diff --git a/Manifest.toml b/Manifest.toml
index 94affad..3c88c8c 100644
--- a/Manifest.toml
+++ b/Manifest.toml
@@ -30,9 +30,9 @@ version = "3.7.2"
 
 [[ArgParse]]
 deps = ["Logging", "TextWrap"]
-git-tree-sha1 = "3102bce13da501c9104df33549f511cd25264d7d"
+git-tree-sha1 = "d4eccacaa3a632e8717556479d45502af44b4c17"
 uuid = "c7e460c6-2fb9-53a9-8c5b-16f535851c63"
-version = "1.1.4"
+version = "1.1.5"
 
 [[ArgTools]]
 uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
@@ -63,9 +63,9 @@ version = "7.5.1"
 
 [[ArrayLayouts]]
 deps = ["FillArrays", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "f5c3f5584f14322a0bd73362fd88b589dabd4019"
+git-tree-sha1 = "64d582bcb9c93ac741234789eeb4f16812413efb"
 uuid = "4c555306-a7a7-4459-81d9-ec55ddd5c99a"
-version = "1.5.3"
+version = "1.6.0"
 
 [[Artifacts]]
 uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
@@ -90,9 +90,9 @@ version = "0.8.4"
 
 [[AxisAlgorithms]]
 deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"]
-git-tree-sha1 = "66771c8d21c8ff5e3a93379480a2307ac36863f7"
+git-tree-sha1 = "01b8ccb13d68535d73d2b0c23e39bd23155fb712"
 uuid = "13072b0f-2c55-5437-9ae7-d433b7a33950"
-version = "1.0.1"
+version = "1.1.0"
 
 [[AxisArrays]]
 deps = ["Dates", "IntervalSets", "IterTools", "RangeArrays"]
@@ -253,15 +253,15 @@ version = "0.2.2"
 
 [[ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "213f001d1233fd3b8ef007f50c8cab29061917d8"
+git-tree-sha1 = "4e42872be98fa3343c4f8458cbda8c5c6a6fa97c"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.61.0"
+version = "1.63.0"
 
 [[ChainRulesCore]]
 deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "1287e3872d646eed95198457873249bd9f0caed2"
+git-tree-sha1 = "ad25e7d21ce10e01de973cdc68ad0f850a953c52"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.20.1"
+version = "1.21.1"
 
 [[ChangesOfVariables]]
 deps = ["InverseFunctions", "LinearAlgebra", "Test"]
@@ -301,9 +301,9 @@ version = "0.8.2"
 
 [[CodecLz4]]
 deps = ["Lz4_jll", "TranscodingStreams"]
-git-tree-sha1 = "8bf4f9e2ee52b5e217451a7cd9171fcd4e16ae23"
+git-tree-sha1 = "b8aecef9f90530cf322a8386630ec18485c17991"
 uuid = "5ba52731-8f18-5e0d-9241-30f10d1ec561"
-version = "0.4.1"
+version = "0.4.3"
 
 [[CodecXz]]
 deps = ["Libdl", "TranscodingStreams", "XZ_jll"]
@@ -741,9 +741,9 @@ version = "0.5.0"
 
 [[Functors]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "9a68d75d466ccc1218d0552a8e1631151c569545"
+git-tree-sha1 = "166c544477f97bbadc7179ede1c1868e0e9b426b"
 uuid = "d9f16b24-f501-4c13-a1f2-28368ffc5196"
-version = "0.4.5"
+version = "0.4.7"
 
 [[Future]]
 deps = ["Random"]
@@ -1101,15 +1101,15 @@ uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 
 [[Interpolations]]
 deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "Requires", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"]
-git-tree-sha1 = "721ec2cf720536ad005cb38f50dbba7b02419a15"
+git-tree-sha1 = "88a101217d7cb38a7b481ccd50d21876e1d1b0e0"
 uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
-version = "0.14.7"
+version = "0.15.1"
 
 [[IntervalSets]]
-deps = ["Dates", "Random", "Statistics"]
-git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
+deps = ["Random", "RecipesBase", "Statistics"]
+git-tree-sha1 = "dba9ddf07f77f60450fe5d2e2beb9854d9a49bd0"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.7.8"
+version = "0.7.10"
 
 [[IntervalTrees]]
 git-tree-sha1 = "dc3b97bb5c9cb7c437f74027309f2c2f09a82aaf"
@@ -1504,9 +1504,9 @@ uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[MathOptInterface]]
 deps = ["BenchmarkTools", "CodecBzip2", "CodecZlib", "DataStructures", "ForwardDiff", "JSON", "LinearAlgebra", "MutableArithmetics", "NaNMath", "OrderedCollections", "PrecompileTools", "Printf", "SparseArrays", "SpecialFunctions", "Test", "Unicode"]
-git-tree-sha1 = "8b40681684df46785a0012d352982e22ac3be59e"
+git-tree-sha1 = "569a003f93d7c64068d3afaab908d21f67a22cd5"
 uuid = "b8f27783-ece8-5eb3-8dc8-9495eed66fee"
-version = "1.25.2"
+version = "1.25.3"
 
 [[MbedTLS]]
 deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
@@ -1578,9 +1578,9 @@ version = "1.0.19"
 
 [[MutableArithmetics]]
 deps = ["LinearAlgebra", "SparseArrays", "Test"]
-git-tree-sha1 = "806eea990fb41f9b36f1253e5697aa645bf6a9f8"
+git-tree-sha1 = "302fd161eb1c439e4115b51ae456da4e9984f130"
 uuid = "d8a4904e-b15c-11e9-3269-09a3773c0cb0"
-version = "1.4.0"
+version = "1.4.1"
 
 [[MyterialColors]]
 git-tree-sha1 = "01d8466fb449436348999d7c6ad740f8f853a579"
@@ -1725,9 +1725,9 @@ version = "0.5.5+0"
 
 [[Optim]]
 deps = ["Compat", "FillArrays", "ForwardDiff", "LineSearches", "LinearAlgebra", "MathOptInterface", "NLSolversBase", "NaNMath", "Parameters", "PositiveFactorizations", "Printf", "SparseArrays", "StatsBase"]
-git-tree-sha1 = "47fea72de134f75b105a5d4a1abe5c6aec89d390"
+git-tree-sha1 = "d024bfb56144d947d4fafcd9cb5cafbe3410b133"
 uuid = "429524aa-4258-5aef-a3af-852621145aeb"
-version = "1.9.1"
+version = "1.9.2"
 
 [[Opus_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1979,9 +1979,9 @@ version = "0.16.6"
 
 [[Quaternions]]
 deps = ["LinearAlgebra", "Random", "RealDot"]
-git-tree-sha1 = "9a46862d248ea548e340e30e2894118749dc7f51"
+git-tree-sha1 = "994cc27cdacca10e68feb291673ec3a76aa2fae9"
 uuid = "94ee1d12-ae83-5a48-8b1c-48b8ff168ae0"
-version = "0.7.5"
+version = "0.7.6"
 
 [[REPL]]
 deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
@@ -2087,15 +2087,15 @@ version = "0.4.0+0"
 
 [[Roots]]
 deps = ["Accessors", "ChainRulesCore", "CommonSolve", "Printf"]
-git-tree-sha1 = "39ebae5b76c8cd5629bec21adfca78b437dac1e6"
+git-tree-sha1 = "754acd3031a9f2eaf6632ba4850b1c01fe4460c1"
 uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "2.1.1"
+version = "2.1.2"
 
 [[Rotations]]
-deps = ["LinearAlgebra", "Quaternions", "Random", "StaticArrays"]
-git-tree-sha1 = "792d8fd4ad770b6d517a13ebb8dadfcac79405b8"
+deps = ["LinearAlgebra", "Quaternions", "Random", "RecipesBase", "StaticArrays"]
+git-tree-sha1 = "2a0a5d8569f481ff8840e3b7c84bbf188db6a3fe"
 uuid = "6038ab10-8711-5258-84ad-4b1120ba62dc"
-version = "1.6.1"
+version = "1.7.0"
 
 [[RuntimeGeneratedFunctions]]
 deps = ["ExprTools", "SHA", "Serialization"]
@@ -2269,9 +2269,9 @@ version = "0.1.1"
 
 [[Static]]
 deps = ["IfElse"]
-git-tree-sha1 = "f295e0a1da4ca425659c57441bcb59abb035a4bc"
+git-tree-sha1 = "b366eb1eb68075745777d80861c6706c33f588ae"
 uuid = "aedffcd0-7271-4cad-89d0-dc628f76c6d3"
-version = "0.8.8"
+version = "0.8.9"
 
 [[StaticArrayInterface]]
 deps = ["ArrayInterface", "Compat", "IfElse", "LinearAlgebra", "PrecompileTools", "Requires", "SparseArrays", "Static", "SuiteSparse"]
@@ -2308,9 +2308,9 @@ version = "0.33.21"
 
 [[StatsFuns]]
 deps = ["ChainRulesCore", "HypergeometricFunctions", "InverseFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
-git-tree-sha1 = "f625d686d5a88bcd2b15cd81f18f98186fdc0c9a"
+git-tree-sha1 = "cef0472124fab0695b58ca35a77c6fb942fdab8a"
 uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
-version = "1.3.0"
+version = "1.3.1"
 
 [[StatsModels]]
 deps = ["DataAPI", "DataStructures", "LinearAlgebra", "Printf", "REPL", "ShiftedArrays", "SparseArrays", "StatsAPI", "StatsBase", "StatsFuns", "Tables"]
@@ -2320,9 +2320,9 @@ version = "0.7.3"
 
 [[StatsPlots]]
 deps = ["AbstractFFTs", "Clustering", "DataStructures", "Distributions", "Interpolations", "KernelDensity", "LinearAlgebra", "MultivariateStats", "NaNMath", "Observables", "Plots", "RecipesBase", "RecipesPipeline", "Reexport", "StatsBase", "TableOperations", "Tables", "Widgets"]
-git-tree-sha1 = "9115a29e6c2cf66cf213ccc17ffd61e27e743b24"
+git-tree-sha1 = "3b1dcbf62e469a67f6733ae493401e53d92ff543"
 uuid = "f3b207a7-027a-5e70-b257-86293d7955fd"
-version = "0.15.6"
+version = "0.15.7"
 
 [[SteadyStateDiffEq]]
 deps = ["DiffEqBase", "DiffEqCallbacks", "LinearAlgebra", "NLsolve", "Reexport", "SciMLBase"]
@@ -2628,9 +2628,9 @@ version = "0.3.1"
 
 [[WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062"
+git-tree-sha1 = "c1a7aa6219628fcd757dede0ca95e245c5cd9511"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.6"
+version = "1.0.0"
 
 [[WordTokenizers]]
 deps = ["DataDeps", "HTML_Entities", "StrTables", "Unicode"]
@@ -2871,9 +2871,9 @@ version = "2.0.2+0"
 
 [[libpng_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
-git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
+git-tree-sha1 = "873b4f805771d3e4bafe63af759a26ea8ca84d14"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.40+0"
+version = "1.6.42+0"
 
 [[libsixel_jll]]
 deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Pkg", "libpng_jll"]