diff --git a/src/plot/Plots.jl.jl b/src/plot/Plots.jl.jl
index 3863f73..4495255 100644
--- a/src/plot/Plots.jl.jl
+++ b/src/plot/Plots.jl.jl
@@ -1,5 +1,5 @@
 ### A Pluto.jl notebook ###
-# v0.19.30
+# v0.19.42
 
 #> [frontmatter]
 #> license_url = "https://github.com/JuliaPluto/featured/blob/2a6a9664e5428b37abe4957c1dca0994f4a8b7fd/LICENSES/Unlicense"
@@ -16,6 +16,9 @@
 using Markdown
 using InteractiveUtils
 
+# ╔═╡ 5e611449-c239-4547-9d13-5db33a081e58
+using Plots
+
 # ╔═╡ 7b93882c-9ad8-11ea-0288-0941e163f9d5
 md"""
 # Plotting in Pluto
@@ -27,9 +30,6 @@ I wrote this notebook so you can understand it even if you have never used `Plot
 Let's start by importing the `Plots` package. _(Pluto's package manager automatically takes care of installing and tracking dependencies!)_
 """
 
-# ╔═╡ 5e611449-c239-4547-9d13-5db33a081e58
-using Plots
-
 # ╔═╡ e5abaf40-f105-11ea-1494-2da858d7db5b
 md"We need to choose a _backend_ for Plots.jl. We choose `plotly` because it works with no additional dependencies. You can [read more about backends](http://docs.juliaplots.org/latest/backends/#backends) in Plots.jl - it's one of its coolest features!"
 
@@ -228,7 +228,7 @@ PLUTO_PROJECT_TOML_CONTENTS = """
 Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
 
 [compat]
-Plots = "~1.39.0"
+Plots = "~1.40.4"
 """
 
 # ╔═╡ 00000000-0000-0000-0000-000000000002
@@ -251,21 +251,21 @@ version = "0.1.8"
 
 [[Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "19a35467a82e236ff51bc17a3a44b69ef35185a2"
+git-tree-sha1 = "9e2a6b69137e6969bab0152632dcb3bc108c8bdd"
 uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
-version = "1.0.8+0"
+version = "1.0.8+1"
 
 [[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"]
-git-tree-sha1 = "4b859a208b2397a7a623a03449e4636bdb17bcf2"
+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"
 uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a"
-version = "1.16.1+1"
+version = "1.18.0+2"
 
 [[ChainRulesCore]]
 deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "e0af648f0692ec1691b5d094b8724ba1346281cf"
+git-tree-sha1 = "575cd02e080939a33b6df6c5853d14924c08e35b"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.18.0"
+version = "1.23.0"
 
 [[ChangesOfVariables]]
 deps = ["InverseFunctions", "LinearAlgebra", "Test"]
@@ -275,21 +275,21 @@ version = "0.1.8"
 
 [[CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "cd67fc487743b2f0fd4380d4cbd3a24660d0eec8"
+git-tree-sha1 = "59939d8a997469ee05c4b4944560a820f9ba0d73"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.3"
+version = "0.7.4"
 
 [[ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
-git-tree-sha1 = "67c1f244b991cad9b0aa4b7540fb758c2488b129"
+git-tree-sha1 = "4b270d6465eb21ae89b732182c20dc165f8bf9f2"
 uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4"
-version = "3.24.0"
+version = "3.25.0"
 
 [[ColorTypes]]
 deps = ["FixedPointNumbers", "Random"]
-git-tree-sha1 = "eb7f0f8307f71fac7c606984ea5fb2817275d6e4"
+git-tree-sha1 = "b10d0b65641d57b8b4d5e234446582de5047050d"
 uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
-version = "0.11.4"
+version = "0.11.5"
 
 [[ColorVectorSpace]]
 deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "Requires", "Statistics", "TensorCore"]
@@ -299,15 +299,15 @@ version = "0.10.0"
 
 [[Colors]]
 deps = ["ColorTypes", "FixedPointNumbers", "Reexport"]
-git-tree-sha1 = "fc08e5930ee9a4e03f84bfb5211cb54e7769758a"
+git-tree-sha1 = "362a287c3aa50601b0bc359053d5c2468f0e7ce0"
 uuid = "5ae59095-9a9b-59fe-a467-6f913c188581"
-version = "0.12.10"
+version = "0.12.11"
 
 [[Compat]]
-deps = ["Dates", "LinearAlgebra", "UUIDs"]
-git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
+deps = ["Dates", "LinearAlgebra", "TOML", "UUIDs"]
+git-tree-sha1 = "b1c55339b7c6c350ee89f2c1604299660525b248"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.1"
+version = "4.15.0"
 
 [[CompilerSupportLibraries_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -315,31 +315,31 @@ uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
 
 [[ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "8cfa272e8bdedfa88b6aefbbca7c19f1befac519"
+git-tree-sha1 = "6cbbd4d241d7e6579ab354737f4dd95ca43946e1"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.3.0"
+version = "2.4.1"
 
 [[ConstructionBase]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "c53fc348ca4d40d7b371e71fd52251839080cbc9"
+git-tree-sha1 = "260fd2400ed2dab602a7c15cf10c1933c59930a2"
 uuid = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
-version = "1.5.4"
+version = "1.5.5"
 
 [[Contour]]
-git-tree-sha1 = "d05d9e7b7aedff4e5b51a029dced05cfb6125781"
+git-tree-sha1 = "439e35b0b36e2e5881738abc8857bd92ad6ff9a8"
 uuid = "d38c429a-6771-53c6-b99e-75d170b6e991"
-version = "0.6.2"
+version = "0.6.3"
 
 [[DataAPI]]
-git-tree-sha1 = "8da84edb865b0b5b0100c0666a9bc9a0b71c553c"
+git-tree-sha1 = "abe83f3a2f1b857aac70ef8b269080af17764bbe"
 uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a"
-version = "1.15.0"
+version = "1.16.0"
 
 [[DataStructures]]
 deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
-git-tree-sha1 = "3dbd312d370723b6bb43ba9d02fc36abade4518d"
+git-tree-sha1 = "1d0a14036acb104d9e89698bd408f63ab58cdc82"
 uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
-version = "0.18.15"
+version = "0.18.20"
 
 [[Dates]]
 deps = ["Printf"]
@@ -367,15 +367,15 @@ version = "0.0.20230411+0"
 
 [[ExceptionUnwrapping]]
 deps = ["Test"]
-git-tree-sha1 = "e90caa41f5a86296e014e148ee061bd6c3edec96"
+git-tree-sha1 = "dcb08a0d93ec0b1cdc4af184b26b591e9695423a"
 uuid = "460bff9d-24e4-43bc-9d9f-a8973cb893f4"
-version = "0.1.9"
+version = "0.1.10"
 
 [[Expat_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "4558ab818dcceaab612d1bb8c19cee87eda2b83c"
+git-tree-sha1 = "1c6317308b9dc757616f0b5cb379db10494443a7"
 uuid = "2e619515-83b5-522b-bb60-26c02a35a201"
-version = "2.5.0+0"
+version = "2.6.2+0"
 
 [[FFMPEG]]
 deps = ["FFMPEG_jll"]
@@ -391,51 +391,50 @@ version = "4.4.4+1"
 
 [[FixedPointNumbers]]
 deps = ["Statistics"]
-git-tree-sha1 = "335bfdceacc84c5cdf16aadc768aa5ddfc5383cc"
+git-tree-sha1 = "05882d6995ae5c12bb5f36dd2ed3f61c98cbb172"
 uuid = "53c48c17-4a7d-5ca2-90c5-79b7896eea93"
-version = "0.8.4"
+version = "0.8.5"
 
 [[Fontconfig_jll]]
-deps = ["Artifacts", "Bzip2_jll", "Expat_jll", "FreeType2_jll", "JLLWrappers", "Libdl", "Libuuid_jll", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "21efd19106a55620a188615da6d3d06cd7f6ee03"
+deps = ["Artifacts", "Bzip2_jll", "Expat_jll", "FreeType2_jll", "JLLWrappers", "Libdl", "Libuuid_jll", "Zlib_jll"]
+git-tree-sha1 = "db16beca600632c95fc8aca29890d83788dd8b23"
 uuid = "a3f928ae-7b40-5064-980b-68af3947d34b"
-version = "2.13.93+0"
+version = "2.13.96+0"
 
-[[Formatting]]
-deps = ["Printf"]
-git-tree-sha1 = "8339d61043228fdd3eb658d86c926cb282ae72a8"
-uuid = "59287772-0a20-5a39-b81b-1366585eb4c0"
-version = "0.4.2"
+[[Format]]
+git-tree-sha1 = "9c68794ef81b08086aeb32eeaf33531668d5f5fc"
+uuid = "1fa38f19-a742-5d3f-a2b9-30dd87b9d5f8"
+version = "1.3.7"
 
 [[FreeType2_jll]]
 deps = ["Artifacts", "Bzip2_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
-git-tree-sha1 = "d8db6a5a2fe1381c1ea4ef2cab7c69c2de7f9ea0"
+git-tree-sha1 = "5c1d8ae0efc6c2e7b1fc502cbe25def8f661b7bc"
 uuid = "d7e528f0-a631-5988-bf34-fe36492bcfd7"
-version = "2.13.1+0"
+version = "2.13.2+0"
 
 [[FriBidi_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "aa31987c2ba8704e23c6c8ba8a4f769d5d7e4f91"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "1ed150b39aebcc805c26b93a8d0122c940f64ce2"
 uuid = "559328eb-81f9-559d-9380-de523a88c83c"
-version = "1.0.10+0"
+version = "1.0.14+0"
 
 [[GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[GR]]
-deps = ["Artifacts", "Base64", "DelimitedFiles", "Downloads", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Pkg", "Preferences", "Printf", "Random", "Serialization", "Sockets", "TOML", "Tar", "Test", "UUIDs", "p7zip_jll"]
-git-tree-sha1 = "27442171f28c952804dede8ff72828a96f2bfc1f"
+deps = ["Artifacts", "Base64", "DelimitedFiles", "Downloads", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Preferences", "Printf", "Random", "Serialization", "Sockets", "TOML", "Tar", "Test", "p7zip_jll"]
+git-tree-sha1 = "ddda044ca260ee324c5fc07edb6d7cf3f0b9c350"
 uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
-version = "0.72.10"
+version = "0.73.5"
 
 [[GR_jll]]
 deps = ["Artifacts", "Bzip2_jll", "Cairo_jll", "FFMPEG_jll", "Fontconfig_jll", "FreeType2_jll", "GLFW_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pixman_jll", "Qt6Base_jll", "Zlib_jll", "libpng_jll"]
-git-tree-sha1 = "025d171a2847f616becc0f84c8dc62fe18f0f6dd"
+git-tree-sha1 = "278e5e0f820178e8a26df3184fcb2280717c79b1"
 uuid = "d2c73de3-f751-5644-a686-071e5b155ba9"
-version = "0.72.10+0"
+version = "0.73.5+0"
 
 [[Gettext_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Libiconv_jll", "Pkg", "XML2_jll"]
@@ -445,9 +444,9 @@ version = "0.21.0+0"
 
 [[Glib_jll]]
 deps = ["Artifacts", "Gettext_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Zlib_jll"]
-git-tree-sha1 = "e94c92c7bf4819685eb80186d51c43e71d4afa17"
+git-tree-sha1 = "7c82e6a6cd34e9d935e9aa4051b66c6ff3af59ba"
 uuid = "7746bdde-850d-59dc-9ae8-88ece973131d"
-version = "2.76.5+0"
+version = "2.80.2+0"
 
 [[Graphite2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -462,9 +461,9 @@ version = "1.0.2"
 
 [[HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
+git-tree-sha1 = "d1d712be3164d61d1fb98e7ce9bcbc6cc06b45ed"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.1"
+version = "1.10.8"
 
 [[HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
@@ -477,10 +476,10 @@ deps = ["Markdown"]
 uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 
 [[InverseFunctions]]
-deps = ["Test"]
-git-tree-sha1 = "68772f49f54b479fa88ace904f6127f0a3bb2e46"
+deps = ["Dates", "Test"]
+git-tree-sha1 = "e7cbed5032c4c397a6ac23d1493f3289e01231c4"
 uuid = "3587e190-3f89-42d0-90ee-14403ec27112"
-version = "0.1.12"
+version = "0.1.14"
 
 [[IrrationalConstants]]
 git-tree-sha1 = "630b497eafcc20001bba38a4651b327dcfc491d2"
@@ -507,15 +506,15 @@ version = "0.21.4"
 
 [[JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
+git-tree-sha1 = "c84a835e1a09b289ffcd2271bf2a337bbdda6637"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "3.0.1+0"
+version = "3.0.3+0"
 
 [[LAME_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f6250b16881adf048549549fba48b1161acdac8c"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "170b660facf5df5de098d866564877e119141cbd"
 uuid = "c1c5ebd0-6772-5130-a774-d5fcae4a789d"
-version = "3.100.1+0"
+version = "3.100.2+0"
 
 [[LERC_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -524,16 +523,16 @@ uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "3.0.0+1"
 
 [[LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[LZO_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "e5b909bcf985c5e2605737d2ce278ed791b89be6"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "70c5da094887fd2cae843b8db33920bac4b6f07d"
 uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
-version = "2.10.1+0"
+version = "2.10.2+0"
 
 [[LaTeXStrings]]
 git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
@@ -541,10 +540,10 @@ uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
 version = "1.3.1"
 
 [[Latexify]]
-deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Printf", "Requires"]
-git-tree-sha1 = "f428ae552340899a935973270b8d98e5a31c49fe"
+deps = ["Format", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Requires"]
+git-tree-sha1 = "e0b5cd21dc1b44ec6e64f351976f961e6f31d6c4"
 uuid = "23fbe1c1-3f47-55db-b15f-69d7ec21a316"
-version = "0.16.1"
+version = "0.16.3"
 
 [[LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
@@ -572,10 +571,10 @@ uuid = "e9f186c6-92d2-5b65-8a66-fee21dc1b490"
 version = "3.2.2+1"
 
 [[Libgcrypt_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgpg_error_jll", "Pkg"]
-git-tree-sha1 = "64613c82a59c120435c067c2b809fc61cf5166ae"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgpg_error_jll"]
+git-tree-sha1 = "9fd170c4bbfd8b935fdc5f8b7aa33532c991a673"
 uuid = "d4300ac3-e22c-5743-9152-c294e39db1e4"
-version = "1.8.7+0"
+version = "1.8.11+0"
 
 [[Libglvnd_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll", "Xorg_libXext_jll"]
@@ -584,10 +583,10 @@ uuid = "7e76a0d4-f3c7-5321-8279-8d96eeed0f29"
 version = "1.6.0+0"
 
 [[Libgpg_error_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "c333716e46366857753e273ce6a69ee0945a6db9"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "fbb1f2bef882392312feb1ede3615ddc1e9b99ed"
 uuid = "7add5ba3-2f88-524e-9cd5-f83b8a55f7b8"
-version = "1.42.0+0"
+version = "1.49.0+0"
 
 [[Libiconv_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -596,10 +595,10 @@ uuid = "94ce4f54-9a6c-5748-9c1c-f9c7231a4531"
 version = "1.17.0+0"
 
 [[Libmount_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "9c30530bf0effd46e15e0fdcf2b8636e78cbbd73"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "0c4f9c4f1a50d8f35048fa0532dabbadf702f81e"
 uuid = "4b2f31a3-9ecc-558c-b454-b3730dcb73e9"
-version = "2.35.0+0"
+version = "2.40.1+0"
 
 [[Libtiff_jll]]
 deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "LERC_jll", "Libdl", "XZ_jll", "Zlib_jll", "Zstd_jll"]
@@ -608,10 +607,10 @@ uuid = "89763e89-9b03-5906-acba-b20f662cd828"
 version = "4.5.1+1"
 
 [[Libuuid_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "7f3efec06033682db852f8b3bc3c1d2b0a0ab066"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5ee6203157c120d79034c748a2acba45b82b8807"
 uuid = "38a345b3-de98-5d2b-a5d3-14cd9215e700"
-version = "2.36.0+0"
+version = "2.40.1+0"
 
 [[LinearAlgebra]]
 deps = ["Libdl"]
@@ -619,9 +618,9 @@ uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 
 [[LogExpFunctions]]
 deps = ["ChainRulesCore", "ChangesOfVariables", "DocStringExtensions", "InverseFunctions", "IrrationalConstants", "LinearAlgebra"]
-git-tree-sha1 = "7d6dd4e9212aebaeed356de34ccf262a3cd415aa"
+git-tree-sha1 = "18144f3e9cbe9b15b070288eef858f71b291ce37"
 uuid = "2ab3a3ac-af41-5b50-aa03-7779005ae688"
-version = "0.3.26"
+version = "0.3.27"
 
 [[Logging]]
 uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"
@@ -634,9 +633,9 @@ version = "1.0.3"
 
 [[MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "2fa9ee3e63fd3a4f7a9a4f4744a52f4856de82df"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.13"
 
 [[Markdown]]
 deps = ["Base64"]
@@ -659,9 +658,9 @@ version = "0.3.2"
 
 [[Missings]]
 deps = ["DataAPI"]
-git-tree-sha1 = "f66bdc5de519e8f8ae43bdc598782d35a25b1272"
+git-tree-sha1 = "ec4f7fbeab05d7747bdf98eb74d130a2a2ed298d"
 uuid = "e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28"
-version = "1.1.0"
+version = "1.2.0"
 
 [[Mmap]]
 uuid = "a63ad114-7e13-5084-954f-fe012c677804"
@@ -690,15 +689,15 @@ uuid = "05823500-19ac-5b8b-9628-191a04bc5112"
 
 [[OpenSSL]]
 deps = ["BitFlags", "Dates", "MozillaCACerts_jll", "OpenSSL_jll", "Sockets"]
-git-tree-sha1 = "51901a49222b09e3743c65b8847687ae5fc78eb2"
+git-tree-sha1 = "38cb508d080d21dc1128f7fb04f20387ed4c0af4"
 uuid = "4d8831e6-92b7-49fb-bdf8-b643e874388c"
-version = "1.4.1"
+version = "1.4.3"
 
 [[OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
+git-tree-sha1 = "3da7367955dcc5c54c1ba4d402ccdc09a1a3e046"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "3.0.12+0"
+version = "3.0.13+1"
 
 [[Opus_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -717,9 +716,9 @@ uuid = "efcefdf7-47ab-520b-bdef-62a2eaa19f15"
 
 [[Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "a935806434c9d4c506ba941871b327b96d41f2bf"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.8.0"
+version = "2.8.1"
 
 [[Pipe]]
 git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
@@ -728,9 +727,9 @@ version = "1.3.0"
 
 [[Pixman_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LLVMOpenMP_jll", "Libdl"]
-git-tree-sha1 = "64779bc4c9784fee475689a1752ef4d5747c5e87"
+git-tree-sha1 = "35621f10a7531bc8fa58f74610b1bfb70a3cfc6b"
 uuid = "30392449-352a-5448-841d-b1acce4e97dc"
-version = "0.42.2+0"
+version = "0.43.4+0"
 
 [[Pkg]]
 deps = ["Artifacts", "Dates", "Downloads", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]
@@ -744,27 +743,27 @@ version = "3.1.0"
 
 [[PlotUtils]]
 deps = ["ColorSchemes", "Colors", "Dates", "PrecompileTools", "Printf", "Random", "Reexport", "Statistics"]
-git-tree-sha1 = "f92e1315dadf8c46561fb9396e525f7200cdc227"
+git-tree-sha1 = "7b1a9df27f072ac4c9c7cbe5efb198489258d1f5"
 uuid = "995b91a9-d308-5afd-9ec6-746e21dbc043"
-version = "1.3.5"
+version = "1.4.1"
 
 [[Plots]]
-deps = ["Base64", "Contour", "Dates", "Downloads", "FFMPEG", "FixedPointNumbers", "GR", "JLFzf", "JSON", "LaTeXStrings", "Latexify", "LinearAlgebra", "Measures", "NaNMath", "Pkg", "PlotThemes", "PlotUtils", "PrecompileTools", "Preferences", "Printf", "REPL", "Random", "RecipesBase", "RecipesPipeline", "Reexport", "RelocatableFolders", "Requires", "Scratch", "Showoff", "SparseArrays", "Statistics", "StatsBase", "UUIDs", "UnicodeFun", "UnitfulLatexify", "Unzip"]
-git-tree-sha1 = "ccee59c6e48e6f2edf8a5b64dc817b6729f99eb5"
+deps = ["Base64", "Contour", "Dates", "Downloads", "FFMPEG", "FixedPointNumbers", "GR", "JLFzf", "JSON", "LaTeXStrings", "Latexify", "LinearAlgebra", "Measures", "NaNMath", "Pkg", "PlotThemes", "PlotUtils", "PrecompileTools", "Printf", "REPL", "Random", "RecipesBase", "RecipesPipeline", "Reexport", "RelocatableFolders", "Requires", "Scratch", "Showoff", "SparseArrays", "Statistics", "StatsBase", "UUIDs", "UnicodeFun", "UnitfulLatexify", "Unzip"]
+git-tree-sha1 = "442e1e7ac27dd5ff8825c3fa62fbd1e86397974b"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
-version = "1.39.0"
+version = "1.40.4"
 
 [[PrecompileTools]]
 deps = ["Preferences"]
-git-tree-sha1 = "03b4c25b43cb84cee5c90aa9b5ea0a78fd848d2f"
+git-tree-sha1 = "5aa36f7049a63a1528fe8f7c3f2113413ffd4e1f"
 uuid = "aea7be01-6a6a-4083-8856-8a6e6704d82a"
-version = "1.2.0"
+version = "1.2.1"
 
 [[Preferences]]
 deps = ["TOML"]
-git-tree-sha1 = "00805cd429dcb4870060ff49ef443486c262e38e"
+git-tree-sha1 = "9306f6085165d270f7e3db02af26a400d580f5c6"
 uuid = "21216c6a-2e73-6563-6e65-726566657250"
-version = "1.4.1"
+version = "1.4.3"
 
 [[Printf]]
 deps = ["Unicode"]
@@ -841,9 +840,9 @@ uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
+git-tree-sha1 = "66e0a8e672a0bdfca2c3f5937efb8538b9ddc085"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.2.0"
+version = "1.2.1"
 
 [[SparseArrays]]
 deps = ["LinearAlgebra", "Random"]
@@ -861,9 +860,9 @@ version = "1.7.0"
 
 [[StatsBase]]
 deps = ["DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
-git-tree-sha1 = "1d77abd07f617c4868c33d4f5b9e1dbb2643c9cf"
+git-tree-sha1 = "5cf7606d6cef84b543b483848d4ae08ad9832b21"
 uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
-version = "0.34.2"
+version = "0.34.3"
 
 [[TOML]]
 deps = ["Dates"]
@@ -885,9 +884,9 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[TranscodingStreams]]
 deps = ["Random", "Test"]
-git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
+git-tree-sha1 = "5d54d076465da49d6746c647022f3b3674e64156"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.10.2"
+version = "0.10.8"
 
 [[URIs]]
 git-tree-sha1 = "67db6cc7b3821e19ebe75791a9dd19c9b1188f2b"
@@ -909,9 +908,9 @@ version = "0.4.1"
 
 [[Unitful]]
 deps = ["ConstructionBase", "Dates", "InverseFunctions", "LinearAlgebra", "Random"]
-git-tree-sha1 = "3c793be6df9dd77a0cf49d80984ef9ff996948fa"
+git-tree-sha1 = "dd260903fdabea27d9b6021689b3cd5401a57748"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.19.0"
+version = "1.20.0"
 
 [[UnitfulLatexify]]
 deps = ["LaTeXStrings", "Latexify", "Unitful"]
@@ -938,15 +937,15 @@ version = "1.21.0+1"
 
 [[Wayland_protocols_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "4528479aa01ee1b3b4cd0e6faef0e04cf16466da"
+git-tree-sha1 = "93f43ab61b16ddfb2fd3bb13b3ce241cafb0e6c9"
 uuid = "2381bf8a-dfd0-557d-9999-79630e7b1b91"
-version = "1.25.0+0"
+version = "1.31.0+0"
 
 [[XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
+git-tree-sha1 = "52ff2af32e591541550bd753c0da8b9bc92bb9d9"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.12.2+0"
+version = "2.12.7+0"
 
 [[XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -956,21 +955,21 @@ version = "1.1.34+0"
 
 [[XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "522b8414d40c4cbbab8dee346ac3a09f9768f25d"
+git-tree-sha1 = "ac88fb95ae6447c8dda6a5503f3bafd496ae8632"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.4.5+0"
+version = "5.4.6+0"
 
 [[Xorg_libICE_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "e5becd4411063bdcac16be8b66fc2f9f6f1e8fe5"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "326b4fea307b0b39892b3e85fa451692eda8d46c"
 uuid = "f67eecfb-183a-506d-b269-f58e52b52d7c"
-version = "1.0.10+1"
+version = "1.1.1+0"
 
 [[Xorg_libSM_jll]]
-deps = ["Libdl", "Pkg", "Xorg_libICE_jll"]
-git-tree-sha1 = "4a9d9e4c180e1e8119b5ffc224a7b59d3a7f7e18"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libICE_jll"]
+git-tree-sha1 = "3796722887072218eabafb494a13c963209754ce"
 uuid = "c834827a-8449-5923-a945-d239c165b7dd"
-version = "1.2.3+0"
+version = "1.2.4+0"
 
 [[Xorg_libX11_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxcb_jll", "Xorg_xtrans_jll"]
@@ -997,10 +996,10 @@ uuid = "a3789734-cfe1-5b06-b2d0-1dd0d9d62d05"
 version = "1.1.4+0"
 
 [[Xorg_libXext_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
-git-tree-sha1 = "b7c0aa8c376b31e4852b360222848637f481f8c3"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
+git-tree-sha1 = "d2d1a5c49fae4ba39983f63de6afcbea47194e85"
 uuid = "1082639a-0dae-5f34-9b06-72781eeb8cb3"
-version = "1.3.4+4"
+version = "1.3.6+0"
 
 [[Xorg_libXfixes_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
@@ -1027,10 +1026,10 @@ uuid = "ec84b674-ba8e-5d96-8ba1-2a689ba10484"
 version = "1.5.2+4"
 
 [[Xorg_libXrender_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
-git-tree-sha1 = "19560f30fd49f4d4efbe7002a1037f8c43d43b96"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
+git-tree-sha1 = "47e45cd78224c53109495b3e324df0c37bb61fbe"
 uuid = "ea2f1a96-1ddc-540d-b46f-429655e07cfa"
-version = "0.9.10+4"
+version = "0.9.11+0"
 
 [[Xorg_libpthread_stubs_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -1110,9 +1109,9 @@ uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
 
 [[Zstd_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "49ce682769cd5de6c72dcf1b94ed7790cd08974c"
+git-tree-sha1 = "e678132f07ddb5bfa46857f0d7620fb9be675d3b"
 uuid = "3161d3a3-bdf6-5164-811a-617609db77b4"
-version = "1.5.5+0"
+version = "1.5.6+0"
 
 [[eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
@@ -1133,10 +1132,10 @@ uuid = "1a1c6b14-54f6-533d-8383-74cd7377aa70"
 version = "3.1.1+0"
 
 [[libaom_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "3a2ea60308f0996d26f1e5354e10c24e9ef905d4"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "1827acba325fdcdf1d2647fc8d5301dd9ba43a9d"
 uuid = "a4ae2306-e953-59d6-aa16-d00cac43593b"
-version = "3.4.0+0"
+version = "3.9.0+0"
 
 [[libass_jll]]
 deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
@@ -1164,9 +1163,9 @@ version = "1.18.0+0"
 
 [[libpng_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
-git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
+git-tree-sha1 = "d7015d2e18a5fd9a4f47de711837e980519781a4"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.40+0"
+version = "1.6.43+1"
 
 [[libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
diff --git a/src/plot/heatmap.jl b/src/plot/heatmap.jl
index 24ff0cd..15ff77e 100644
--- a/src/plot/heatmap.jl
+++ b/src/plot/heatmap.jl
@@ -1,5 +1,5 @@
 ### A Pluto.jl notebook ###
-# v0.19.30
+# v0.19.42
 
 #> [frontmatter]
 #> license_url = "https://github.com/JuliaPluto/featured/blob/2a6a9664e5428b37abe4957c1dca0994f4a8b7fd/LICENSES/Unlicense"
@@ -26,6 +26,9 @@ macro bind(def, element)
     end
 end
 
+# ╔═╡ ca18be6d-8a9b-4c53-bd2e-553ea01ebb13
+using PlutoUI, GLMakie
+
 # ╔═╡ e8ecddef-0f94-48b8-9fd2-41aeadb320cf
 md"""
 ## Visualizing 3D Data
@@ -42,51 +45,14 @@ When drawing a **contour** in the 3D graph for a certain value `k`, we cut our p
 
 Now it's your turn! Start by **choosing a function** (Fun fact: These are common testing functions in computer science :)) And move the slider slowly to see how the change happend in all representations!"""
 
-# ╔═╡ 6faa6ae7-5679-4ed5-8db2-3a9bec0449b4
-@bind chosen_function Select([
-	scaled_sphere => "Sphere",	
-	((x,y) -> sin(sqrt(x^2 + y^2))) => "Sinus",
-	ackley => "Ackley",
-	goldstein_price => "Goldstein Price",
-	scaled_levi => "Levi",
-	hoelder_table => "Hölder Table"
-])
-
 # ╔═╡ 503aa0a0-ece8-4acc-b437-3119055d22bc
 k = @bind height PlutoUI.Slider(-1:0.1:1; default=0, show_value=true)
 
-# ╔═╡ 9c17c0d8-e4cb-41c0-b180-b18a3c87e265
-# Displaying the function
-f
-
-# ╔═╡ e39373bd-8e12-469f-bd66-2d005ff6cff2
-begin
-	# Setup of the figure
-    f = Figure(;resolution=(680,400))
-    ax1 = Axis3(f[1, 1])
-    ax2 = Axis(f[1, 2])
-
-	# Draw the contour in the 3D graph
-	plane = [height for i in 1:length(x), j in 1:length(y)];
-	
-	# Drawing the function and the contour on the 3G graph
-	surface!(ax1, x, y, z, colormap=:viridis)
-	surface!(ax1, x, y, plane; transparency=true, colormap=[:red,:red])
-
-	# Drawing the function and the countour on the heatmap
-	hm = heatmap!(ax2, x, y, z)
-	Colorbar(f[:, 3], hm; vertical=true)
-    contour!(ax2, x, y, z; levels=[height], color=:red)
-end;
-
 # ╔═╡ 2dab2fcd-77bf-4651-8223-6854863f425a
 md"""
 # Appendix
 """
 
-# ╔═╡ ca18be6d-8a9b-4c53-bd2e-553ea01ebb13
-using PlutoUI, GLMakie
-
 # ╔═╡ 58d43864-9a74-42da-96d5-afb59f22cd0f
 len = 20
 
@@ -96,9 +62,6 @@ x = range(-5, 5, length=len)
 # ╔═╡ 1096dd0e-0940-4ebb-97ab-ff6aa1f67a5b
 y = range(-5, 5, length=len)
 
-# ╔═╡ ec5de533-f6bb-4b1b-9f3a-d8b19aea52e9
-z = [chosen_function(x[i], y[j]) for i in 1:len, j in 1:len]
-
 # ╔═╡ 02e62e50-3372-422b-9bea-06566f0f4bb5
 md"""
 ## Functions to plot
@@ -140,6 +103,43 @@ function hoelder_table(x::Float64, y::Float64)
     return 2*(term1 + term2 + term3) / 15 -1
 end
 
+# ╔═╡ 6faa6ae7-5679-4ed5-8db2-3a9bec0449b4
+@bind chosen_function Select([
+	scaled_sphere => "Sphere",	
+	((x,y) -> sin(sqrt(x^2 + y^2))) => "Sinus",
+	ackley => "Ackley",
+	goldstein_price => "Goldstein Price",
+	scaled_levi => "Levi",
+	hoelder_table => "Hölder Table"
+])
+
+# ╔═╡ ec5de533-f6bb-4b1b-9f3a-d8b19aea52e9
+z = [chosen_function(x[i], y[j]) for i in 1:len, j in 1:len]
+
+# ╔═╡ e39373bd-8e12-469f-bd66-2d005ff6cff2
+begin
+	# Setup of the figure
+    f = Figure(;resolution=(680,400))
+    ax1 = Axis3(f[1, 1])
+    ax2 = Axis(f[1, 2])
+
+	# Draw the contour in the 3D graph
+	plane = [height for i in 1:length(x), j in 1:length(y)];
+	
+	# Drawing the function and the contour on the 3G graph
+	surface!(ax1, x, y, z, colormap=:viridis)
+	surface!(ax1, x, y, plane; transparency=true, colormap=[:red,:red])
+
+	# Drawing the function and the countour on the heatmap
+	hm = heatmap!(ax2, x, y, z)
+	Colorbar(f[:, 3], hm; vertical=true)
+    contour!(ax2, x, y, z; levels=[height], color=:red)
+end;
+
+# ╔═╡ 9c17c0d8-e4cb-41c0-b180-b18a3c87e265
+# Displaying the function
+f
+
 # ╔═╡ 00000000-0000-0000-0000-000000000001
 PLUTO_PROJECT_TOML_CONTENTS = """
 [deps]
@@ -168,20 +168,26 @@ version = "0.3.0"
 
 [[AbstractPlutoDingetjes]]
 deps = ["Pkg"]
-git-tree-sha1 = "793501dcd3fa7ce8d375a2c878dca2296232686e"
+git-tree-sha1 = "6e1d2a35f2f90a4bc7c2ed98079b2ba09c35b83a"
 uuid = "6e696c72-6542-2067-7265-42206c756150"
-version = "1.2.2"
+version = "1.3.2"
 
 [[AbstractTrees]]
-git-tree-sha1 = "faa260e4cb5aba097a73fab382dd4b5819d8ec8c"
+git-tree-sha1 = "2d9c9a55f9c93e8887ad391fbae72f8ef55e1177"
 uuid = "1520ce14-60c1-5f80-bbc7-55ef81b5835c"
-version = "0.4.4"
+version = "0.4.5"
 
 [[Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608"
+git-tree-sha1 = "6a55b747d1812e699320963ffde36f1ebdda4099"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "3.7.2"
+version = "4.0.4"
+
+[[AliasTables]]
+deps = ["PtrArrays", "Random"]
+git-tree-sha1 = "9876e1e164b144ca45e9e3198d0b689cadfed9ff"
+uuid = "66dad0bd-aa9a-41b7-9441-69ab47430ed8"
+version = "1.1.3"
 
 [[Animations]]
 deps = ["Colors"]
@@ -192,26 +198,26 @@ version = "0.4.1"
 [[ArgTools]]
 uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
 
-[[ArrayInterface]]
-deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "16267cf279190ca7c1b30d020758ced95db89cd0"
-uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.5.1"
+[[ArrayInterfaceCore]]
+deps = ["LinearAlgebra", "SnoopPrecompile", "SparseArrays", "SuiteSparse"]
+git-tree-sha1 = "e5f08b5689b1aad068e01751889f2f615c7db36d"
+uuid = "30b0a656-2188-435a-8636-2ec0e6a096e2"
+version = "0.1.29"
 
 [[Artifacts]]
 uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
 
 [[Automa]]
 deps = ["PrecompileTools", "TranscodingStreams"]
-git-tree-sha1 = "0da671c730d79b8f9a88a391556ec695ea921040"
+git-tree-sha1 = "588e0d680ad1d7201d4c6a804dcb1cd9cba79fbb"
 uuid = "67c07d97-cdcb-5c2c-af73-a7f9c32a568b"
-version = "1.0.2"
+version = "1.0.3"
 
 [[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"]
@@ -222,11 +228,17 @@ version = "0.4.7"
 [[Base64]]
 uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
 
+[[BenchmarkTools]]
+deps = ["JSON", "Logging", "Printf", "Profile", "Statistics", "UUIDs"]
+git-tree-sha1 = "f1dff6729bc61f4d49e140da1af55dcd1ac97b2f"
+uuid = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
+version = "1.5.0"
+
 [[Bzip2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "19a35467a82e236ff51bc17a3a44b69ef35185a2"
+git-tree-sha1 = "9e2a6b69137e6969bab0152632dcb3bc108c8bdd"
 uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
-version = "1.0.8+0"
+version = "1.0.8+1"
 
 [[CEnum]]
 git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
@@ -249,10 +261,10 @@ uuid = "4e9b3aee-d8a1-5a3d-ad8b-7d824db253f0"
 version = "1.0.1+0"
 
 [[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"]
-git-tree-sha1 = "4b859a208b2397a7a623a03449e4636bdb17bcf2"
+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"
 uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a"
-version = "1.16.1+1"
+version = "1.18.0+2"
 
 [[Calculus]]
 deps = ["LinearAlgebra"]
@@ -262,9 +274,9 @@ version = "0.5.1"
 
 [[ChainRulesCore]]
 deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "e0af648f0692ec1691b5d094b8724ba1346281cf"
+git-tree-sha1 = "575cd02e080939a33b6df6c5853d14924c08e35b"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.18.0"
+version = "1.23.0"
 
 [[ChangesOfVariables]]
 deps = ["InverseFunctions", "LinearAlgebra", "Test"]
@@ -272,6 +284,18 @@ git-tree-sha1 = "2fba81a302a7be671aefe194f0525ef231104e7f"
 uuid = "9e997f8a-9a97-42d5-a9f1-ce6bfc15e2c0"
 version = "0.1.8"
 
+[[CodecBzip2]]
+deps = ["Bzip2_jll", "Libdl", "TranscodingStreams"]
+git-tree-sha1 = "9b1ca1aa6ce3f71b3d1840c538a8210a043625eb"
+uuid = "523fee87-0ab8-5b00-afb7-3ecf72e48cfd"
+version = "0.8.2"
+
+[[CodecZlib]]
+deps = ["TranscodingStreams", "Zlib_jll"]
+git-tree-sha1 = "59939d8a997469ee05c4b4944560a820f9ba0d73"
+uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
+version = "0.7.4"
+
 [[ColorBrewer]]
 deps = ["Colors", "JSON", "Test"]
 git-tree-sha1 = "61c5334f33d91e570e1d0c3eb5465835242582c4"
@@ -280,27 +304,27 @@ version = "0.4.0"
 
 [[ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
-git-tree-sha1 = "67c1f244b991cad9b0aa4b7540fb758c2488b129"
+git-tree-sha1 = "4b270d6465eb21ae89b732182c20dc165f8bf9f2"
 uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4"
-version = "3.24.0"
+version = "3.25.0"
 
 [[ColorTypes]]
 deps = ["FixedPointNumbers", "Random"]
-git-tree-sha1 = "eb7f0f8307f71fac7c606984ea5fb2817275d6e4"
+git-tree-sha1 = "b10d0b65641d57b8b4d5e234446582de5047050d"
 uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
-version = "0.11.4"
+version = "0.11.5"
 
 [[ColorVectorSpace]]
-deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "SpecialFunctions", "Statistics", "TensorCore"]
-git-tree-sha1 = "600cc5508d66b78aae350f7accdb58763ac18589"
+deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "Requires", "Statistics", "TensorCore"]
+git-tree-sha1 = "a1f44953f2382ebb937d60dafbe2deea4bd23249"
 uuid = "c3611d14-8923-5661-9e6a-0046d554d3a4"
-version = "0.9.10"
+version = "0.10.0"
 
 [[Colors]]
 deps = ["ColorTypes", "FixedPointNumbers", "Reexport"]
-git-tree-sha1 = "fc08e5930ee9a4e03f84bfb5211cb54e7769758a"
+git-tree-sha1 = "362a287c3aa50601b0bc359053d5c2468f0e7ce0"
 uuid = "5ae59095-9a9b-59fe-a467-6f913c188581"
-version = "0.12.10"
+version = "0.12.11"
 
 [[Combinatorics]]
 git-tree-sha1 = "08c8b6831dc00bfea825826be0bc8336fc369860"
@@ -314,10 +338,10 @@ uuid = "bbf7d656-a473-5ed7-a52c-81e309532950"
 version = "0.3.0"
 
 [[Compat]]
-deps = ["Dates", "LinearAlgebra", "UUIDs"]
-git-tree-sha1 = "886826d76ea9e72b35fcd000e535588f7b60f21d"
+deps = ["Dates", "LinearAlgebra", "TOML", "UUIDs"]
+git-tree-sha1 = "b1c55339b7c6c350ee89f2c1604299660525b248"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.10.1"
+version = "4.15.0"
 
 [[CompilerSupportLibraries_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -325,25 +349,25 @@ uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
 
 [[ConstructionBase]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "c53fc348ca4d40d7b371e71fd52251839080cbc9"
+git-tree-sha1 = "260fd2400ed2dab602a7c15cf10c1933c59930a2"
 uuid = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
-version = "1.5.4"
+version = "1.5.5"
 
 [[Contour]]
-git-tree-sha1 = "d05d9e7b7aedff4e5b51a029dced05cfb6125781"
+git-tree-sha1 = "439e35b0b36e2e5881738abc8857bd92ad6ff9a8"
 uuid = "d38c429a-6771-53c6-b99e-75d170b6e991"
-version = "0.6.2"
+version = "0.6.3"
 
 [[DataAPI]]
-git-tree-sha1 = "8da84edb865b0b5b0100c0666a9bc9a0b71c553c"
+git-tree-sha1 = "abe83f3a2f1b857aac70ef8b269080af17764bbe"
 uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a"
-version = "1.15.0"
+version = "1.16.0"
 
 [[DataStructures]]
 deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
-git-tree-sha1 = "3dbd312d370723b6bb43ba9d02fc36abade4518d"
+git-tree-sha1 = "1d0a14036acb104d9e89698bd408f63ab58cdc82"
 uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
-version = "0.18.15"
+version = "0.18.20"
 
 [[DataValueInterfaces]]
 git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6"
@@ -356,9 +380,9 @@ uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"
 
 [[DelaunayTriangulation]]
 deps = ["DataStructures", "EnumX", "ExactPredicates", "Random", "SimpleGraphs"]
-git-tree-sha1 = "26eb8e2331b55735c3d305d949aabd7363f07ba7"
+git-tree-sha1 = "d4e9dc4c6106b8d44e40cd4faf8261a678552c7c"
 uuid = "927a84f5-c5f4-47a5-9785-b46e178433df"
-version = "0.8.11"
+version = "0.8.12"
 
 [[DensityInterface]]
 deps = ["InverseFunctions", "Test"]
@@ -383,10 +407,10 @@ deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[Distributions]]
-deps = ["ChainRulesCore", "DensityInterface", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
-git-tree-sha1 = "9242eec9b7e2e14f9952e8ea1c7e31a50501d587"
+deps = ["AliasTables", "ChainRulesCore", "DensityInterface", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns", "Test"]
+git-tree-sha1 = "22c595ca4146c07b16bcf9c8bea86f731f7109d2"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.104"
+version = "0.25.108"
 
 [[DocStringExtensions]]
 deps = ["LibGit2"]
@@ -428,9 +452,9 @@ version = "2.2.5"
 
 [[Expat_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "4558ab818dcceaab612d1bb8c19cee87eda2b83c"
+git-tree-sha1 = "1c6317308b9dc757616f0b5cb379db10494443a7"
 uuid = "2e619515-83b5-522b-bb60-26c02a35a201"
-version = "2.5.0+0"
+version = "2.6.2+0"
 
 [[Extents]]
 git-tree-sha1 = "2140cd04483da90b2da7f99b2add0750504fc39c"
@@ -439,15 +463,15 @@ version = "0.1.2"
 
 [[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"]
-git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
+git-tree-sha1 = "ab3f7e1819dba9434a3a5126510c8fda3a4e7000"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.4+1"
+version = "6.1.1+0"
 
 [[FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
-git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
+git-tree-sha1 = "4820348781ae578893311153d69049a93d05f39d"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.7.2"
+version = "1.8.0"
 
 [[FFTW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -463,39 +487,39 @@ version = "0.3.1"
 
 [[FileIO]]
 deps = ["Pkg", "Requires", "UUIDs"]
-git-tree-sha1 = "299dc33549f68299137e51e6d49a13b5b1da9673"
+git-tree-sha1 = "82d8afa92ecf4b52d78d869f038ebfb881267322"
 uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
-version = "1.16.1"
+version = "1.16.3"
 
 [[FillArrays]]
-deps = ["LinearAlgebra", "PDMats", "Random", "SparseArrays", "Statistics"]
-git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
+deps = ["LinearAlgebra", "PDMats", "SparseArrays", "Statistics"]
+git-tree-sha1 = "0653c0a2396a6da5bc4766c43041ef5fd3efbe57"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.9.3"
+version = "1.11.0"
 
 [[FiniteDiff]]
-deps = ["ArrayInterface", "LinearAlgebra", "Requires", "Setfield", "SparseArrays", "StaticArrays"]
-git-tree-sha1 = "c6e4a1fbe73b31a3dea94b1da449503b8830c306"
+deps = ["ArrayInterfaceCore", "LinearAlgebra", "Requires", "Setfield", "SparseArrays", "StaticArrays"]
+git-tree-sha1 = "04ed1f0029b6b3af88343e439b995141cb0d0b8d"
 uuid = "6a86dc24-6348-571c-b903-95158fe2bd41"
-version = "2.21.1"
+version = "2.17.0"
 
 [[FixedPointNumbers]]
 deps = ["Statistics"]
-git-tree-sha1 = "335bfdceacc84c5cdf16aadc768aa5ddfc5383cc"
+git-tree-sha1 = "05882d6995ae5c12bb5f36dd2ed3f61c98cbb172"
 uuid = "53c48c17-4a7d-5ca2-90c5-79b7896eea93"
-version = "0.8.4"
+version = "0.8.5"
 
 [[Fontconfig_jll]]
-deps = ["Artifacts", "Bzip2_jll", "Expat_jll", "FreeType2_jll", "JLLWrappers", "Libdl", "Libuuid_jll", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "21efd19106a55620a188615da6d3d06cd7f6ee03"
+deps = ["Artifacts", "Bzip2_jll", "Expat_jll", "FreeType2_jll", "JLLWrappers", "Libdl", "Libuuid_jll", "Zlib_jll"]
+git-tree-sha1 = "db16beca600632c95fc8aca29890d83788dd8b23"
 uuid = "a3f928ae-7b40-5064-980b-68af3947d34b"
-version = "2.13.93+0"
+version = "2.13.96+0"
 
 [[Formatting]]
-deps = ["Printf"]
-git-tree-sha1 = "8339d61043228fdd3eb658d86c926cb282ae72a8"
+deps = ["Logging", "Printf"]
+git-tree-sha1 = "fb409abab2caf118986fc597ba84b50cbaf00b87"
 uuid = "59287772-0a20-5a39-b81b-1366585eb4c0"
-version = "0.4.2"
+version = "0.4.3"
 
 [[ForwardDiff]]
 deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "LinearAlgebra", "LogExpFunctions", "NaNMath", "Preferences", "Printf", "Random", "SpecialFunctions", "StaticArrays"]
@@ -511,21 +535,21 @@ version = "4.1.1"
 
 [[FreeType2_jll]]
 deps = ["Artifacts", "Bzip2_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
-git-tree-sha1 = "d8db6a5a2fe1381c1ea4ef2cab7c69c2de7f9ea0"
+git-tree-sha1 = "5c1d8ae0efc6c2e7b1fc502cbe25def8f661b7bc"
 uuid = "d7e528f0-a631-5988-bf34-fe36492bcfd7"
-version = "2.13.1+0"
+version = "2.13.2+0"
 
 [[FreeTypeAbstraction]]
 deps = ["ColorVectorSpace", "Colors", "FreeType", "GeometryBasics"]
-git-tree-sha1 = "38a92e40157100e796690421e34a11c107205c86"
+git-tree-sha1 = "2493cdfd0740015955a8e46de4ef28f49460d8bc"
 uuid = "663a7486-cb36-511b-a19d-713bb74d65c9"
-version = "0.10.0"
+version = "0.10.3"
 
 [[FriBidi_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "aa31987c2ba8704e23c6c8ba8a4f769d5d7e4f91"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "1ed150b39aebcc805c26b93a8d0122c940f64ce2"
 uuid = "559328eb-81f9-559d-9380-de523a88c83c"
-version = "1.0.10+0"
+version = "1.0.14+0"
 
 [[Future]]
 deps = ["Random"]
@@ -538,10 +562,10 @@ uuid = "f7f18e0c-5ee9-5ccd-a5bf-e8befd85ed98"
 version = "3.4.1"
 
 [[GLFW_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "d972031d28c8c8d9d7b41a536ad7bb0c2579caca"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.8+0"
+version = "3.3.9+0"
 
 [[GLMakie]]
 deps = ["ColorTypes", "Colors", "FileIO", "FixedPointNumbers", "FreeTypeAbstraction", "GLFW", "GeometryBasics", "LinearAlgebra", "Makie", "Markdown", "MeshIO", "ModernGL", "Observables", "PrecompileTools", "Printf", "ShaderAbstractions", "StaticArrays"]
@@ -551,21 +575,21 @@ version = "0.8.12"
 
 [[GPUArraysCore]]
 deps = ["Adapt"]
-git-tree-sha1 = "2d6ca471a6c7b536127afccfa7564b5b39227fe0"
+git-tree-sha1 = "ec632f177c0d990e64d955ccc1b8c04c485a0950"
 uuid = "46192b85-c4d5-4398-a991-12ede77f4527"
-version = "0.1.5"
+version = "0.1.6"
 
 [[GeoInterface]]
 deps = ["Extents"]
-git-tree-sha1 = "d53480c0793b13341c40199190f92c611aa2e93c"
+git-tree-sha1 = "801aef8228f7f04972e596b09d4dba481807c913"
 uuid = "cf35fbd7-0cd7-5166-be24-54bfbe79505f"
-version = "1.3.2"
+version = "1.3.4"
 
 [[GeometryBasics]]
 deps = ["EarCut_jll", "Extents", "GeoInterface", "IterTools", "LinearAlgebra", "StaticArrays", "StructArrays", "Tables"]
-git-tree-sha1 = "424a5a6ce7c5d97cca7bcc4eac551b97294c54af"
+git-tree-sha1 = "b62f2b2d76cee0d61a2ef2b3118cd2a3215d3134"
 uuid = "5c1252a2-5f33-56bf-86c9-59e7332b4326"
-version = "0.4.9"
+version = "0.4.11"
 
 [[Gettext_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Libiconv_jll", "Pkg", "XML2_jll"]
@@ -575,15 +599,9 @@ version = "0.21.0+0"
 
 [[Glib_jll]]
 deps = ["Artifacts", "Gettext_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Zlib_jll"]
-git-tree-sha1 = "e94c92c7bf4819685eb80186d51c43e71d4afa17"
+git-tree-sha1 = "7c82e6a6cd34e9d935e9aa4051b66c6ff3af59ba"
 uuid = "7746bdde-850d-59dc-9ae8-88ece973131d"
-version = "2.76.5+0"
-
-[[Graphics]]
-deps = ["Colors", "LinearAlgebra", "NaNMath"]
-git-tree-sha1 = "d61890399bc535850c4bf08e4e0d3a7ad0f21cbd"
-uuid = "a2bd30eb-e257-5431-a919-1863eab51364"
-version = "1.1.2"
+version = "2.80.2+0"
 
 [[Graphite2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -616,9 +634,9 @@ version = "0.3.23"
 
 [[Hyperscript]]
 deps = ["Test"]
-git-tree-sha1 = "8d511d5b81240fc8e6802386302675bdf47737b9"
+git-tree-sha1 = "179267cfa5e712760cd43dcae385d7ea90cc25a4"
 uuid = "47d2ed2b-36de-50cf-bf87-49c2cf4b8b91"
-version = "0.0.4"
+version = "0.0.5"
 
 [[HypertextLiteral]]
 deps = ["Tricks"]
@@ -628,9 +646,9 @@ version = "0.9.5"
 
 [[IOCapture]]
 deps = ["Logging", "Random"]
-git-tree-sha1 = "d75853a0bdbfb1ac815478bacd89cd27b550ace6"
+git-tree-sha1 = "8b72179abc660bfab5e28472e019392b97d0985c"
 uuid = "b5f81e59-6552-4d32-b1f0-c071b021bf89"
-version = "0.2.3"
+version = "0.2.4"
 
 [[ImageAxes]]
 deps = ["AxisArrays", "ImageBase", "ImageCore", "Reexport", "SimpleTraits"]
@@ -640,21 +658,21 @@ version = "0.6.11"
 
 [[ImageBase]]
 deps = ["ImageCore", "Reexport"]
-git-tree-sha1 = "b51bb8cae22c66d0f6357e3bcb6363145ef20835"
+git-tree-sha1 = "eb49b82c172811fd2c86759fa0553a2221feb909"
 uuid = "c817782e-172a-44cc-b673-b171935fbb9e"
-version = "0.1.5"
+version = "0.1.7"
 
 [[ImageCore]]
-deps = ["AbstractFFTs", "ColorVectorSpace", "Colors", "FixedPointNumbers", "Graphics", "MappedArrays", "MosaicViews", "OffsetArrays", "PaddedViews", "Reexport"]
-git-tree-sha1 = "acf614720ef026d38400b3817614c45882d75500"
+deps = ["ColorVectorSpace", "Colors", "FixedPointNumbers", "MappedArrays", "MosaicViews", "OffsetArrays", "PaddedViews", "PrecompileTools", "Reexport"]
+git-tree-sha1 = "b2a7eaa169c13f5bcae8131a83bc30eff8f71be0"
 uuid = "a09fc81d-aa75-5fe9-8630-4744c3626534"
-version = "0.9.4"
+version = "0.10.2"
 
 [[ImageIO]]
 deps = ["FileIO", "IndirectArrays", "JpegTurbo", "LazyModules", "Netpbm", "OpenEXR", "PNGFiles", "QOI", "Sixel", "TiffImages", "UUIDs"]
-git-tree-sha1 = "bca20b2f5d00c4fbc192c3212da8fa79f4688009"
+git-tree-sha1 = "437abb322a41d527c197fa800455f79d414f0a3c"
 uuid = "82e4d734-157c-48bb-816b-45c225c6df19"
-version = "0.6.7"
+version = "0.6.8"
 
 [[ImageMetadata]]
 deps = ["AxisArrays", "ImageAxes", "ImageBase", "ImageCore"]
@@ -664,9 +682,9 @@ version = "0.9.9"
 
 [[Imath_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "3d09a9f60edf77f8a4d99f9e015e8fbf9989605d"
+git-tree-sha1 = "0936ba688c6d201805a83da835b55c61a180db52"
 uuid = "905a6f67-0a94-5f89-b386-d35d92009cd1"
-version = "3.1.7+0"
+version = "3.1.11+0"
 
 [[IndirectArrays]]
 git-tree-sha1 = "012e604e1c7458645cb8b436f8fba789a51b257f"
@@ -685,9 +703,9 @@ version = "0.1.2"
 
 [[IntelOpenMP_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "31d6adb719886d4e32e38197aae466e98881320b"
+git-tree-sha1 = "be50fe8df3acbffa0274a744f1a99d29c45a57f4"
 uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2024.0.0+0"
+version = "2024.1.0+0"
 
 [[InteractiveUtils]]
 deps = ["Markdown"]
@@ -695,9 +713,9 @@ 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"
 
 [[IntervalArithmetic]]
 deps = ["CRlibm", "FastRounding", "LinearAlgebra", "Markdown", "Random", "RecipesBase", "RoundingEmulator", "SetRounding", "StaticArrays"]
@@ -706,16 +724,16 @@ uuid = "d1acc4aa-44c8-5952-acd4-ba5d80a2a253"
 version = "0.20.9"
 
 [[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"
 
 [[InverseFunctions]]
-deps = ["Test"]
-git-tree-sha1 = "68772f49f54b479fa88ace904f6127f0a3bb2e46"
+deps = ["Dates", "Test"]
+git-tree-sha1 = "e7cbed5032c4c397a6ac23d1493f3289e01231c4"
 uuid = "3587e190-3f89-42d0-90ee-14403ec27112"
-version = "0.1.12"
+version = "0.1.14"
 
 [[IrrationalConstants]]
 git-tree-sha1 = "630b497eafcc20001bba38a4651b327dcfc491d2"
@@ -758,33 +776,33 @@ version = "0.1.5"
 
 [[JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
+git-tree-sha1 = "c84a835e1a09b289ffcd2271bf2a337bbdda6637"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "3.0.1+0"
+version = "3.0.3+0"
 
 [[KernelDensity]]
 deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
-git-tree-sha1 = "90442c50e202a5cdf21a7899c66b240fdef14035"
+git-tree-sha1 = "7d703202e65efa1369de1279c162b915e245eed1"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.6.7"
+version = "0.6.9"
 
 [[LAME_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f6250b16881adf048549549fba48b1161acdac8c"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "170b660facf5df5de098d866564877e119141cbd"
 uuid = "c1c5ebd0-6772-5130-a774-d5fcae4a789d"
-version = "3.100.1+0"
+version = "3.100.2+0"
 
 [[LLVMOpenMP_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "f689897ccbe049adb19a065c495e75f372ecd42b"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "15.0.4+0"
+version = "15.0.7+0"
 
 [[LZO_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "e5b909bcf985c5e2605737d2ce278ed791b89be6"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "70c5da094887fd2cae843b8db33920bac4b6f07d"
 uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
-version = "2.10.1+0"
+version = "2.10.2+0"
 
 [[LaTeXStrings]]
 git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
@@ -826,10 +844,10 @@ uuid = "e9f186c6-92d2-5b65-8a66-fee21dc1b490"
 version = "3.2.2+1"
 
 [[Libgcrypt_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgpg_error_jll", "Pkg"]
-git-tree-sha1 = "64613c82a59c120435c067c2b809fc61cf5166ae"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgpg_error_jll"]
+git-tree-sha1 = "9fd170c4bbfd8b935fdc5f8b7aa33532c991a673"
 uuid = "d4300ac3-e22c-5743-9152-c294e39db1e4"
-version = "1.8.7+0"
+version = "1.8.11+0"
 
 [[Libglvnd_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll", "Xorg_libXext_jll"]
@@ -838,10 +856,10 @@ uuid = "7e76a0d4-f3c7-5321-8279-8d96eeed0f29"
 version = "1.6.0+0"
 
 [[Libgpg_error_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "c333716e46366857753e273ce6a69ee0945a6db9"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "fbb1f2bef882392312feb1ede3615ddc1e9b99ed"
 uuid = "7add5ba3-2f88-524e-9cd5-f83b8a55f7b8"
-version = "1.42.0+0"
+version = "1.49.0+0"
 
 [[Libiconv_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -850,16 +868,16 @@ uuid = "94ce4f54-9a6c-5748-9c1c-f9c7231a4531"
 version = "1.17.0+0"
 
 [[Libmount_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "9c30530bf0effd46e15e0fdcf2b8636e78cbbd73"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "0c4f9c4f1a50d8f35048fa0532dabbadf702f81e"
 uuid = "4b2f31a3-9ecc-558c-b454-b3730dcb73e9"
-version = "2.35.0+0"
+version = "2.40.1+0"
 
 [[Libuuid_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "7f3efec06033682db852f8b3bc3c1d2b0a0ab066"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "5ee6203157c120d79034c748a2acba45b82b8807"
 uuid = "38a345b3-de98-5d2b-a5d3-14cd9215e700"
-version = "2.36.0+0"
+version = "2.40.1+0"
 
 [[LightXML]]
 deps = ["Libdl", "XML2_jll"]
@@ -878,16 +896,16 @@ deps = ["Libdl"]
 uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 
 [[LinearAlgebraX]]
-deps = ["LinearAlgebra", "Mods", "Permutations", "Primes", "SimplePolynomials"]
-git-tree-sha1 = "89ed93300377e0742ae8a7423f7543c8f5eb73a4"
+deps = ["LinearAlgebra", "Mods", "Primes", "SimplePolynomials"]
+git-tree-sha1 = "d76cec8007ec123c2b681269d40f94b053473fcf"
 uuid = "9b3f67b0-2d00-526e-9884-9e4938f8fb88"
-version = "0.2.5"
+version = "0.2.7"
 
 [[LogExpFunctions]]
 deps = ["ChainRulesCore", "ChangesOfVariables", "DocStringExtensions", "InverseFunctions", "IrrationalConstants", "LinearAlgebra"]
-git-tree-sha1 = "7d6dd4e9212aebaeed356de34ccf262a3cd415aa"
+git-tree-sha1 = "18144f3e9cbe9b15b070288eef858f71b291ce37"
 uuid = "2ab3a3ac-af41-5b50-aa03-7779005ae688"
-version = "0.3.26"
+version = "0.3.27"
 
 [[Logging]]
 uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"
@@ -898,16 +916,16 @@ uuid = "6c6e2e6c-3030-632d-7369-2d6c69616d65"
 version = "0.1.4"
 
 [[MKL_jll]]
-deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
-git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "oneTBB_jll"]
+git-tree-sha1 = "80b2833b56d466b3858d565adcd16a4a05f2089b"
 uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2024.0.0+0"
+version = "2024.1.0+0"
 
 [[MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"
+git-tree-sha1 = "2fa9ee3e63fd3a4f7a9a4f4744a52f4856de82df"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.11"
+version = "0.5.13"
 
 [[Makie]]
 deps = ["Animations", "Base64", "CRC32c", "ColorBrewer", "ColorSchemes", "ColorTypes", "Colors", "Contour", "DelaunayTriangulation", "Distributions", "DocStringExtensions", "Downloads", "FFMPEG_jll", "FileIO", "FixedPointNumbers", "Formatting", "FreeType", "FreeTypeAbstraction", "GeometryBasics", "GridLayoutBase", "ImageIO", "InteractiveUtils", "IntervalSets", "Isoband", "KernelDensity", "LaTeXStrings", "LinearAlgebra", "MacroTools", "MakieCore", "Markdown", "MathTeXEngine", "Observables", "OffsetArrays", "Packing", "PlotUtils", "PolygonOps", "PrecompileTools", "Printf", "REPL", "Random", "RelocatableFolders", "Setfield", "ShaderAbstractions", "Showoff", "SignedDistanceFields", "SparseArrays", "StableHashTraits", "Statistics", "StatsBase", "StatsFuns", "StructArrays", "TriplotBase", "UnicodeFun"]
@@ -930,6 +948,12 @@ version = "0.4.2"
 deps = ["Base64"]
 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 = "fffbbdbc10ba66885b7b4c06f4bd2c0efc5813d6"
+uuid = "b8f27783-ece8-5eb3-8dc8-9495eed66fee"
+version = "1.30.0"
+
 [[MathTeXEngine]]
 deps = ["AbstractTrees", "Automa", "DataStructures", "FreeTypeAbstraction", "GeometryBasics", "LaTeXStrings", "REPL", "RelocatableFolders", "UnicodeFun"]
 git-tree-sha1 = "96ca8a313eb6437db5ffe946c457a401bbb8ce1d"
@@ -942,15 +966,15 @@ uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
 
 [[MeshIO]]
 deps = ["ColorTypes", "FileIO", "GeometryBasics", "Printf"]
-git-tree-sha1 = "8be09d84a2d597c7c0c34d7d604c039c9763e48c"
+git-tree-sha1 = "8c26ab950860dfca6767f2bbd90fdf1e8ddc678b"
 uuid = "7269a6da-0436-5bbc-96c2-40638cbb6118"
-version = "0.4.10"
+version = "0.4.11"
 
 [[Missings]]
 deps = ["DataAPI"]
-git-tree-sha1 = "f66bdc5de519e8f8ae43bdc598782d35a25b1272"
+git-tree-sha1 = "ec4f7fbeab05d7747bdf98eb74d130a2a2ed298d"
 uuid = "e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28"
-version = "1.1.0"
+version = "1.2.0"
 
 [[Mmap]]
 uuid = "a63ad114-7e13-5084-954f-fe012c677804"
@@ -962,9 +986,9 @@ uuid = "66fc600b-dfda-50eb-8b99-91cfa97b1301"
 version = "1.1.7"
 
 [[Mods]]
-git-tree-sha1 = "9d292c7fb23e9a756094f8617a0f10e3b9582f47"
+git-tree-sha1 = "924f962b524a71eef7a21dae1e6853817f9b658f"
 uuid = "7475f97c-0381-53b1-977b-4c60186c8d62"
-version = "2.2.0"
+version = "2.2.4"
 
 [[MosaicViews]]
 deps = ["MappedArrays", "OffsetArrays", "PaddedViews", "StackViews"]
@@ -980,6 +1004,12 @@ git-tree-sha1 = "8d852646862c96e226367ad10c8af56099b4047e"
 uuid = "3b2b4ff1-bcff-5658-a3ee-dbcf1ce5ac09"
 version = "0.4.4"
 
+[[MutableArithmetics]]
+deps = ["LinearAlgebra", "SparseArrays", "Test"]
+git-tree-sha1 = "a3589efe0005fc4718775d8641b2de9060d23f73"
+uuid = "d8a4904e-b15c-11e9-3269-09a3773c0cb0"
+version = "1.4.4"
+
 [[NLSolversBase]]
 deps = ["DiffResults", "Distributed", "FiniteDiff", "ForwardDiff"]
 git-tree-sha1 = "a0b464d183da839699f4c79e7606d9d186ec172c"
@@ -1008,9 +1038,9 @@ version = "0.5.5"
 
 [[OffsetArrays]]
 deps = ["Adapt"]
-git-tree-sha1 = "2ac17d29c523ce1cd38e27785a7d23024853a4bb"
+git-tree-sha1 = "e64b4f5ea6b7389f6f046d13d4896a8f9c1ba71e"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.12.10"
+version = "1.14.0"
 
 [[Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1026,9 +1056,9 @@ version = "0.3.2"
 
 [[OpenEXR_jll]]
 deps = ["Artifacts", "Imath_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
-git-tree-sha1 = "a4ca623df1ae99d09bc9868b008262d0c0ac1e4f"
+git-tree-sha1 = "8292dd5c8a38257111ada2174000a33745b06d4e"
 uuid = "18a262bb-aa17-5467-a713-aee519bc75cb"
-version = "3.1.4+0"
+version = "3.2.4+0"
 
 [[OpenLibm_jll]]
 deps = ["Artifacts", "Libdl"]
@@ -1036,9 +1066,9 @@ uuid = "05823500-19ac-5b8b-9628-191a04bc5112"
 
 [[OpenSSL_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "cc6e1927ac521b659af340e0ca45828a3ffc748f"
+git-tree-sha1 = "3da7367955dcc5c54c1ba4d402ccdc09a1a3e046"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "3.0.12+0"
+version = "3.0.13+1"
 
 [[OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
@@ -1047,10 +1077,10 @@ uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e"
 version = "0.5.5+0"
 
 [[Optim]]
-deps = ["Compat", "FillArrays", "ForwardDiff", "LineSearches", "LinearAlgebra", "NLSolversBase", "NaNMath", "Parameters", "PositiveFactorizations", "Printf", "SparseArrays", "StatsBase"]
-git-tree-sha1 = "01f85d9269b13fedc61e63cc72ee2213565f7a72"
+deps = ["Compat", "FillArrays", "ForwardDiff", "LineSearches", "LinearAlgebra", "MathOptInterface", "NLSolversBase", "NaNMath", "Parameters", "PositiveFactorizations", "Printf", "SparseArrays", "StatsBase"]
+git-tree-sha1 = "d9b79c4eed437421ac4285148fcadf42e0700e89"
 uuid = "429524aa-4258-5aef-a3af-852621145aeb"
-version = "1.7.8"
+version = "1.9.4"
 
 [[Opus_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1099,21 +1129,27 @@ version = "0.12.3"
 
 [[Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "a935806434c9d4c506ba941871b327b96d41f2bf"
+git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.8.0"
+version = "2.8.1"
 
 [[Permutations]]
 deps = ["Combinatorics", "LinearAlgebra", "Random"]
-git-tree-sha1 = "c7745750b8a829bc6039b7f1f0981bcda526a946"
+git-tree-sha1 = "4ca430561cf37c75964c8478eddae2d79e96ca9b"
 uuid = "2ae35dd2-176d-5d53-8349-f30d82d94d4f"
-version = "0.4.19"
+version = "0.4.21"
+
+[[PikaParser]]
+deps = ["DocStringExtensions"]
+git-tree-sha1 = "d6ff87de27ff3082131f31a714d25ab6d0a88abf"
+uuid = "3bbf5609-3e7b-44cd-8549-7c69f321e792"
+version = "0.6.1"
 
 [[Pixman_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LLVMOpenMP_jll", "Libdl"]
-git-tree-sha1 = "64779bc4c9784fee475689a1752ef4d5747c5e87"
+git-tree-sha1 = "35621f10a7531bc8fa58f74610b1bfb70a3cfc6b"
 uuid = "30392449-352a-5448-841d-b1acce4e97dc"
-version = "0.42.2+0"
+version = "0.43.4+0"
 
 [[Pkg]]
 deps = ["Artifacts", "Dates", "Downloads", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]
@@ -1127,15 +1163,15 @@ version = "0.3.3"
 
 [[PlotUtils]]
 deps = ["ColorSchemes", "Colors", "Dates", "PrecompileTools", "Printf", "Random", "Reexport", "Statistics"]
-git-tree-sha1 = "f92e1315dadf8c46561fb9396e525f7200cdc227"
+git-tree-sha1 = "7b1a9df27f072ac4c9c7cbe5efb198489258d1f5"
 uuid = "995b91a9-d308-5afd-9ec6-746e21dbc043"
-version = "1.3.5"
+version = "1.4.1"
 
 [[PlutoUI]]
 deps = ["AbstractPlutoDingetjes", "Base64", "ColorTypes", "Dates", "FixedPointNumbers", "Hyperscript", "HypertextLiteral", "IOCapture", "InteractiveUtils", "JSON", "Logging", "MIMEs", "Markdown", "Random", "Reexport", "URIs", "UUIDs"]
-git-tree-sha1 = "bd7c69c7f7173097e7b5e1be07cee2b8b7447f51"
+git-tree-sha1 = "ab55ee1510ad2af0ff674dbcced5e94921f867a9"
 uuid = "7f904dfe-b85e-4ff6-b463-dae2292396a8"
-version = "0.7.54"
+version = "0.7.59"
 
 [[PolygonOps]]
 git-tree-sha1 = "77b3d3605fc1cd0b42d95eba87dfcd2bf67d5ff6"
@@ -1144,9 +1180,9 @@ version = "0.1.2"
 
 [[Polynomials]]
 deps = ["LinearAlgebra", "MakieCore", "RecipesBase", "Setfield", "SparseArrays"]
-git-tree-sha1 = "a9c7a523d5ed375be3983db190f6a5874ae9286d"
+git-tree-sha1 = "89620a0b5458dca4bf9ea96174fa6422b3adf6f9"
 uuid = "f27b6e38-b328-58d1-80ce-0feddd5e7a45"
-version = "4.0.6"
+version = "4.0.8"
 
 [[PositiveFactorizations]]
 deps = ["LinearAlgebra"]
@@ -1156,31 +1192,40 @@ version = "0.2.4"
 
 [[PrecompileTools]]
 deps = ["Preferences"]
-git-tree-sha1 = "03b4c25b43cb84cee5c90aa9b5ea0a78fd848d2f"
+git-tree-sha1 = "5aa36f7049a63a1528fe8f7c3f2113413ffd4e1f"
 uuid = "aea7be01-6a6a-4083-8856-8a6e6704d82a"
-version = "1.2.0"
+version = "1.2.1"
 
 [[Preferences]]
 deps = ["TOML"]
-git-tree-sha1 = "00805cd429dcb4870060ff49ef443486c262e38e"
+git-tree-sha1 = "9306f6085165d270f7e3db02af26a400d580f5c6"
 uuid = "21216c6a-2e73-6563-6e65-726566657250"
-version = "1.4.1"
+version = "1.4.3"
 
 [[Primes]]
 deps = ["IntegerMathUtils"]
-git-tree-sha1 = "1d05623b5952aed1307bf8b43bec8b8d1ef94b6e"
+git-tree-sha1 = "cb420f77dc474d23ee47ca8d14c90810cafe69e7"
 uuid = "27ebfcd6-29c5-5fa9-bf4b-fb8fc14df3ae"
-version = "0.5.5"
+version = "0.5.6"
 
 [[Printf]]
 deps = ["Unicode"]
 uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
 
+[[Profile]]
+deps = ["Printf"]
+uuid = "9abbd945-dff8-562f-b5e8-e1ebf5ef1b79"
+
 [[ProgressMeter]]
 deps = ["Distributed", "Printf"]
-git-tree-sha1 = "00099623ffee15972c16111bcf84c58a0051257c"
+git-tree-sha1 = "763a8ceb07833dd51bb9e3bbca372de32c0605ad"
 uuid = "92933f4c-e287-5a05-a399-4b506db050ca"
-version = "1.9.0"
+version = "1.10.0"
+
+[[PtrArrays]]
+git-tree-sha1 = "f011fbb92c4d401059b2212c05c0601b70f8b759"
+uuid = "43287f4e-b6f4-7ad1-bb20-aadabca52c3d"
+version = "1.2.0"
 
 [[QOI]]
 deps = ["ColorTypes", "FileIO", "FixedPointNumbers"]
@@ -1190,9 +1235,9 @@ version = "1.0.0"
 
 [[QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
-git-tree-sha1 = "9ebcd48c498668c7fa0e97a9cae873fbee7bfee1"
+git-tree-sha1 = "9b23c31e76e333e6fb4c1595ae6afa74966a729e"
 uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
-version = "2.9.1"
+version = "2.9.4"
 
 [[REPL]]
 deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
@@ -1249,10 +1294,10 @@ uuid = "79098fc4-a85e-5d69-aa6a-4863f24498fa"
 version = "0.7.1"
 
 [[Rmath_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "6ed52fdd3382cf21947b15e8870ac0ddbff736da"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "d483cd324ce5cf5d61b77930f0bbd6cb61927d21"
 uuid = "f50d1b31-88e8-58de-be2c-1cc44531875f"
-version = "0.4.0+0"
+version = "0.4.2+0"
 
 [[RoundingEmulator]]
 git-tree-sha1 = "40b9edad2e5287e05bd413a38f61a8ff55b9557b"
@@ -1262,6 +1307,12 @@ version = "0.2.1"
 [[SHA]]
 uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 
+[[SIMD]]
+deps = ["PrecompileTools"]
+git-tree-sha1 = "2803cab51702db743f3fda07dd1745aadfbf43bd"
+uuid = "fdea26ae-647d-5447-a871-4b548cad5224"
+version = "3.5.0"
+
 [[Scratch]]
 deps = ["Dates"]
 git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
@@ -1284,9 +1335,9 @@ version = "1.1.1"
 
 [[ShaderAbstractions]]
 deps = ["ColorTypes", "FixedPointNumbers", "GeometryBasics", "LinearAlgebra", "Observables", "StaticArrays", "StructArrays", "Tables"]
-git-tree-sha1 = "db0219befe4507878b1a90e07820fed3e62c289d"
+git-tree-sha1 = "79123bc60c5507f035e6d1d9e563bb2971954ec8"
 uuid = "65257c39-d410-5151-9873-9b3e5be5013e"
-version = "0.4.0"
+version = "0.4.1"
 
 [[SharedArrays]]
 deps = ["Distributed", "Mmap", "Random", "Serialization"]
@@ -1312,9 +1363,9 @@ version = "0.8.6"
 
 [[SimplePartitions]]
 deps = ["AbstractLattices", "DataStructures", "Permutations"]
-git-tree-sha1 = "e9330391d04241eafdc358713b48396619c83bcb"
+git-tree-sha1 = "e182b9e5afb194142d4668536345a365ea19363a"
 uuid = "ec83eff0-a5b5-5643-ae32-5cbf6eedec9d"
-version = "0.3.1"
+version = "0.3.2"
 
 [[SimplePolynomials]]
 deps = ["Mods", "Multisets", "Polynomials", "Primes"]
@@ -1340,14 +1391,20 @@ git-tree-sha1 = "2da10356e31327c7096832eb9cd86307a50b1eb6"
 uuid = "45858cf5-a6b0-47a3-bbea-62219f50df47"
 version = "0.1.3"
 
+[[SnoopPrecompile]]
+deps = ["Preferences"]
+git-tree-sha1 = "e760a70afdcd461cf01a575947738d359234665c"
+uuid = "66db9d55-30c0-4569-8b51-7e840670fc0c"
+version = "1.0.3"
+
 [[Sockets]]
 uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
 [[SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"
+git-tree-sha1 = "66e0a8e672a0bdfca2c3f5937efb8538b9ddc085"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.2.0"
+version = "1.2.1"
 
 [[SparseArrays]]
 deps = ["LinearAlgebra", "Random"]
@@ -1355,15 +1412,15 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[SpecialFunctions]]
 deps = ["ChainRulesCore", "IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
-git-tree-sha1 = "e2cfc4012a19088254b3950b85c3c1d8882d864d"
+git-tree-sha1 = "2f5d4697f21388cbe1ff299430dd169ef97d7e14"
 uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
-version = "2.3.1"
+version = "2.4.0"
 
 [[StableHashTraits]]
-deps = ["Compat", "SHA", "Tables", "TupleTools"]
-git-tree-sha1 = "5a26dfe46e2cb5f5eca78114c7d49548b9597e71"
+deps = ["Compat", "PikaParser", "SHA", "Tables", "TupleTools"]
+git-tree-sha1 = "a58e0d86783226378a6857f2de26d3314107e3ac"
 uuid = "c5dd0088-6c3f-4803-b00e-f31a60c170fa"
-version = "1.1.3"
+version = "1.2.0"
 
 [[StackViews]]
 deps = ["OffsetArrays"]
@@ -1373,9 +1430,9 @@ version = "0.1.1"
 
 [[StaticArrays]]
 deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore", "Statistics"]
-git-tree-sha1 = "5ef59aea6f18c25168842bded46b16662141ab87"
+git-tree-sha1 = "9ae599cd7529cfce7fea36cf00a62cfc56f0f37c"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.7.0"
+version = "1.9.4"
 
 [[StaticArraysCore]]
 git-tree-sha1 = "36b3d696ce6366023a0ea192b4cd442268995a0d"
@@ -1394,21 +1451,21 @@ version = "1.7.0"
 
 [[StatsBase]]
 deps = ["DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
-git-tree-sha1 = "1d77abd07f617c4868c33d4f5b9e1dbb2643c9cf"
+git-tree-sha1 = "5cf7606d6cef84b543b483848d4ae08ad9832b21"
 uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
-version = "0.34.2"
+version = "0.34.3"
 
 [[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"
 
 [[StructArrays]]
-deps = ["Adapt", "ConstructionBase", "DataAPI", "GPUArraysCore", "StaticArraysCore", "Tables"]
-git-tree-sha1 = "0a3db38e4cce3c54fe7a71f831cd7b6194a54213"
+deps = ["Adapt", "ConstructionBase", "DataAPI", "GPUArraysCore", "SparseArrays", "StaticArrays", "Tables"]
+git-tree-sha1 = "f4dc295e983502292c4c3f951dbb4e985e35b3be"
 uuid = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
-version = "0.6.16"
+version = "0.6.18"
 
 [[SuiteSparse]]
 deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
@@ -1445,16 +1502,16 @@ deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
 uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[TiffImages]]
-deps = ["ColorTypes", "DataStructures", "DocStringExtensions", "FileIO", "FixedPointNumbers", "IndirectArrays", "Inflate", "Mmap", "OffsetArrays", "PkgVersion", "ProgressMeter", "UUIDs"]
-git-tree-sha1 = "34cc045dd0aaa59b8bbe86c644679bc57f1d5bd0"
+deps = ["ColorTypes", "DataStructures", "DocStringExtensions", "FileIO", "FixedPointNumbers", "IndirectArrays", "Inflate", "Mmap", "OffsetArrays", "PkgVersion", "ProgressMeter", "SIMD", "UUIDs"]
+git-tree-sha1 = "bc7fd5c91041f44636b2c134041f7e5263ce58ae"
 uuid = "731e570b-9d59-4bfa-96dc-6df516fadf69"
-version = "0.6.8"
+version = "0.10.0"
 
 [[TranscodingStreams]]
 deps = ["Random", "Test"]
-git-tree-sha1 = "1fbeaaca45801b4ba17c251dd8603ef24801dd84"
+git-tree-sha1 = "5d54d076465da49d6746c647022f3b3674e64156"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
-version = "0.10.2"
+version = "0.10.8"
 
 [[Tricks]]
 git-tree-sha1 = "eae1bb484cd63b36999ee58be2de6c178105112f"
@@ -1467,9 +1524,9 @@ uuid = "981d1d27-644d-49a2-9326-4793e63143c3"
 version = "0.1.0"
 
 [[TupleTools]]
-git-tree-sha1 = "155515ed4c4236db30049ac1495e2969cc06be9d"
+git-tree-sha1 = "41d61b1c545b06279871ef1a4b5fcb2cac2191cd"
 uuid = "9d95972d-f1c8-5527-a6e0-b4b365fa01f6"
-version = "1.4.3"
+version = "1.5.0"
 
 [[URIs]]
 git-tree-sha1 = "67db6cc7b3821e19ebe75791a9dd19c9b1188f2b"
@@ -1496,15 +1553,15 @@ version = "0.4.1"
 
 [[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"
 
 [[XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
+git-tree-sha1 = "52ff2af32e591541550bd753c0da8b9bc92bb9d9"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.12.2+0"
+version = "2.12.7+0"
 
 [[XSLT_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"]
@@ -1537,10 +1594,10 @@ uuid = "a3789734-cfe1-5b06-b2d0-1dd0d9d62d05"
 version = "1.1.4+0"
 
 [[Xorg_libXext_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
-git-tree-sha1 = "b7c0aa8c376b31e4852b360222848637f481f8c3"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
+git-tree-sha1 = "d2d1a5c49fae4ba39983f63de6afcbea47194e85"
 uuid = "1082639a-0dae-5f34-9b06-72781eeb8cb3"
-version = "1.3.4+4"
+version = "1.3.6+0"
 
 [[Xorg_libXfixes_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
@@ -1567,10 +1624,10 @@ uuid = "ec84b674-ba8e-5d96-8ba1-2a689ba10484"
 version = "1.5.2+4"
 
 [[Xorg_libXrender_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
-git-tree-sha1 = "19560f30fd49f4d4efbe7002a1037f8c43d43b96"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
+git-tree-sha1 = "47e45cd78224c53109495b3e324df0c37bb61fbe"
 uuid = "ea2f1a96-1ddc-540d-b46f-429655e07cfa"
-version = "0.9.10+4"
+version = "0.9.11+0"
 
 [[Xorg_libpthread_stubs_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -1601,10 +1658,10 @@ uuid = "9a68df92-36a6-505f-a73e-abb412b6bfb4"
 version = "0.2.3+0"
 
 [[libaom_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "3a2ea60308f0996d26f1e5354e10c24e9ef905d4"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "1827acba325fdcdf1d2647fc8d5301dd9ba43a9d"
 uuid = "a4ae2306-e953-59d6-aa16-d00cac43593b"
-version = "3.4.0+0"
+version = "3.9.0+0"
 
 [[libass_jll]]
 deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
@@ -1620,9 +1677,9 @@ version = "2.0.2+0"
 
 [[libpng_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
-git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
+git-tree-sha1 = "d7015d2e18a5fd9a4f47de711837e980519781a4"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.40+0"
+version = "1.6.43+1"
 
 [[libsixel_jll]]
 deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Pkg", "libpng_jll"]
@@ -1640,6 +1697,12 @@ version = "1.3.7+1"
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
 
+[[oneTBB_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "7d0ea0f4895ef2f5cb83645fa689e52cb55cf493"
+uuid = "1317d2d5-d96f-522e-a858-c73665f53c3e"
+version = "2021.12.0+0"
+
 [[p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"