@
 [deps]
 AllenNeuropixelsBase = "0b0e28cf-a3af-44db-8bea-1c4507018d35"
+AllenSDK = "9d22b198-c11d-497b-9ac7-6add78eade21"
 AnovaMixedModels = "6832ca0c-c2dd-4d0c-851a-521ca5db42f5"
 CairoMakie = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0"
 Catch22 = "acdeb78f-3d39-4310-8fdf-6d75c17c6d5a"
@@ -16,7 +17,32 @@ JLD2 = "033835bb-8acc-5ee8-8aae-3f567f8a3819"
 JSON = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
 NPZ = "15e1cf62-19b3-5cfa-8e77-841668bca605"
 Normalization = "be38d6a3-8366-4a42-ad57-222272b5bbe7"
+PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
 SimpleWeightedGraphs = "47aef6b3-ad0c-573a-a1e2-d07658019622"
 Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
 StatsBase = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
 TimeseriesTools = "380cddd1-6ef2-46ca-b087-e7151fb095ff"
+
+[compat]
+AllenNeuropixelsBase = "0.1"
+AllenSDK = "0.1"
+AnovaMixedModels = "0.2.4"
+CairoMakie = "0.11.8"
+Catch22 = "0.5"
+DSP = "0.7"
+DataFrames = "1.6"
+DimensionalData = "0.26"
+FileIO = "1.16"
+GraphMakie = "0.5.9"
+HDF5 = "0.17"
+HypothesisTests = "0.11"
+IntervalSets = "0.7.5"
+JLD2 = "0.4.35"
+JSON = "0.21.4"
+NPZ = "0.4.3"
+Normalization = "0.6"
+PythonCall = "0.9.16"
+SimpleWeightedGraphs = "1.4"
+StatsBase = "0.34"
+TimeseriesTools = "0.3"
+julia = "1.10"
diff --git a/paper/Criticality.jl/plot_DistributedCriticality.jl b/paper/Criticality.jl/plot_DistributedCriticality.jl
index 5f36351..263bfab 100644
--- a/paper/Criticality.jl/plot_DistributedCriticality.jl
+++ b/paper/Criticality.jl/plot_DistributedCriticality.jl
@@ -11,10 +11,11 @@ using Catch22
 using TimeseriesTools
 import Base.Iterators.flatten
 import CairoMakie.RGB
+import CairoMakie.Makie: @colorant_str
 
 Random.seed!(32)
 nulls = 1e6
-colors = [Makie.colorant"#D95319", Makie.colorant"#0072BD", Makie.colorant"black"]
+colors = [colorant"#D95319", colorant"#0072BD", colorant"black"]
 file = jldopen("$(@__DIR__)/Data/criticality.jld2")
 sessions = keys(file)
 badsessions = [s for s in sessions if isnothing(file[s])]