diff --git a/.ci/age_recipients b/.ci/age_recipients
new file mode 100644
index 0000000..1e712f9
--- /dev/null
+++ b/.ci/age_recipients
@@ -0,0 +1 @@
+ssh-ed25519 AAAAC3NzaC1lZDI1NTE5AAAAIPD6V+/gH1ms1R0W7epGgzjPC55hgwWDtISgfb1RzzOv romeo@Romeo-P1
diff --git a/.ci/encrypt.sh b/.ci/encrypt.sh
new file mode 100644
index 0000000..aa6accb
--- /dev/null
+++ b/.ci/encrypt.sh
@@ -0,0 +1,4 @@
+age --encrypt --recipients-file .ci/age_recipients --output project0/.p0 project0/p0_cleartext.jl
+age --encrypt --recipients-file .ci/age_recipients --output project1/.p1 project1/p1_cleartext.jl
+age --encrypt --recipients-file .ci/age_recipients --output project2/.p2 project2/p2_cleartext.jl
+age --encrypt --recipients-file .ci/age_recipients --output project3/.p3 project3/p3_cleartext.jl
diff --git a/.gitattributes b/.gitattributes
index 0334717..06f630e 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -1 +1,2 @@
 *.html linguist-vendored
+/project*/.p* diff=age
diff --git a/project0/.p0 b/project0/.p0
new file mode 100644
index 0000000..6f6b7b3
Binary files /dev/null and b/project0/.p0 differ
diff --git a/project0/project0.jl b/project0/project0.jl
index e1a613b..f2346c1 100644
--- a/project0/project0.jl
+++ b/project0/project0.jl
@@ -1,5 +1,5 @@
 ### A Pluto.jl notebook ###
-# v0.20.4
+# v0.20.20
 
 using Markdown
 using InteractiveUtils
@@ -7,7 +7,7 @@ using InteractiveUtils
 # This Pluto notebook uses @bind for interactivity. When running this notebook outside of Pluto, the following 'mock version' of @bind gives bound variables a default value (instead of an error).
 macro bind(def, element)
     #! format: off
-    quote
+    return quote
         local iv = try Base.loaded_modules[Base.PkgId(Base.UUID("6e696c72-6542-2067-7265-42206c756150"), "AbstractPlutoDingetjes")].Bonds.initial_value catch; b -> missing; end
         local el = $(esc(element))
         global $(esc(def)) = Core.applicable(Base.get, el) ? Base.get(el) : iv(el)
@@ -41,6 +41,28 @@ end
 # ╔═╡ 8f08e006-2d70-4173-a02e-267e8486f5c8
 using StanfordAA228V
 
+# ╔═╡ 6afcd4d2-efbe-4157-b9fc-d9ae296caa11
+if haskey(ENV, "AA228V_CI_SSH_KEY")
+    # Check if age is installed
+    if !success(`age --version`)
+        @warn "age binary not found or not executable. Please install age."
+    else
+        # Create temp file that auto-cleans on exit
+        mktempdir() do tmpdir
+            tempfile = joinpath(tmpdir, "decrypted.jl")
+            
+            # Decrypt .p0 file using age with SSH key
+            run(pipeline(
+                `age --decrypt -i $(ENV["AA228V_CI_SSH_KEY"]) .p0`,
+                tempfile
+            ))
+            
+            # Include the decrypted file
+            include(tempfile)
+        end
+    end
+end
+
 # ╔═╡ f53306f6-1072-40ae-bf65-1927e5eae088
 md"""
 # Project 0: Falsification introduction
@@ -441,20 +463,35 @@ TOML = "fa267f1f-6049-4f14-aa54-33bafae1ed76"
 Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [compat]
-Distributions = "~0.25.113"
-MarkdownLiteral = "~0.1.1"
-Plots = "~1.40.9"
-PlutoUI = "~0.7.60"
-StanfordAA228V = "~0.1.12"
+Distributions = "~0.25.122"
+MarkdownLiteral = "~0.1.2"
+Plots = "~1.41.1"
+PlutoUI = "~0.7.73"
+StanfordAA228V = "~0.1.28"
 """
 
 # ╔═╡ 00000000-0000-0000-0000-000000000002
 PLUTO_MANIFEST_TOML_CONTENTS = """
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.11.2"
+julia_version = "1.12.1"
 manifest_format = "2.0"
-project_hash = "eed168dfbd594533193939fa594cc54c5c7e07ec"
+project_hash = "947833501c433da2b745b2726f682e61fad30d79"
+
+[[deps.ADTypes]]
+git-tree-sha1 = "27cecae79e5cc9935255f90c53bb831cc3c870d7"
+uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
+version = "1.18.0"
+
+    [deps.ADTypes.extensions]
+    ADTypesChainRulesCoreExt = "ChainRulesCore"
+    ADTypesConstructionBaseExt = "ConstructionBase"
+    ADTypesEnzymeCoreExt = "EnzymeCore"
+
+    [deps.ADTypes.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    ConstructionBase = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -475,12 +512,13 @@ version = "1.3.2"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "50c3c56a52972d78e8be9fd135bfb91c9574c140"
+git-tree-sha1 = "7e35fca2bdfba44d797c53dfe63a51fabf39bfc0"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "4.1.1"
-weakdeps = ["StaticArrays"]
+version = "4.4.0"
+weakdeps = ["SparseArrays", "StaticArrays"]
 
     [deps.Adapt.extensions]
+    AdaptSparseArraysExt = "SparseArrays"
     AdaptStaticArraysExt = "StaticArrays"
 
 [[deps.AliasTables]]
@@ -495,18 +533,19 @@ version = "1.1.2"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra"]
-git-tree-sha1 = "017fcb757f8e921fb44ee063a7aafe5f89b86dd1"
+git-tree-sha1 = "d81ae5489e13bc03567d4fbbb06c546a5e53c857"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.18.0"
+version = "7.22.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
     ArrayInterfaceBlockBandedMatricesExt = "BlockBandedMatrices"
     ArrayInterfaceCUDAExt = "CUDA"
-    ArrayInterfaceCUDSSExt = "CUDSS"
+    ArrayInterfaceCUDSSExt = ["CUDSS", "CUDA"]
     ArrayInterfaceChainRulesCoreExt = "ChainRulesCore"
     ArrayInterfaceChainRulesExt = "ChainRules"
     ArrayInterfaceGPUArraysCoreExt = "GPUArraysCore"
+    ArrayInterfaceMetalExt = "Metal"
     ArrayInterfaceReverseDiffExt = "ReverseDiff"
     ArrayInterfaceSparseArraysExt = "SparseArrays"
     ArrayInterfaceStaticArraysCoreExt = "StaticArraysCore"
@@ -520,6 +559,7 @@ version = "7.18.0"
     ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
     ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
     GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527"
+    Metal = "dde4c033-4e86-420c-a63e-0dd931031962"
     ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
     SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
     StaticArraysCore = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
@@ -531,20 +571,28 @@ version = "1.11.0"
 
 [[deps.Atomix]]
 deps = ["UnsafeAtomics"]
-git-tree-sha1 = "c3b238aa28c1bebd4b5ea4988bebf27e9a01b72b"
+git-tree-sha1 = "29bb0eb6f578a587a49da16564705968667f5fa8"
 uuid = "a9b6321e-bd34-4604-b9c9-b65b8de01458"
-version = "1.0.1"
+version = "1.1.2"
 
     [deps.Atomix.extensions]
     AtomixCUDAExt = "CUDA"
     AtomixMetalExt = "Metal"
+    AtomixOpenCLExt = "OpenCL"
     AtomixoneAPIExt = "oneAPI"
 
     [deps.Atomix.weakdeps]
     CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
     Metal = "dde4c033-4e86-420c-a63e-0dd931031962"
+    OpenCL = "08131aa3-fb12-5dee-8b74-c09406e224a2"
     oneAPI = "8f75cd03-7ff8-4ecb-9b8f-daf728133b1b"
 
+[[deps.AxisAlgorithms]]
+deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"]
+git-tree-sha1 = "01b8ccb13d68535d73d2b0c23e39bd23155fb712"
+uuid = "13072b0f-2c55-5437-9ae7-d433b7a33950"
+version = "1.1.0"
+
 [[deps.BSON]]
 git-tree-sha1 = "4c3e506685c527ac6a54ccc0c8c76fd6f91b42fb"
 uuid = "fbb218c0-5317-5bc6-957e-2ee96dd4b1f0"
@@ -555,10 +603,10 @@ uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
 version = "1.11.0"
 
 [[deps.BenchmarkTools]]
-deps = ["JSON", "Logging", "Printf", "Profile", "Statistics", "UUIDs"]
-git-tree-sha1 = "f1dff6729bc61f4d49e140da1af55dcd1ac97b2f"
+deps = ["Compat", "JSON", "Logging", "Printf", "Profile", "Statistics", "UUIDs"]
+git-tree-sha1 = "7fecfb1123b8d0232218e2da0c213004ff15358d"
 uuid = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
-version = "1.5.0"
+version = "1.6.3"
 
 [[deps.BitFlags]]
 git-tree-sha1 = "0691e34b3bb8be9307330f88d1a3c3f25466c24d"
@@ -566,10 +614,10 @@ uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
 version = "0.1.9"
 
 [[deps.Bzip2_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "8873e196c2eb87962a2048b3b8e08946535864a1"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "1b96ea4a01afe0ea4090c5c8039690672dd13f2e"
 uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
-version = "1.0.8+4"
+version = "1.0.9+0"
 
 [[deps.CEnum]]
 git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
@@ -578,9 +626,9 @@ version = "0.5.0"
 
 [[deps.CRlibm]]
 deps = ["CRlibm_jll"]
-git-tree-sha1 = "32abd86e3c2025db5172aa182b982debed519834"
+git-tree-sha1 = "66188d9d103b92b6cd705214242e27f5737a1e5e"
 uuid = "96374032-68de-5a5b-8d9e-752f78720389"
-version = "1.0.1"
+version = "1.0.2"
 
 [[deps.CRlibm_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -590,21 +638,21 @@ version = "1.0.1+0"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
-git-tree-sha1 = "009060c9a6168704143100f36ab08f06c2af4642"
+git-tree-sha1 = "fde3bf89aead2e723284a8ff9cdf5b551ed700e8"
 uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a"
-version = "1.18.2+1"
+version = "1.18.5+0"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "4312d7869590fab4a4f789e97bd82f0a04eaaa05"
+git-tree-sha1 = "3b704353e517a957323bd3ac70fa7b669b5f48d4"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.72.2"
+version = "1.72.6"
 
 [[deps.ChainRulesCore]]
 deps = ["Compat", "LinearAlgebra"]
-git-tree-sha1 = "1713c74e00545bfe14605d2a2be1712de8fbcb58"
+git-tree-sha1 = "e4c6a16e77171a5f5e25e9646617ab1c276c5607"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.25.1"
+version = "1.26.0"
 weakdeps = ["SparseArrays"]
 
     [deps.ChainRulesCore.extensions]
@@ -618,27 +666,31 @@ version = "0.8.5"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "bce6804e5e6044c6daab27bb533d1295e4a2e759"
+git-tree-sha1 = "962834c22b66e32aa10f7611c08c8ca4e20749a9"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.6"
+version = "0.7.8"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
-git-tree-sha1 = "c785dfb1b3bfddd1da557e861b919819b82bbe5b"
+git-tree-sha1 = "b0fd3f56fa442f81e0a47815c92245acfaaa4e34"
 uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4"
-version = "3.27.1"
+version = "3.31.0"
 
 [[deps.ColorTypes]]
 deps = ["FixedPointNumbers", "Random"]
-git-tree-sha1 = "b10d0b65641d57b8b4d5e234446582de5047050d"
+git-tree-sha1 = "67e11ee83a43eb71ddc950302c53bf33f0690dfe"
 uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
-version = "0.11.5"
+version = "0.12.1"
+weakdeps = ["StyledStrings"]
+
+    [deps.ColorTypes.extensions]
+    StyledStringsExt = "StyledStrings"
 
 [[deps.ColorVectorSpace]]
 deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "Requires", "Statistics", "TensorCore"]
-git-tree-sha1 = "a1f44953f2382ebb937d60dafbe2deea4bd23249"
+git-tree-sha1 = "8b3b6f87ce8f65a2b4f857528fd8d70086cd72b1"
 uuid = "c3611d14-8923-5661-9e6a-0046d554d3a4"
-version = "0.10.0"
+version = "0.11.0"
 weakdeps = ["SpecialFunctions"]
 
     [deps.ColorVectorSpace.extensions]
@@ -646,15 +698,15 @@ weakdeps = ["SpecialFunctions"]
 
 [[deps.Colors]]
 deps = ["ColorTypes", "FixedPointNumbers", "Reexport"]
-git-tree-sha1 = "64e15186f0aa277e174aa81798f7eb8598e0157e"
+git-tree-sha1 = "37ea44092930b1811e666c3bc38065d7d87fcc74"
 uuid = "5ae59095-9a9b-59fe-a467-6f913c188581"
-version = "0.13.0"
+version = "0.13.1"
 
 [[deps.CommonMark]]
-deps = ["Crayons", "PrecompileTools"]
-git-tree-sha1 = "3faae67b8899797592335832fccf4b3c80bb04fa"
+deps = ["PrecompileTools"]
+git-tree-sha1 = "351d6f4eaf273b753001b2de4dffb8279b100769"
 uuid = "a80b9123-70ca-4bc0-993e-6e3bcb318db6"
-version = "0.8.15"
+version = "0.9.1"
 
 [[deps.CommonSubexpressions]]
 deps = ["MacroTools"]
@@ -664,9 +716,9 @@ version = "0.3.1"
 
 [[deps.Compat]]
 deps = ["TOML", "UUIDs"]
-git-tree-sha1 = "8ae8d32e09f0dcf42a36b90d4e17f5dd2e4c4215"
+git-tree-sha1 = "9d8a54ce4b17aa5bdce0ea5c34bc5e7c340d16ad"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.16.0"
+version = "4.18.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -675,13 +727,13 @@ weakdeps = ["Dates", "LinearAlgebra"]
 [[deps.CompilerSupportLibraries_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
-version = "1.1.1+0"
+version = "1.3.0+1"
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "f36e5e8fdffcb5646ea5da81495a5a7566005127"
+git-tree-sha1 = "d9d26935a0bcffc87d2613ce14c527c99fc543fd"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.4.3"
+version = "2.5.0"
 
 [[deps.Configurations]]
 deps = ["ExproniconLite", "OrderedCollections", "TOML"]
@@ -690,9 +742,9 @@ uuid = "5218b696-f38b-4ac9-8b61-a12ec717816d"
 version = "0.17.6"
 
 [[deps.ConstructionBase]]
-git-tree-sha1 = "76219f1ed5771adbb096743bff43fb5fdd4c1157"
+git-tree-sha1 = "b4b092499347b18a015186eae3042f72267106cb"
 uuid = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
-version = "1.5.8"
+version = "1.6.0"
 
     [deps.ConstructionBase.extensions]
     ConstructionBaseIntervalSetsExt = "IntervalSets"
@@ -709,21 +761,16 @@ git-tree-sha1 = "439e35b0b36e2e5881738abc8857bd92ad6ff9a8"
 uuid = "d38c429a-6771-53c6-b99e-75d170b6e991"
 version = "0.6.3"
 
-[[deps.Crayons]]
-git-tree-sha1 = "249fe38abf76d48563e2f4556bebd215aa317e15"
-uuid = "a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f"
-version = "4.1.1"
-
 [[deps.DataAPI]]
 git-tree-sha1 = "abe83f3a2f1b857aac70ef8b269080af17764bbe"
 uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a"
 version = "1.16.0"
 
 [[deps.DataStructures]]
-deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
-git-tree-sha1 = "1d0a14036acb104d9e89698bd408f63ab58cdc82"
+deps = ["OrderedCollections"]
+git-tree-sha1 = "e357641bb3e0638d353c4b29ea0e40ea644066a6"
 uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
-version = "0.18.20"
+version = "0.19.3"
 
 [[deps.DataValueInterfaces]]
 git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6"
@@ -737,9 +784,9 @@ version = "1.11.0"
 
 [[deps.Dbus_jll]]
 deps = ["Artifacts", "Expat_jll", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "fc173b380865f70627d7dd1190dc2fce6cc105af"
+git-tree-sha1 = "473e9afc9cf30814eb67ffa5f2db7df82c3ad9fd"
 uuid = "ee1fde0b-3d02-5ea6-8484-8dfef6360eab"
-version = "1.14.10+0"
+version = "1.16.2+0"
 
 [[deps.DelimitedFiles]]
 deps = ["Mmap"]
@@ -759,6 +806,67 @@ git-tree-sha1 = "23163d55f885173722d1e4cf0f6110cdbaf7e272"
 uuid = "b552c78f-8df3-52c6-915a-8e097449b14b"
 version = "1.15.1"
 
+[[deps.DifferentiationInterface]]
+deps = ["ADTypes", "LinearAlgebra"]
+git-tree-sha1 = "6d5153dc500d644d4d672723aa27a614ee84ab3b"
+uuid = "a0c0ee7d-e4b9-4e03-894e-1c5f64a51d63"
+version = "0.7.11"
+
+    [deps.DifferentiationInterface.extensions]
+    DifferentiationInterfaceChainRulesCoreExt = "ChainRulesCore"
+    DifferentiationInterfaceDiffractorExt = "Diffractor"
+    DifferentiationInterfaceEnzymeExt = ["EnzymeCore", "Enzyme"]
+    DifferentiationInterfaceFastDifferentiationExt = "FastDifferentiation"
+    DifferentiationInterfaceFiniteDiffExt = "FiniteDiff"
+    DifferentiationInterfaceFiniteDifferencesExt = "FiniteDifferences"
+    DifferentiationInterfaceForwardDiffExt = ["ForwardDiff", "DiffResults"]
+    DifferentiationInterfaceGPUArraysCoreExt = "GPUArraysCore"
+    DifferentiationInterfaceGTPSAExt = "GTPSA"
+    DifferentiationInterfaceMooncakeExt = "Mooncake"
+    DifferentiationInterfacePolyesterForwardDiffExt = ["PolyesterForwardDiff", "ForwardDiff", "DiffResults"]
+    DifferentiationInterfaceReverseDiffExt = ["ReverseDiff", "DiffResults"]
+    DifferentiationInterfaceSparseArraysExt = "SparseArrays"
+    DifferentiationInterfaceSparseConnectivityTracerExt = "SparseConnectivityTracer"
+    DifferentiationInterfaceSparseMatrixColoringsExt = "SparseMatrixColorings"
+    DifferentiationInterfaceStaticArraysExt = "StaticArrays"
+    DifferentiationInterfaceSymbolicsExt = "Symbolics"
+    DifferentiationInterfaceTrackerExt = "Tracker"
+    DifferentiationInterfaceZygoteExt = ["Zygote", "ForwardDiff"]
+
+    [deps.DifferentiationInterface.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    DiffResults = "163ba53b-c6d8-5494-b064-1a9d43ac40c5"
+    Diffractor = "9f5e2b26-1114-432f-b630-d3fe2085c51c"
+    Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    FastDifferentiation = "eb9bf01b-bf85-4b60-bf87-ee5de06c00be"
+    FiniteDiff = "6a86dc24-6348-571c-b903-95158fe2bd41"
+    FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
+    ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
+    GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527"
+    GTPSA = "b27dd330-f138-47c5-815b-40db9dd9b6e8"
+    Mooncake = "da2b9cff-9c12-43a0-ae48-6db2b0edb7d6"
+    PolyesterForwardDiff = "98d1487c-24ca-40b6-b7ab-df2af84e126b"
+    ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
+    SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
+    SparseConnectivityTracer = "9f842d2f-2579-4b1d-911e-f412cf18a3f5"
+    SparseMatrixColorings = "0a514795-09f3-496d-8182-132a7b665d35"
+    StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
+    Symbolics = "0c5d862f-8b57-4792-8d23-62f2024744c7"
+    Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
+    Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
+
+[[deps.Distances]]
+deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
+git-tree-sha1 = "c7e3a542b999843086e2f29dac96a618c105be1d"
+uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
+version = "0.10.12"
+weakdeps = ["ChainRulesCore", "SparseArrays"]
+
+    [deps.Distances.extensions]
+    DistancesChainRulesCoreExt = "ChainRulesCore"
+    DistancesSparseArraysExt = "SparseArrays"
+
 [[deps.Distributed]]
 deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
@@ -766,9 +874,9 @@ version = "1.11.0"
 
 [[deps.Distributions]]
 deps = ["AliasTables", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "4b138e4643b577ccf355377c2bc70fa975af25de"
+git-tree-sha1 = "3bc002af51045ca3b47d2e1787d6ce02e68b943a"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.115"
+version = "0.25.122"
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
@@ -781,10 +889,9 @@ version = "0.25.115"
     Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.DocStringExtensions]]
-deps = ["LibGit2"]
-git-tree-sha1 = "2fb1e02f2b635d0845df5d7c167fec4dd739b00d"
+git-tree-sha1 = "7442a5dfe1ebb773c29cc2962a8980f47221d76c"
 uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
-version = "0.9.3"
+version = "0.9.5"
 
 [[deps.Downloads]]
 deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"]
@@ -792,9 +899,9 @@ uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
 version = "1.6.0"
 
 [[deps.EnumX]]
-git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
+git-tree-sha1 = "bddad79635af6aec424f53ed8aad5d7555dc6f00"
 uuid = "4e289a0a-7415-4d19-859d-a7e5c4648b56"
-version = "1.0.4"
+version = "1.0.5"
 
 [[deps.EpollShim_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -815,9 +922,9 @@ version = "0.1.11"
 
 [[deps.Expat_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "e51db81749b0777b2147fbe7b783ee79045b8e99"
+git-tree-sha1 = "27af30de8b5445644e8ffe3bcb0d72049c089cf1"
 uuid = "2e619515-83b5-522b-bb60-26c02a35a201"
-version = "2.6.4+3"
+version = "2.7.3+0"
 
 [[deps.ExprTools]]
 git-tree-sha1 = "27415f162e6028e81c72b82ef756bf321213b6ec"
@@ -825,26 +932,26 @@ uuid = "e2ba6199-217a-4e67-a87a-7c52f15ade04"
 version = "0.1.10"
 
 [[deps.ExpressionExplorer]]
-git-tree-sha1 = "7005f1493c18afb2fa3bdf06e02b16a9fde5d16d"
+git-tree-sha1 = "4a8c0a9eebf807ac42f0f6de758e60a20be25ffb"
 uuid = "21656369-7473-754a-2065-74616d696c43"
-version = "1.1.0"
+version = "1.1.3"
 
 [[deps.ExproniconLite]]
-git-tree-sha1 = "4c9ed87a6b3cd90acf24c556f2119533435ded38"
+git-tree-sha1 = "c13f0b150373771b0fdc1713c97860f8df12e6c2"
 uuid = "55351af7-c7e9-48d6-89ff-24e801d99491"
-version = "0.10.13"
+version = "0.10.14"
 
 [[deps.FFMPEG]]
 deps = ["FFMPEG_jll"]
-git-tree-sha1 = "53ebe7511fa11d33bec688a9178fac4e49eeee00"
+git-tree-sha1 = "95ecf07c2eea562b5adbd0696af6db62c0f52560"
 uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
-version = "0.4.2"
+version = "0.4.5"
 
 [[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"]
-git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
+git-tree-sha1 = "ccc81ba5e42497f4e76553a5545665eed577a663"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.4+1"
+version = "8.0.0+0"
 
 [[deps.FastRounding]]
 deps = ["ErrorfreeArithmetic", "LinearAlgebra"]
@@ -858,9 +965,9 @@ version = "1.11.0"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "6a70198746448456524cb442b8af316927ff3e1a"
+git-tree-sha1 = "5bfcd42851cf2f1b303f51525a54dc5e98d408a3"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.13.0"
+version = "1.15.0"
 weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
@@ -870,9 +977,9 @@ weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
 [[deps.FiniteDiff]]
 deps = ["ArrayInterface", "LinearAlgebra", "Setfield"]
-git-tree-sha1 = "84e3a47db33be7248daa6274b287507dd6ff84e8"
+git-tree-sha1 = "9340ca07ca27093ff68418b7558ca37b05f8aeb1"
 uuid = "6a86dc24-6348-571c-b903-95158fe2bd41"
-version = "2.26.2"
+version = "2.29.0"
 
     [deps.FiniteDiff.extensions]
     FiniteDiffBandedMatricesExt = "BandedMatrices"
@@ -894,9 +1001,9 @@ version = "0.8.5"
 
 [[deps.Fontconfig_jll]]
 deps = ["Artifacts", "Bzip2_jll", "Expat_jll", "FreeType2_jll", "JLLWrappers", "Libdl", "Libuuid_jll", "Zlib_jll"]
-git-tree-sha1 = "21fac3c77d7b5a9fc03b0ec503aa1a6392c34d2b"
+git-tree-sha1 = "f85dac9a96a01087df6e3a749840015a0ca3817d"
 uuid = "a3f928ae-7b40-5064-980b-68af3947d34b"
-version = "2.15.0+0"
+version = "2.17.1+0"
 
 [[deps.Format]]
 git-tree-sha1 = "9c68794ef81b08086aeb32eeaf33531668d5f5fc"
@@ -905,9 +1012,9 @@ version = "1.3.7"
 
 [[deps.ForwardDiff]]
 deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "LinearAlgebra", "LogExpFunctions", "NaNMath", "Preferences", "Printf", "Random", "SpecialFunctions"]
-git-tree-sha1 = "a2df1b776752e3f344e5116c06d75a10436ab853"
+git-tree-sha1 = "afb7c51ac63e40708a3071f80f5e84a752299d4f"
 uuid = "f6369f11-7733-5829-9624-2563aa707210"
-version = "0.10.38"
+version = "0.10.39"
 weakdeps = ["StaticArrays"]
 
     [deps.ForwardDiff.extensions]
@@ -915,27 +1022,21 @@ weakdeps = ["StaticArrays"]
 
 [[deps.FreeType2_jll]]
 deps = ["Artifacts", "Bzip2_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
-git-tree-sha1 = "786e968a8d2fb167f2e4880baba62e0e26bd8e4e"
+git-tree-sha1 = "2c5512e11c791d1baed2049c5652441b28fc6a31"
 uuid = "d7e528f0-a631-5988-bf34-fe36492bcfd7"
-version = "2.13.3+1"
+version = "2.13.4+0"
 
 [[deps.FriBidi_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "846f7026a9decf3679419122b49f8a1fdb48d2d5"
+git-tree-sha1 = "7a214fdac5ed5f59a22c2d9a885a16da1c74bbc7"
 uuid = "559328eb-81f9-559d-9380-de523a88c83c"
-version = "1.0.16+0"
+version = "1.0.17+0"
 
 [[deps.Future]]
 deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 version = "1.11.0"
 
-[[deps.FuzzyCompletions]]
-deps = ["REPL"]
-git-tree-sha1 = "be713866335f48cfb1285bff2d0cbb8304c1701c"
-uuid = "fb4132e2-a121-4a70-b8a1-d5b831dcdcc2"
-version = "0.5.5"
-
 [[deps.GLFW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll", "libdecor_jll", "xkbcommon_jll"]
 git-tree-sha1 = "fcb0584ff34e25155876418979d4c8971243bb89"
@@ -957,13 +1058,19 @@ version = "5.0.1+1"
 [[deps.GMP_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "781609d7-10c4-51f6-84f2-b8444358ff6d"
-version = "6.3.0+0"
+version = "6.3.0+2"
 
 [[deps.GPUArrays]]
-deps = ["Adapt", "GPUArraysCore", "KernelAbstractions", "LLVM", "LinearAlgebra", "Printf", "Random", "Reexport", "Serialization", "Statistics"]
-git-tree-sha1 = "4ec797b1b2ee964de0db96f10cce05b81f23e108"
+deps = ["Adapt", "GPUArraysCore", "KernelAbstractions", "LLVM", "LinearAlgebra", "Printf", "Random", "Reexport", "ScopedValues", "Serialization", "Statistics"]
+git-tree-sha1 = "8ddb438e956891a63a5367d7fab61550fc720026"
 uuid = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7"
-version = "11.1.0"
+version = "11.2.6"
+
+    [deps.GPUArrays.extensions]
+    JLD2Ext = "JLD2"
+
+    [deps.GPUArrays.weakdeps]
+    JLD2 = "033835bb-8acc-5ee8-8aae-3f567f8a3819"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -973,39 +1080,51 @@ version = "0.2.0"
 
 [[deps.GR]]
 deps = ["Artifacts", "Base64", "DelimitedFiles", "Downloads", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Preferences", "Printf", "Qt6Wayland_jll", "Random", "Serialization", "Sockets", "TOML", "Tar", "Test", "p7zip_jll"]
-git-tree-sha1 = "424c8f76017e39fdfcdbb5935a8e6742244959e8"
+git-tree-sha1 = "f52c27dd921390146624f3aab95f4e8614ad6531"
 uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
-version = "0.73.10"
+version = "0.73.18"
 
 [[deps.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 = "b90934c8cb33920a8dc66736471dc3961b42ec9f"
+git-tree-sha1 = "4b0406b866ea9fdbaf1148bc9c0b887e59f9af68"
 uuid = "d2c73de3-f751-5644-a686-071e5b155ba9"
-version = "0.73.10+0"
+version = "0.73.18+0"
+
+[[deps.GettextRuntime_jll]]
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Libiconv_jll"]
+git-tree-sha1 = "45288942190db7c5f760f59c04495064eedf9340"
+uuid = "b0724c58-0f36-5564-988d-3bb0596ebc4a"
+version = "0.22.4+0"
 
-[[deps.Gettext_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.Ghostscript_jll]]
+deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "38044a04637976140074d0b0621c1edf0eb531fd"
+uuid = "61579ee1-b43e-5ca0-a5da-69d92c66a64b"
+version = "9.55.1+0"
 
 [[deps.Glib_jll]]
-deps = ["Artifacts", "Gettext_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Zlib_jll"]
-git-tree-sha1 = "b0036b392358c80d2d2124746c2bf3d48d457938"
+deps = ["Artifacts", "GettextRuntime_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Zlib_jll"]
+git-tree-sha1 = "50c11ffab2a3d50192a228c313f05b5b5dc5acb2"
 uuid = "7746bdde-850d-59dc-9ae8-88ece973131d"
-version = "2.82.4+0"
+version = "2.86.0+0"
+
+[[deps.GracefulPkg]]
+deps = ["Compat", "Pkg", "TOML"]
+git-tree-sha1 = "9721d7ae22a51439656a73de721d973dbb9d3bad"
+uuid = "828d9ff0-206c-6161-646e-6576656f7244"
+version = "2.4.2"
 
 [[deps.Graphite2_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "01979f9b37367603e2848ea225918a3b3861b606"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "8a6dbda1fd736d60cc477d99f2e7a042acfa46e8"
 uuid = "3b182d85-2403-5c21-9c21-1e1f0cc25472"
-version = "1.3.14+1"
+version = "1.3.15+0"
 
 [[deps.GridInterpolations]]
 deps = ["LinearAlgebra", "Printf", "StaticArrays"]
-git-tree-sha1 = "e64e58d732c7c1f32575e2b057c0fb0f7f52e244"
+git-tree-sha1 = "6916860ab8162db1fd34c8e8027243dc3b3f12ea"
 uuid = "bb4c363b-b914-514b-8517-4eb369bc008a"
-version = "1.2.1"
+version = "1.3.0"
 
 [[deps.Grisu]]
 git-tree-sha1 = "53bb909d1151e57e2484c3d1b53e19552b887fb2"
@@ -1014,21 +1133,26 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "PrecompileTools", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "c67b33b085f6e2faf8bf79a61962e7339a81129c"
+git-tree-sha1 = "5e6fe50ae7f23d171f44e311c2960294aaa0beb5"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.15"
+version = "1.10.19"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll"]
-git-tree-sha1 = "55c53be97790242c29031e5cd45e8ac296dadda3"
+git-tree-sha1 = "f923f9a774fcf3f5cb761bfa43aeadd689714813"
 uuid = "2e76f6c2-a576-52d4-95c1-20adfe4de566"
-version = "8.5.0+0"
+version = "8.5.1+0"
+
+[[deps.HashArrayMappedTries]]
+git-tree-sha1 = "2eaa69a7cab70a52b9687c8bf950a5a93ec895ae"
+uuid = "076d061b-32b6-4027-95e0-9a2c6f6d7e74"
+version = "0.2.0"
 
 [[deps.HypergeometricFunctions]]
 deps = ["LinearAlgebra", "OpenLibm_jll", "SpecialFunctions"]
-git-tree-sha1 = "b1c2585431c382e3fe5805874bda6aea90a95de9"
+git-tree-sha1 = "68c173f4f449de5b438ee67ed0c9c748dc31a2ec"
 uuid = "34004b35-14d8-5ef3-9330-4cdb6864b03a"
-version = "0.3.25"
+version = "0.3.28"
 
 [[deps.Hyperscript]]
 deps = ["Test"]
@@ -1044,21 +1168,33 @@ version = "0.9.5"
 
 [[deps.IOCapture]]
 deps = ["Logging", "Random"]
-git-tree-sha1 = "b6d6bfdd7ce25b0f9b2f6b3dd56b2673a66c8770"
+git-tree-sha1 = "0ee181ec08df7d7c911901ea38baf16f755114dc"
 uuid = "b5f81e59-6552-4d32-b1f0-c071b021bf89"
-version = "0.2.5"
+version = "1.0.0"
 
 [[deps.IRTools]]
 deps = ["InteractiveUtils", "MacroTools"]
-git-tree-sha1 = "950c3717af761bc3ff906c2e8e52bd83390b6ec2"
+git-tree-sha1 = "57e9ce6cf68d0abf5cb6b3b4abf9bedf05c939c0"
 uuid = "7869d1d1-7146-5819-86e3-90919afe41df"
-version = "0.4.14"
+version = "0.4.15"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
 uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 version = "1.11.0"
 
+[[deps.Interpolations]]
+deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "Requires", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"]
+git-tree-sha1 = "88a101217d7cb38a7b481ccd50d21876e1d1b0e0"
+uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
+version = "0.15.1"
+
+    [deps.Interpolations.extensions]
+    InterpolationsUnitfulExt = "Unitful"
+
+    [deps.Interpolations.weakdeps]
+    Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"
+
 [[deps.IntervalArithmetic]]
 deps = ["CRlibm", "EnumX", "FastRounding", "LinearAlgebra", "Markdown", "Random", "RecipesBase", "RoundingEmulator", "SetRounding", "StaticArrays"]
 git-tree-sha1 = "f59e639916283c1d2e106d2b00910b50f4dab76c"
@@ -1066,9 +1202,9 @@ uuid = "d1acc4aa-44c8-5952-acd4-ba5d80a2a253"
 version = "0.21.2"
 
 [[deps.IrrationalConstants]]
-git-tree-sha1 = "630b497eafcc20001bba38a4651b327dcfc491d2"
+git-tree-sha1 = "b2d91fe939cae05960e760110b328288867b5758"
 uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
-version = "0.2.2"
+version = "0.2.6"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -1076,16 +1212,16 @@ uuid = "82899510-4779-5014-852e-03e436cf321d"
 version = "1.0.0"
 
 [[deps.JLFzf]]
-deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "71b48d857e86bf7a1838c4736545699974ce79a2"
+deps = ["REPL", "Random", "fzf_jll"]
+git-tree-sha1 = "82f7acdc599b65e0f8ccd270ffa1467c21cb647b"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.9"
+version = "0.1.11"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
-git-tree-sha1 = "a007feb38b422fbdab534406aeca1b86823cb4d6"
+git-tree-sha1 = "0533e564aae234aff59ab625543145446d8b6ec2"
 uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210"
-version = "1.7.0"
+version = "1.7.1"
 
 [[deps.JSON]]
 deps = ["Dates", "Mmap", "Parsers", "Unicode"]
@@ -1093,17 +1229,29 @@ git-tree-sha1 = "31e996f0a15c7b280ba9f76636b3ff9e2ae58c9a"
 uuid = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
 version = "0.21.4"
 
+[[deps.JSON3]]
+deps = ["Dates", "Mmap", "Parsers", "PrecompileTools", "StructTypes", "UUIDs"]
+git-tree-sha1 = "411eccfe8aba0814ffa0fdf4860913ed09c34975"
+uuid = "0f8b85d8-7281-11e9-16c2-39a750bddbf1"
+version = "1.14.3"
+
+    [deps.JSON3.extensions]
+    JSON3ArrowExt = ["ArrowTypes"]
+
+    [deps.JSON3.weakdeps]
+    ArrowTypes = "31f734f8-188a-4ce0-8406-c8a06bd891cd"
+
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "eac1206917768cb54957c65a615460d87b455fc1"
+git-tree-sha1 = "4255f0032eafd6451d707a51d5f0248b8a165e4d"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "3.1.1+0"
+version = "3.1.3+0"
 
 [[deps.JuMP]]
 deps = ["LinearAlgebra", "MacroTools", "MathOptInterface", "MutableArithmetics", "OrderedCollections", "PrecompileTools", "Printf", "SparseArrays"]
-git-tree-sha1 = "866dd0bf0474f0d5527c2765c71889762ba90a27"
+git-tree-sha1 = "d6ece925e8798b6f078731ab04ce82c5433b0d64"
 uuid = "4076af6c-e467-56ae-b986-b466b2749572"
-version = "1.23.5"
+version = "1.29.2"
 
     [deps.JuMP.extensions]
     JuMPDimensionalDataExt = "DimensionalData"
@@ -1111,11 +1259,16 @@ version = "1.23.5"
     [deps.JuMP.weakdeps]
     DimensionalData = "0703355e-b756-11e9-17c0-8b28908087d0"
 
+[[deps.JuliaSyntaxHighlighting]]
+deps = ["StyledStrings"]
+uuid = "ac6e5ff7-fb65-4e79-a425-ec3bc9c03011"
+version = "1.12.0"
+
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "MacroTools", "PrecompileTools", "Requires", "StaticArrays", "UUIDs"]
-git-tree-sha1 = "b9a838cd3028785ac23822cded5126b3da394d1a"
+git-tree-sha1 = "b5a371fcd1d989d844a4354127365611ae1e305f"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.31"
+version = "0.9.39"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -1129,9 +1282,9 @@ version = "0.9.31"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "170b660facf5df5de098d866564877e119141cbd"
+git-tree-sha1 = "059aabebaa7c82ccb853dd4a0ee9d17796f7e1bc"
 uuid = "c1c5ebd0-6772-5130-a774-d5fcae4a789d"
-version = "3.100.2+0"
+version = "3.100.3+0"
 
 [[deps.LERC_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -1141,9 +1294,9 @@ version = "4.0.1+0"
 
 [[deps.LLVM]]
 deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Unicode"]
-git-tree-sha1 = "d422dfd9707bec6617335dc2ea3c5172a87d5908"
+git-tree-sha1 = "ce8614210409eaa54ed5968f4b50aa96da7ae543"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "9.1.3"
+version = "9.4.4"
 
     [deps.LLVM.extensions]
     BFloat16sExt = "BFloat16s"
@@ -1153,21 +1306,30 @@ version = "9.1.3"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "05a8bd5a42309a9ec82f700876903abce1017dd3"
+git-tree-sha1 = "8e76807afb59ebb833e9b131ebf1a8c006510f33"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.34+0"
+version = "0.0.38+0"
 
 [[deps.LLVMOpenMP_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "78211fb6cbc872f77cad3fc0b6cf647d923f4929"
+git-tree-sha1 = "eb62a3deb62fc6d8822c0c4bef73e4412419c5d8"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "18.1.7+0"
+version = "18.1.8+0"
+
+[[deps.LRUCache]]
+git-tree-sha1 = "5519b95a490ff5fe629c4a7aa3b3dfc9160498b3"
+uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
+version = "1.6.2"
+weakdeps = ["Serialization"]
+
+    [deps.LRUCache.extensions]
+    SerializationExt = ["Serialization"]
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "854a9c268c43b77b0a27f22d7fab8d33cdb3a731"
+git-tree-sha1 = "1c602b1127f4751facb671441ca72715cc95938a"
 uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
-version = "2.10.2+3"
+version = "2.10.3+0"
 
 [[deps.LaTeXStrings]]
 git-tree-sha1 = "dda21b8cbd6a6c40d9d02a73230f9d70fed6918c"
@@ -1175,20 +1337,22 @@ uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
 version = "1.4.0"
 
 [[deps.Latexify]]
-deps = ["Format", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Requires"]
-git-tree-sha1 = "ce5f5621cac23a86011836badfedf664a612cee4"
+deps = ["Format", "Ghostscript_jll", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Requires"]
+git-tree-sha1 = "44f93c47f9cd6c7e431f2f2091fcba8f01cd7e8f"
 uuid = "23fbe1c1-3f47-55db-b15f-69d7ec21a316"
-version = "0.16.5"
+version = "0.16.10"
 
     [deps.Latexify.extensions]
     DataFramesExt = "DataFrames"
     SparseArraysExt = "SparseArrays"
     SymEngineExt = "SymEngine"
+    TectonicExt = "tectonic_jll"
 
     [deps.Latexify.weakdeps]
     DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
     SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
     SymEngine = "123dc426-2d89-5057-bbad-38513e3affd8"
+    tectonic_jll = "d7dd28d6-a5e6-559c-9131-7eb760cdacc5"
 
 [[deps.LazilyInitializedFields]]
 git-tree-sha1 = "0f2da712350b020bc3957f269c9caad516383ee0"
@@ -1202,9 +1366,9 @@ version = "1.11.0"
 
 [[deps.LazySets]]
 deps = ["Distributed", "GLPK", "IntervalArithmetic", "JuMP", "LinearAlgebra", "Random", "ReachabilityBase", "RecipesBase", "Reexport", "Requires", "SharedArrays", "SparseArrays", "StaticArraysCore"]
-git-tree-sha1 = "ae9b6a027c694b9e0bab91fc25d0b2808f1bf755"
+git-tree-sha1 = "acac6ec3e8945b48d1923bbe18f0ccb254afa91d"
 uuid = "b4f0291d-fe17-52bc-9479-3d1a343d9043"
-version = "3.0.0"
+version = "3.1.0"
 
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
@@ -1212,87 +1376,75 @@ 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", "OpenSSL_jll", "Zlib_jll", "nghttp2_jll"]
 uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0"
-version = "8.6.0+0"
+version = "8.11.1+1"
 
 [[deps.LibGit2]]
-deps = ["Base64", "LibGit2_jll", "NetworkOptions", "Printf", "SHA"]
+deps = ["LibGit2_jll", "NetworkOptions", "Printf", "SHA"]
 uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 version = "1.11.0"
 
 [[deps.LibGit2_jll]]
-deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll"]
+deps = ["Artifacts", "LibSSH2_jll", "Libdl", "OpenSSL_jll"]
 uuid = "e37daf67-58a4-590a-8e99-b0245dd2ffc5"
-version = "1.7.2+0"
+version = "1.9.0+0"
 
 [[deps.LibSSH2_jll]]
-deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
+deps = ["Artifacts", "Libdl", "OpenSSL_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.11.0+1"
+version = "1.11.3+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
 version = "1.11.0"
 
 [[deps.Libffi_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "27ecae93dd25ee0909666e6835051dd684cc035e"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "c8da7e6a91781c41a863611c7e966098d783c57a"
 uuid = "e9f186c6-92d2-5b65-8a66-fee21dc1b490"
-version = "3.2.2+2"
-
-[[deps.Libgcrypt_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgpg_error_jll"]
-git-tree-sha1 = "8be878062e0ffa2c3f67bb58a595375eda5de80b"
-uuid = "d4300ac3-e22c-5743-9152-c294e39db1e4"
-version = "1.11.0+0"
+version = "3.4.7+0"
 
 [[deps.Libglvnd_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll", "Xorg_libXext_jll"]
-git-tree-sha1 = "ff3b4b9d35de638936a525ecd36e86a8bb919d11"
+git-tree-sha1 = "d36c21b9e7c172a44a10484125024495e2625ac0"
 uuid = "7e76a0d4-f3c7-5321-8279-8d96eeed0f29"
-version = "1.7.0+0"
-
-[[deps.Libgpg_error_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "df37206100d39f79b3376afb6b9cee4970041c61"
-uuid = "7add5ba3-2f88-524e-9cd5-f83b8a55f7b8"
-version = "1.51.1+0"
+version = "1.7.1+1"
 
 [[deps.Libiconv_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "61dfdba58e585066d8bce214c5a51eaa0539f269"
+git-tree-sha1 = "be484f5c92fad0bd8acfef35fe017900b0b73809"
 uuid = "94ce4f54-9a6c-5748-9c1c-f9c7231a4531"
-version = "1.17.0+1"
+version = "1.18.0+0"
 
 [[deps.Libmount_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "84eef7acd508ee5b3e956a2ae51b05024181dee0"
+git-tree-sha1 = "3acf07f130a76f87c041cfb2ff7d7284ca67b072"
 uuid = "4b2f31a3-9ecc-558c-b454-b3730dcb73e9"
-version = "2.40.2+2"
+version = "2.41.2+0"
 
 [[deps.Libtiff_jll]]
 deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "LERC_jll", "Libdl", "XZ_jll", "Zlib_jll", "Zstd_jll"]
-git-tree-sha1 = "4ab7581296671007fc33f07a721631b8855f4b1d"
+git-tree-sha1 = "f04133fe05eff1667d2054c53d59f9122383fe05"
 uuid = "89763e89-9b03-5906-acba-b20f662cd828"
-version = "4.7.1+0"
+version = "4.7.2+0"
 
 [[deps.Libuuid_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "edbf5309f9ddf1cab25afc344b1e8150b7c832f9"
+git-tree-sha1 = "2a7a12fc0a4e7fb773450d17975322aa77142106"
 uuid = "38a345b3-de98-5d2b-a5d3-14cd9215e700"
-version = "2.40.2+2"
+version = "2.41.2+0"
 
 [[deps.LineSearches]]
 deps = ["LinearAlgebra", "NLSolversBase", "NaNMath", "Parameters", "Printf"]
-git-tree-sha1 = "e4c3be53733db1051cc15ecf573b1042b3a712a1"
+git-tree-sha1 = "4adee99b7262ad2a1a4bbbc59d993d24e55ea96f"
 uuid = "d3d80556-e9d4-5f37-9878-2ab0fcc64255"
-version = "7.3.0"
+version = "7.4.0"
 
 [[deps.LinearAlgebra]]
 deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"]
 uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
-version = "1.11.0"
+version = "1.12.0"
 
 [[deps.LogExpFunctions]]
 deps = ["DocStringExtensions", "IrrationalConstants", "LinearAlgebra"]
@@ -1316,43 +1468,42 @@ version = "1.11.0"
 
 [[deps.LoggingExtras]]
 deps = ["Dates", "Logging"]
-git-tree-sha1 = "f02b56007b064fbfddb4c9cd60161b6dd0f40df3"
+git-tree-sha1 = "f00544d95982ea270145636c181ceda21c4e2575"
 uuid = "e6f89c97-d47a-5376-807f-9c37f3926c36"
-version = "1.1.0"
+version = "1.2.0"
 
 [[deps.MIMEs]]
-git-tree-sha1 = "65f28ad4b594aebe22157d6fac869786a255b7eb"
+git-tree-sha1 = "c64d943587f7187e751162b3b84445bbbd79f691"
 uuid = "6c6e2e6c-3030-632d-7369-2d6c69616d65"
-version = "0.1.4"
+version = "1.1.0"
 
 [[deps.MacroTools]]
-deps = ["Markdown", "Random"]
-git-tree-sha1 = "2fa9ee3e63fd3a4f7a9a4f4744a52f4856de82df"
+git-tree-sha1 = "1e0228a030642014fe5cfe68c2c0a818f9e3f522"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.13"
+version = "0.5.16"
 
 [[deps.Malt]]
 deps = ["Distributed", "Logging", "RelocatableFolders", "Serialization", "Sockets"]
-git-tree-sha1 = "02a728ada9d6caae583a0f87c1dd3844f99ec3fd"
+git-tree-sha1 = "21ab3240653e26c8d54c1389779e260a48174be3"
 uuid = "36869731-bdee-424d-aa32-cab38c994e3b"
-version = "1.1.2"
+version = "1.3.0"
 
 [[deps.Markdown]]
-deps = ["Base64"]
+deps = ["Base64", "JuliaSyntaxHighlighting", "StyledStrings"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 version = "1.11.0"
 
 [[deps.MarkdownLiteral]]
 deps = ["CommonMark", "HypertextLiteral"]
-git-tree-sha1 = "0d3fa2dd374934b62ee16a4721fe68c418b92899"
+git-tree-sha1 = "f7d73634acd573bf3489df1ee0d270a5d6d3a7a3"
 uuid = "736d6165-7244-6769-4267-6b50796e6954"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.MathOptInterface]]
-deps = ["BenchmarkTools", "CodecBzip2", "CodecZlib", "DataStructures", "ForwardDiff", "JSON", "LinearAlgebra", "MutableArithmetics", "NaNMath", "OrderedCollections", "PrecompileTools", "Printf", "SparseArrays", "SpecialFunctions", "Test", "Unicode"]
-git-tree-sha1 = "e065ca5234f53fd6f920efaee4940627ad991fb4"
+deps = ["BenchmarkTools", "CodecBzip2", "CodecZlib", "DataStructures", "ForwardDiff", "JSON3", "LinearAlgebra", "MutableArithmetics", "NaNMath", "OrderedCollections", "PrecompileTools", "Printf", "SparseArrays", "SpecialFunctions", "Test"]
+git-tree-sha1 = "a2cbab4256690aee457d136752c404e001f27768"
 uuid = "b8f27783-ece8-5eb3-8dc8-9495eed66fee"
-version = "1.34.0"
+version = "1.46.0"
 
 [[deps.MbedTLS]]
 deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
@@ -1361,14 +1512,15 @@ uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
 version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
-deps = ["Artifacts", "Libdl"]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "3cce3511ca2c6f87b19c34ffc623417ed2798cbd"
 uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
-version = "2.28.6+0"
+version = "2.28.10+0"
 
 [[deps.Measures]]
-git-tree-sha1 = "c13304c81eec1ed3af7fc20e75fb6b26092a1102"
+git-tree-sha1 = "b513cedd20d9c914783d8ad83d08120702bf2c77"
 uuid = "442fdcdd-2543-5da2-b0f3-8c86c306513e"
-version = "0.3.2"
+version = "0.3.3"
 
 [[deps.Missings]]
 deps = ["DataAPI"]
@@ -1382,7 +1534,7 @@ version = "1.11.0"
 
 [[deps.MozillaCACerts_jll]]
 uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
-version = "2023.12.12"
+version = "2025.5.20"
 
 [[deps.MsgPack]]
 deps = ["Serialization"]
@@ -1392,53 +1544,61 @@ version = "1.2.1"
 
 [[deps.MutableArithmetics]]
 deps = ["LinearAlgebra", "SparseArrays", "Test"]
-git-tree-sha1 = "a2710df6b0931f987530f59427441b21245d8f5e"
+git-tree-sha1 = "22df8573f8e7c593ac205455ca088989d0a2c7a0"
 uuid = "d8a4904e-b15c-11e9-3269-09a3773c0cb0"
-version = "1.6.0"
+version = "1.6.7"
 
 [[deps.NLSolversBase]]
-deps = ["DiffResults", "Distributed", "FiniteDiff", "ForwardDiff"]
-git-tree-sha1 = "a0b464d183da839699f4c79e7606d9d186ec172c"
+deps = ["ADTypes", "DifferentiationInterface", "Distributed", "FiniteDiff", "ForwardDiff"]
+git-tree-sha1 = "25a6638571a902ecfb1ae2a18fc1575f86b1d4df"
 uuid = "d41bc354-129a-5804-8e4c-c37616107c6c"
-version = "7.8.3"
+version = "7.10.0"
 
 [[deps.NaNMath]]
 deps = ["OpenLibm_jll"]
-git-tree-sha1 = "0877504529a3e5c3343c6f8b4c0381e57e4387e4"
+git-tree-sha1 = "9b8215b1ee9e78a293f99797cd31375471b2bcae"
 uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
-version = "1.0.2"
+version = "1.1.3"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
-version = "1.2.0"
+version = "1.3.0"
+
+[[deps.OffsetArrays]]
+git-tree-sha1 = "117432e406b5c023f665fa73dc26e79ec3630151"
+uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
+version = "1.17.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "887579a3eb005446d514ab7aeac5d1d027658b8f"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "b6aa4566bb7ae78498a5e68943863fa8b5231b59"
 uuid = "e7412a2a-1a6e-54c0-be00-318e2571c051"
-version = "1.3.5+1"
+version = "1.3.6+0"
 
 [[deps.OpenBLAS_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
 uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
-version = "0.3.27+1"
+version = "0.3.29+0"
 
 [[deps.OpenLibm_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "05823500-19ac-5b8b-9628-191a04bc5112"
-version = "0.8.1+2"
+version = "0.8.7+0"
 
 [[deps.OpenSSL]]
-deps = ["BitFlags", "Dates", "MozillaCACerts_jll", "OpenSSL_jll", "Sockets"]
-git-tree-sha1 = "38cb508d080d21dc1128f7fb04f20387ed4c0af4"
+deps = ["BitFlags", "Dates", "MozillaCACerts_jll", "NetworkOptions", "OpenSSL_jll", "Sockets"]
+git-tree-sha1 = "386b47442468acfb1add94bf2d85365dea10cbab"
 uuid = "4d8831e6-92b7-49fb-bdf8-b643e874388c"
-version = "1.4.3"
+version = "1.6.0"
 
 [[deps.OpenSSL_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "7493f61f55a6cce7325f197443aa80d32554ba10"
+deps = ["Artifacts", "Libdl"]
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "3.0.15+3"
+version = "3.5.1+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl"]
@@ -1447,10 +1607,10 @@ uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e"
 version = "0.5.6+0"
 
 [[deps.Optim]]
-deps = ["Compat", "FillArrays", "ForwardDiff", "LineSearches", "LinearAlgebra", "NLSolversBase", "NaNMath", "Parameters", "PositiveFactorizations", "Printf", "SparseArrays", "StatsBase"]
-git-tree-sha1 = "ab7edad78cdef22099f43c54ef77ac63c2c9cc64"
+deps = ["Compat", "EnumX", "FillArrays", "ForwardDiff", "LineSearches", "LinearAlgebra", "NLSolversBase", "NaNMath", "PositiveFactorizations", "Printf", "SparseArrays", "StatsBase"]
+git-tree-sha1 = "61942645c38dd2b5b78e2082c9b51ab315315d10"
 uuid = "429524aa-4258-5aef-a3af-852621145aeb"
-version = "1.10.0"
+version = "1.13.2"
 weakdeps = ["MathOptInterface"]
 
     [deps.Optim.extensions]
@@ -1458,31 +1618,35 @@ weakdeps = ["MathOptInterface"]
 
 [[deps.Opus_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6703a85cb3781bd5909d48730a67205f3f31a575"
+git-tree-sha1 = "c392fc5dd032381919e3b22dd32d6443760ce7ea"
 uuid = "91d4177d-7536-5919-b921-800302f37372"
-version = "1.3.3+0"
+version = "1.5.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "12f1439c4f986bb868acda6ea33ebc78e19b95ad"
+git-tree-sha1 = "05868e21324cede2207c6f0f466b4bfef6d5e7ee"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.7.0"
+version = "1.8.1"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "efcefdf7-47ab-520b-bdef-62a2eaa19f15"
-version = "10.42.0+1"
+version = "10.44.0+1"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
+git-tree-sha1 = "d922b4d80d1e12c658da7785e754f4796cc1d60d"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.31"
+version = "0.11.36"
+weakdeps = ["StatsBase"]
+
+    [deps.PDMats.extensions]
+    StatsBaseExt = "StatsBase"
 
 [[deps.Pango_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "FriBidi_jll", "Glib_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "ed6834e95bd326c52d5675b4181386dfbe885afb"
+git-tree-sha1 = "0662b083e11420952f2e62e17eddae7fc07d5997"
 uuid = "36c8627f-9965-5494-a995-c6b170f724f3"
-version = "1.55.5+0"
+version = "1.57.0+0"
 
 [[deps.Parameters]]
 deps = ["OrderedCollections", "UnPack"]
@@ -1492,25 +1656,20 @@ version = "0.12.3"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
+git-tree-sha1 = "7d2f8f21da5db6a806faf7b9b292296da42b2810"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.8.1"
-
-[[deps.Pipe]]
-git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
-uuid = "b98c9c47-44ae-5843-9183-064241ee97a0"
-version = "1.3.0"
+version = "2.8.3"
 
 [[deps.Pixman_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LLVMOpenMP_jll", "Libdl"]
-git-tree-sha1 = "35621f10a7531bc8fa58f74610b1bfb70a3cfc6b"
+git-tree-sha1 = "db76b1ecd5e9715f3d043cec13b2ec93ce015d53"
 uuid = "30392449-352a-5448-841d-b1acce4e97dc"
-version = "0.43.4+0"
+version = "0.44.2+0"
 
 [[deps.Pkg]]
 deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "Random", "SHA", "TOML", "Tar", "UUIDs", "p7zip_jll"]
 uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
-version = "1.11.0"
+version = "1.12.0"
 weakdeps = ["REPL"]
 
     [deps.Pkg.extensions]
@@ -1524,15 +1683,15 @@ version = "3.3.0"
 
 [[deps.PlotUtils]]
 deps = ["ColorSchemes", "Colors", "Dates", "PrecompileTools", "Printf", "Random", "Reexport", "StableRNGs", "Statistics"]
-git-tree-sha1 = "3ca9a356cd2e113c420f2c13bea19f8d3fb1cb18"
+git-tree-sha1 = "26ca162858917496748aad52bb5d3be4d26a228a"
 uuid = "995b91a9-d308-5afd-9ec6-746e21dbc043"
-version = "1.4.3"
+version = "1.4.4"
 
 [[deps.Plots]]
-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", "TOML", "UUIDs", "UnicodeFun", "UnitfulLatexify", "Unzip"]
-git-tree-sha1 = "dae01f8c2e069a683d3a6e17bbae5070ab94786f"
+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", "TOML", "UUIDs", "UnicodeFun", "Unzip"]
+git-tree-sha1 = "12ce661880f8e309569074a61d3767e5756a199f"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
-version = "1.40.9"
+version = "1.41.1"
 
     [deps.Plots.extensions]
     FileIOExt = "FileIO"
@@ -1549,22 +1708,22 @@ version = "1.40.9"
     Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"
 
 [[deps.Pluto]]
-deps = ["Base64", "Configurations", "Dates", "Downloads", "ExpressionExplorer", "FileWatching", "FuzzyCompletions", "HTTP", "HypertextLiteral", "InteractiveUtils", "Logging", "LoggingExtras", "MIMEs", "Malt", "Markdown", "MsgPack", "Pkg", "PlutoDependencyExplorer", "PrecompileSignatures", "PrecompileTools", "REPL", "RegistryInstances", "RelocatableFolders", "Scratch", "Sockets", "TOML", "Tables", "URIs", "UUIDs"]
-git-tree-sha1 = "b5509a2e4d4c189da505b780e3f447d1e38a0350"
+deps = ["Base64", "Configurations", "Dates", "Downloads", "ExpressionExplorer", "FileWatching", "GracefulPkg", "HTTP", "HypertextLiteral", "InteractiveUtils", "LRUCache", "Logging", "LoggingExtras", "MIMEs", "Malt", "Markdown", "MsgPack", "Pkg", "PlutoDependencyExplorer", "PrecompileSignatures", "PrecompileTools", "REPL", "Random", "RegistryInstances", "RelocatableFolders", "SHA", "Scratch", "Sockets", "TOML", "Tables", "URIs", "UUIDs"]
+git-tree-sha1 = "91424262b8490c197b4d4451afd1ab9e412399fc"
 uuid = "c3e4b0f8-55cb-11ea-2926-15256bba5781"
-version = "0.20.4"
+version = "0.20.21"
 
 [[deps.PlutoDependencyExplorer]]
 deps = ["ExpressionExplorer", "InteractiveUtils", "Markdown"]
-git-tree-sha1 = "e0864c15334d2c4bac8137ce3359f1174565e719"
+git-tree-sha1 = "c3e5073a977b1c58b2d55c1ec187c3737e64e6af"
 uuid = "72656b73-756c-7461-726b-72656b6b696b"
-version = "1.2.0"
+version = "1.2.2"
 
 [[deps.PlutoUI]]
-deps = ["AbstractPlutoDingetjes", "Base64", "ColorTypes", "Dates", "FixedPointNumbers", "Hyperscript", "HypertextLiteral", "IOCapture", "InteractiveUtils", "JSON", "Logging", "MIMEs", "Markdown", "Random", "Reexport", "URIs", "UUIDs"]
-git-tree-sha1 = "eba4810d5e6a01f612b948c9fa94f905b49087b0"
+deps = ["AbstractPlutoDingetjes", "Base64", "ColorTypes", "Dates", "Downloads", "FixedPointNumbers", "Hyperscript", "HypertextLiteral", "IOCapture", "InteractiveUtils", "JSON", "Logging", "MIMEs", "Markdown", "Random", "Reexport", "URIs", "UUIDs"]
+git-tree-sha1 = "3faff84e6f97a7f18e0dd24373daa229fd358db5"
 uuid = "7f904dfe-b85e-4ff6-b463-dae2292396a8"
-version = "0.7.60"
+version = "0.7.73"
 
 [[deps.PositiveFactorizations]]
 deps = ["LinearAlgebra"]
@@ -1579,15 +1738,15 @@ version = "3.0.3"
 
 [[deps.PrecompileTools]]
 deps = ["Preferences"]
-git-tree-sha1 = "5aa36f7049a63a1528fe8f7c3f2113413ffd4e1f"
+git-tree-sha1 = "07a921781cab75691315adc645096ed5e370cb77"
 uuid = "aea7be01-6a6a-4083-8856-8a6e6704d82a"
-version = "1.2.1"
+version = "1.3.3"
 
 [[deps.Preferences]]
 deps = ["TOML"]
-git-tree-sha1 = "9306f6085165d270f7e3db02af26a400d580f5c6"
+git-tree-sha1 = "0f27480397253da18fe2c12a4ba4eb9eb208bf3d"
 uuid = "21216c6a-2e73-6563-6e65-726566657250"
-version = "1.4.3"
+version = "1.5.0"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -1595,49 +1754,50 @@ uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
 version = "1.11.0"
 
 [[deps.Profile]]
+deps = ["StyledStrings"]
 uuid = "9abbd945-dff8-562f-b5e8-e1ebf5ef1b79"
 version = "1.11.0"
 
 [[deps.ProgressLogging]]
 deps = ["Logging", "SHA", "UUIDs"]
-git-tree-sha1 = "80d919dee55b9c50e8d9e2da5eeafff3fe58b539"
+git-tree-sha1 = "d95ed0324b0799843ac6f7a6a85e65fe4e5173f0"
 uuid = "33c8b6b6-d38a-422a-b730-caa89a2f386c"
-version = "0.1.4"
+version = "0.1.5"
 
 [[deps.PtrArrays]]
-git-tree-sha1 = "77a42d78b6a92df47ab37e177b2deac405e1c88f"
+git-tree-sha1 = "1d36ef11a9aaf1e8b74dacc6a731dd1de8fd493d"
 uuid = "43287f4e-b6f4-7ad1-bb20-aadabca52c3d"
-version = "1.2.1"
+version = "1.3.0"
 
 [[deps.Qt6Base_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Fontconfig_jll", "Glib_jll", "JLLWrappers", "Libdl", "Libglvnd_jll", "OpenSSL_jll", "Vulkan_Loader_jll", "Xorg_libSM_jll", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Xorg_libxcb_jll", "Xorg_xcb_util_cursor_jll", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_keysyms_jll", "Xorg_xcb_util_renderutil_jll", "Xorg_xcb_util_wm_jll", "Zlib_jll", "libinput_jll", "xkbcommon_jll"]
-git-tree-sha1 = "492601870742dcd38f233b23c3ec629628c1d724"
+git-tree-sha1 = "34f7e5d2861083ec7596af8b8c092531facf2192"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.7.1+1"
+version = "6.8.2+2"
 
 [[deps.Qt6Declarative_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Qt6Base_jll", "Qt6ShaderTools_jll"]
-git-tree-sha1 = "e5dd466bf2569fe08c91a2cc29c1003f4797ac3b"
+git-tree-sha1 = "da7adf145cce0d44e892626e647f9dcbe9cb3e10"
 uuid = "629bc702-f1f5-5709-abd5-49b8460ea067"
-version = "6.7.1+2"
+version = "6.8.2+1"
 
 [[deps.Qt6ShaderTools_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Qt6Base_jll"]
-git-tree-sha1 = "1a180aeced866700d4bebc3120ea1451201f16bc"
+git-tree-sha1 = "9eca9fc3fe515d619ce004c83c31ffd3f85c7ccf"
 uuid = "ce943373-25bb-56aa-8eca-768745ed7b5a"
-version = "6.7.1+1"
+version = "6.8.2+1"
 
 [[deps.Qt6Wayland_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Qt6Base_jll", "Qt6Declarative_jll"]
-git-tree-sha1 = "729927532d48cf79f49070341e1d918a65aba6b0"
+git-tree-sha1 = "8f528b0851b5b7025032818eb5abbeb8a736f853"
 uuid = "e99dba38-086e-5de3-a5b1-6e4c66e897c3"
-version = "6.7.1+1"
+version = "6.8.2+2"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
-git-tree-sha1 = "cda3b045cf9ef07a08ad46731f5a3165e56cf3da"
+git-tree-sha1 = "9da16da70037ba9d701192e27befedefb91ec284"
 uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
-version = "2.11.1"
+version = "2.11.2"
 
     [deps.QuadGK.extensions]
     QuadGKEnzymeExt = "Enzyme"
@@ -1646,7 +1806,7 @@ version = "2.11.1"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
 
 [[deps.REPL]]
-deps = ["InteractiveUtils", "Markdown", "Sockets", "StyledStrings", "Unicode"]
+deps = ["InteractiveUtils", "JuliaSyntaxHighlighting", "Markdown", "Sockets", "StyledStrings", "Unicode"]
 uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
 version = "1.11.0"
 
@@ -1655,11 +1815,21 @@ deps = ["SHA"]
 uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 version = "1.11.0"
 
+[[deps.Ratios]]
+deps = ["Requires"]
+git-tree-sha1 = "1342a47bf3260ee108163042310d26f2be5ec90b"
+uuid = "c84ed2f1-dad5-54f0-aa8e-dbefe2724439"
+version = "0.4.5"
+weakdeps = ["FixedPointNumbers"]
+
+    [deps.Ratios.extensions]
+    RatiosFixedPointNumbersExt = "FixedPointNumbers"
+
 [[deps.ReachabilityBase]]
 deps = ["ExprTools", "InteractiveUtils", "LinearAlgebra", "Random", "Requires", "SparseArrays"]
-git-tree-sha1 = "d28da1989cc21fcf57611f928061de5e8f27dc5c"
+git-tree-sha1 = "0a8aab328cb42e6a928e37c66d5081f6dd810159"
 uuid = "379f33d0-9447-4353-bd03-d664070e549f"
-version = "0.3.3"
+version = "0.3.5"
 
 [[deps.RealDot]]
 deps = ["LinearAlgebra"]
@@ -1698,15 +1868,15 @@ version = "1.0.1"
 
 [[deps.Requires]]
 deps = ["UUIDs"]
-git-tree-sha1 = "838a3a4188e2ded87a4f9f184b4b0d78a1e91cb7"
+git-tree-sha1 = "62389eeff14780bfe55195b7204c0d8738436d64"
 uuid = "ae029012-a4dd-5104-9daa-d747884805df"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Rmath]]
 deps = ["Random", "Rmath_jll"]
-git-tree-sha1 = "852bd0f55565a9e973fcfee83a84413270224dc4"
+git-tree-sha1 = "5b3d50eb374cea306873b371d3f8d3915a018f0b"
 uuid = "79098fc4-a85e-5d69-aa6a-4863f24498fa"
-version = "0.8.0"
+version = "0.9.0"
 
 [[deps.Rmath_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -1723,11 +1893,17 @@ version = "0.2.1"
 uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
+[[deps.ScopedValues]]
+deps = ["HashArrayMappedTries", "Logging"]
+git-tree-sha1 = "c3b2323466378a2ba15bea4b2f73b081e022f473"
+uuid = "7e506255-f358-4e82-b7e4-beb19740aa63"
+version = "1.5.0"
+
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
+git-tree-sha1 = "9b81b8393e50b7d4e6d0a9f14e192294d3b7c109"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.1"
+version = "1.3.0"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -1740,9 +1916,9 @@ version = "0.2.1"
 
 [[deps.Setfield]]
 deps = ["ConstructionBase", "Future", "MacroTools", "StaticArraysCore"]
-git-tree-sha1 = "e2cc6d8c88613c05e1defb55170bf5ff211fbeac"
+git-tree-sha1 = "c5391c6ace3bc430ca630251d02ea9687169ca68"
 uuid = "efcf1570-3423-57d1-acb7-fd33fddbac46"
-version = "1.1.1"
+version = "1.1.2"
 
 [[deps.SharedArrays]]
 deps = ["Distributed", "Mmap", "Random", "Serialization"]
@@ -1772,14 +1948,14 @@ version = "1.11.0"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "66e0a8e672a0bdfca2c3f5937efb8538b9ddc085"
+git-tree-sha1 = "64d974c2e6fdf07f8155b5b2ca2ffa9069b608d9"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.2.1"
+version = "1.2.2"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
 uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
-version = "1.11.0"
+version = "1.12.0"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
@@ -1789,9 +1965,9 @@ version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
-git-tree-sha1 = "64cca0c26b4f31ba18f13f6c12af7c85f478cfde"
+git-tree-sha1 = "f2685b435df2613e25fc10ad8c26dddb8640f547"
 uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
-version = "2.5.0"
+version = "2.6.1"
 weakdeps = ["ChainRulesCore"]
 
     [deps.SpecialFunctions.extensions]
@@ -1799,21 +1975,20 @@ weakdeps = ["ChainRulesCore"]
 
 [[deps.StableRNGs]]
 deps = ["Random"]
-git-tree-sha1 = "83e6cce8324d49dfaf9ef059227f91ed4441a8e5"
+git-tree-sha1 = "4f96c596b8c8258cc7d3b19797854d368f243ddc"
 uuid = "860ef19b-820b-49d6-a774-d7a799459cd3"
-version = "1.0.2"
+version = "1.0.4"
 
 [[deps.StanfordAA228V]]
-deps = ["AbstractPlutoDingetjes", "BSON", "Base64", "Distributions", "Downloads", "ForwardDiff", "GridInterpolations", "LazySets", "LinearAlgebra", "Markdown", "Optim", "Parameters", "Pkg", "Plots", "Pluto", "PlutoUI", "ProgressLogging", "Random", "SignalTemporalLogic", "Statistics", "TOML"]
-git-tree-sha1 = "5376632ae8604432fd7c8ce7308edf70950c1da8"
+deps = ["AbstractPlutoDingetjes", "BSON", "Base64", "Distances", "Distributions", "Downloads", "ForwardDiff", "GridInterpolations", "Interpolations", "LazySets", "LinearAlgebra", "Markdown", "Optim", "Parameters", "Pkg", "Plots", "Pluto", "PlutoUI", "ProgressLogging", "Random", "SignalTemporalLogic", "Statistics", "TOML"]
 uuid = "6f6e590e-f8c2-4a21-9268-94576b9fb3b1"
-version = "0.1.22"
+version = "0.1.28"
 
 [[deps.StaticArrays]]
 deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
-git-tree-sha1 = "47091a0340a675c738b1304b58161f3b0839d454"
+git-tree-sha1 = "b8693004b385c842357406e3af647701fe783f98"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.9.10"
+version = "1.9.15"
 weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
@@ -1821,9 +1996,9 @@ weakdeps = ["ChainRulesCore", "Statistics"]
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
-git-tree-sha1 = "192954ef1208c7019899fbf8049e717f92959682"
+git-tree-sha1 = "6ab403037779dae8c514bad259f32a447262455a"
 uuid = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
-version = "1.4.3"
+version = "1.4.4"
 
 [[deps.Statistics]]
 deps = ["LinearAlgebra"]
@@ -1837,21 +2012,21 @@ weakdeps = ["SparseArrays"]
 
 [[deps.StatsAPI]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "1ff449ad350c9c4cbc756624d6f8a8c3ef56d3ed"
+git-tree-sha1 = "9d72a13a3f4dd3795a195ac5a44d7d6ff5f552ff"
 uuid = "82ae8749-77ed-4fe6-ae5f-f523153014b0"
-version = "1.7.0"
+version = "1.7.1"
 
 [[deps.StatsBase]]
 deps = ["AliasTables", "DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
-git-tree-sha1 = "29321314c920c26684834965ec2ce0dacc9cf8e5"
+git-tree-sha1 = "064b532283c97daae49e544bb9cb413c26511f8c"
 uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
-version = "0.34.4"
+version = "0.34.8"
 
 [[deps.StatsFuns]]
 deps = ["HypergeometricFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
-git-tree-sha1 = "b423576adc27097764a90e163157bcfc9acf0f46"
+git-tree-sha1 = "91f091a8716a6bb38417a6e6f274602a19aaa685"
 uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
-version = "1.3.2"
+version = "1.5.2"
 
     [deps.StatsFuns.extensions]
     StatsFunsChainRulesCoreExt = "ChainRulesCore"
@@ -1863,9 +2038,9 @@ version = "1.3.2"
 
 [[deps.StructArrays]]
 deps = ["ConstructionBase", "DataAPI", "Tables"]
-git-tree-sha1 = "5a3a31c41e15a1e042d60f2f4942adccba05d3c9"
+git-tree-sha1 = "a2c37d815bf00575332b7bd0389f771cb7987214"
 uuid = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
-version = "0.7.0"
+version = "0.7.2"
 weakdeps = ["Adapt", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "SparseArrays", "StaticArrays"]
 
     [deps.StructArrays.extensions]
@@ -1875,6 +2050,12 @@ weakdeps = ["Adapt", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Sp
     StructArraysSparseArraysExt = "SparseArrays"
     StructArraysStaticArraysExt = "StaticArrays"
 
+[[deps.StructTypes]]
+deps = ["Dates", "UUIDs"]
+git-tree-sha1 = "159331b30e94d7b11379037feeb9b690950cace8"
+uuid = "856f2bd8-1eba-4b0a-8007-ebc267875bd4"
+version = "1.11.0"
+
 [[deps.StyledStrings]]
 uuid = "f489334b-da3d-4c2e-b8f0-e476e12c162b"
 version = "1.11.0"
@@ -1886,7 +2067,7 @@ uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"
 [[deps.SuiteSparse_jll]]
 deps = ["Artifacts", "Libdl", "libblastrampoline_jll"]
 uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
-version = "7.7.0+0"
+version = "7.8.3+2"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -1901,9 +2082,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "598cd7c1f68d1e205689b1c2fe65a9f85846f297"
+git-tree-sha1 = "f2c1efbc8f3a609aadf318094f8fc5204bdaf344"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.12.0"
+version = "1.12.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -1927,14 +2108,14 @@ uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
 version = "0.11.3"
 
 [[deps.Tricks]]
-git-tree-sha1 = "7822b97e99a1672bfb1b49b668a6d46d58d8cbcb"
+git-tree-sha1 = "311349fd1c93a31f783f977a71e8b062a57d4101"
 uuid = "410a4b4d-49e4-4fbc-ab6d-cb71b17b3775"
-version = "0.1.9"
+version = "0.1.13"
 
 [[deps.URIs]]
-git-tree-sha1 = "67db6cc7b3821e19ebe75791a9dd19c9b1188f2b"
+git-tree-sha1 = "bef26fb046d031353ef97a82e3fdb6afe7f21b1a"
 uuid = "5c2747f8-b7ea-4ff2-ba2e-563bfd36b1d4"
-version = "1.5.1"
+version = "1.6.1"
 
 [[deps.UUIDs]]
 deps = ["Random", "SHA"]
@@ -1956,26 +2137,6 @@ git-tree-sha1 = "53915e50200959667e78a92a418594b428dffddf"
 uuid = "1cfade01-22cf-5700-b092-accc4b62d6e1"
 version = "0.4.1"
 
-[[deps.Unitful]]
-deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "c0667a8e676c53d390a09dc6870b3d8d6650e2bf"
-uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.22.0"
-
-    [deps.Unitful.extensions]
-    ConstructionBaseUnitfulExt = "ConstructionBase"
-    InverseFunctionsUnitfulExt = "InverseFunctions"
-
-    [deps.Unitful.weakdeps]
-    ConstructionBase = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
-    InverseFunctions = "3587e190-3f89-42d0-90ee-14403ec27112"
-
-[[deps.UnitfulLatexify]]
-deps = ["LaTeXStrings", "Latexify", "Unitful"]
-git-tree-sha1 = "975c354fcd5f7e1ddcc1f1a23e6e091d99e99bc8"
-uuid = "45397f5d-5981-4c77-b2b3-fc36d6e9b728"
-version = "1.6.4"
-
 [[deps.UnsafeAtomics]]
 git-tree-sha1 = "b13c4edda90890e5b04ba24e20a310fbe6f249ff"
 uuid = "013be700-e6cd-48c3-b4a1-df204f14c38f"
@@ -1997,195 +2158,177 @@ uuid = "a44049a8-05dd-5a78-86c9-5fde0876e88c"
 version = "1.3.243+0"
 
 [[deps.Wayland_jll]]
-deps = ["Artifacts", "EpollShim_jll", "Expat_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg", "XML2_jll"]
-git-tree-sha1 = "85c7811eddec9e7f22615371c3cc81a504c508ee"
+deps = ["Artifacts", "EpollShim_jll", "Expat_jll", "JLLWrappers", "Libdl", "Libffi_jll"]
+git-tree-sha1 = "96478df35bbc2f3e1e791bc7a3d0eeee559e60e9"
 uuid = "a2964d1f-97da-50d4-b82a-358c7fce9d89"
-version = "1.21.0+2"
+version = "1.24.0+0"
 
-[[deps.Wayland_protocols_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "5db3e9d307d32baba7067b13fc7b5aa6edd4a19a"
-uuid = "2381bf8a-dfd0-557d-9999-79630e7b1b91"
-version = "1.36.0+0"
-
-[[deps.XML2_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "a2fccc6559132927d4c5dc183e3e01048c6dcbd6"
-uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.13.5+0"
-
-[[deps.XSLT_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "XML2_jll", "Zlib_jll"]
-git-tree-sha1 = "7d1671acbe47ac88e981868a078bd6b4e27c5191"
-uuid = "aed1982a-8fda-507f-9586-7b0439959a61"
-version = "1.1.42+0"
+[[deps.WoodburyMatrices]]
+deps = ["LinearAlgebra", "SparseArrays"]
+git-tree-sha1 = "c1a7aa6219628fcd757dede0ca95e245c5cd9511"
+uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
+version = "1.0.0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "beef98d5aad604d9e7d60b2ece5181f7888e2fd6"
+git-tree-sha1 = "fee71455b0aaa3440dfdd54a9a36ccef829be7d4"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.6.4+0"
+version = "5.8.1+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "326b4fea307b0b39892b3e85fa451692eda8d46c"
+git-tree-sha1 = "a3ea76ee3f4facd7a64684f9af25310825ee3668"
 uuid = "f67eecfb-183a-506d-b269-f58e52b52d7c"
-version = "1.1.1+0"
+version = "1.1.2+0"
 
 [[deps.Xorg_libSM_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libICE_jll"]
-git-tree-sha1 = "3796722887072218eabafb494a13c963209754ce"
+git-tree-sha1 = "9c7ad99c629a44f81e7799eb05ec2746abb5d588"
 uuid = "c834827a-8449-5923-a945-d239c165b7dd"
-version = "1.2.4+0"
+version = "1.2.6+0"
 
 [[deps.Xorg_libX11_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxcb_jll", "Xorg_xtrans_jll"]
-git-tree-sha1 = "9dafcee1d24c4f024e7edc92603cedba72118283"
+git-tree-sha1 = "b5899b25d17bf1889d25906fb9deed5da0c15b3b"
 uuid = "4f6342f7-b3d2-589e-9d20-edeb45f2b2bc"
-version = "1.8.6+3"
+version = "1.8.12+0"
 
 [[deps.Xorg_libXau_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "2b0e27d52ec9d8d483e2ca0b72b3cb1a8df5c27a"
+git-tree-sha1 = "aa1261ebbac3ccc8d16558ae6799524c450ed16b"
 uuid = "0c0b7dd1-d40b-584c-a123-a41640f87eec"
-version = "1.0.11+3"
+version = "1.0.13+0"
 
 [[deps.Xorg_libXcursor_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libXfixes_jll", "Xorg_libXrender_jll"]
-git-tree-sha1 = "807c226eaf3651e7b2c468f687ac788291f9a89b"
+git-tree-sha1 = "6c74ca84bbabc18c4547014765d194ff0b4dc9da"
 uuid = "935fb764-8cf2-53bf-bb30-45bb1f8bf724"
-version = "1.2.3+0"
+version = "1.2.4+0"
 
 [[deps.Xorg_libXdmcp_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "02054ee01980c90297412e4c809c8694d7323af3"
+git-tree-sha1 = "52858d64353db33a56e13c341d7bf44cd0d7b309"
 uuid = "a3789734-cfe1-5b06-b2d0-1dd0d9d62d05"
-version = "1.1.4+3"
+version = "1.1.6+0"
 
 [[deps.Xorg_libXext_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
-git-tree-sha1 = "d7155fea91a4123ef59f42c4afb5ab3b4ca95058"
+git-tree-sha1 = "a4c0ee07ad36bf8bbce1c3bb52d21fb1e0b987fb"
 uuid = "1082639a-0dae-5f34-9b06-72781eeb8cb3"
-version = "1.3.6+3"
+version = "1.3.7+0"
 
 [[deps.Xorg_libXfixes_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
-git-tree-sha1 = "6fcc21d5aea1a0b7cce6cab3e62246abd1949b86"
+git-tree-sha1 = "75e00946e43621e09d431d9b95818ee751e6b2ef"
 uuid = "d091e8ba-531a-589c-9de9-94069b037ed8"
-version = "6.0.0+0"
+version = "6.0.2+0"
 
 [[deps.Xorg_libXi_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libXext_jll", "Xorg_libXfixes_jll"]
-git-tree-sha1 = "984b313b049c89739075b8e2a94407076de17449"
+git-tree-sha1 = "a376af5c7ae60d29825164db40787f15c80c7c54"
 uuid = "a51aa0fd-4e3c-5386-b890-e753decda492"
-version = "1.8.2+0"
+version = "1.8.3+0"
 
 [[deps.Xorg_libXinerama_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libXext_jll"]
-git-tree-sha1 = "a1a7eaf6c3b5b05cb903e35e8372049b107ac729"
+git-tree-sha1 = "a5bc75478d323358a90dc36766f3c99ba7feb024"
 uuid = "d1454406-59df-5ea1-beac-c340f2130bc3"
-version = "1.1.5+0"
+version = "1.1.6+0"
 
 [[deps.Xorg_libXrandr_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libXext_jll", "Xorg_libXrender_jll"]
-git-tree-sha1 = "b6f664b7b2f6a39689d822a6300b14df4668f0f4"
+git-tree-sha1 = "aff463c82a773cb86061bce8d53a0d976854923e"
 uuid = "ec84b674-ba8e-5d96-8ba1-2a689ba10484"
-version = "1.5.4+0"
+version = "1.5.5+0"
 
 [[deps.Xorg_libXrender_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
-git-tree-sha1 = "a490c6212a0e90d2d55111ac956f7c4fa9c277a6"
+git-tree-sha1 = "7ed9347888fac59a618302ee38216dd0379c480d"
 uuid = "ea2f1a96-1ddc-540d-b46f-429655e07cfa"
-version = "0.9.11+1"
-
-[[deps.Xorg_libpthread_stubs_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "fee57a273563e273f0f53275101cd41a8153517a"
-uuid = "14d82f49-176c-5ed1-bb49-ad3f5cbd8c74"
-version = "0.1.1+3"
+version = "0.9.12+0"
 
 [[deps.Xorg_libxcb_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "XSLT_jll", "Xorg_libXau_jll", "Xorg_libXdmcp_jll", "Xorg_libpthread_stubs_jll"]
-git-tree-sha1 = "1a74296303b6524a0472a8cb12d3d87a78eb3612"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libXau_jll", "Xorg_libXdmcp_jll"]
+git-tree-sha1 = "bfcaf7ec088eaba362093393fe11aa141fa15422"
 uuid = "c7cfdc94-dc32-55de-ac96-5a1b8d977c5b"
-version = "1.17.0+3"
+version = "1.17.1+0"
 
 [[deps.Xorg_libxkbfile_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
-git-tree-sha1 = "dbc53e4cf7701c6c7047c51e17d6e64df55dca94"
+git-tree-sha1 = "e3150c7400c41e207012b41659591f083f3ef795"
 uuid = "cc61e674-0454-545c-8b26-ed2c68acab7a"
-version = "1.1.2+1"
+version = "1.1.3+0"
 
 [[deps.Xorg_xcb_util_cursor_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_jll", "Xorg_xcb_util_renderutil_jll"]
-git-tree-sha1 = "04341cb870f29dcd5e39055f895c39d016e18ccd"
+git-tree-sha1 = "9750dc53819eba4e9a20be42349a6d3b86c7cdf8"
 uuid = "e920d4aa-a673-5f3a-b3d7-f755a4d47c43"
-version = "0.1.4+0"
+version = "0.1.6+0"
 
 [[deps.Xorg_xcb_util_image_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
-git-tree-sha1 = "0fab0a40349ba1cba2c1da699243396ff8e94b97"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_jll"]
+git-tree-sha1 = "f4fc02e384b74418679983a97385644b67e1263b"
 uuid = "12413925-8142-5f55-bb0e-6d7ca50bb09b"
-version = "0.4.0+1"
+version = "0.4.1+0"
 
 [[deps.Xorg_xcb_util_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libxcb_jll"]
-git-tree-sha1 = "e7fd7b2881fa2eaa72717420894d3938177862d1"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxcb_jll"]
+git-tree-sha1 = "68da27247e7d8d8dafd1fcf0c3654ad6506f5f97"
 uuid = "2def613f-5ad1-5310-b15b-b15d46f528f5"
-version = "0.4.0+1"
+version = "0.4.1+0"
 
 [[deps.Xorg_xcb_util_keysyms_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
-git-tree-sha1 = "d1151e2c45a544f32441a567d1690e701ec89b00"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_jll"]
+git-tree-sha1 = "44ec54b0e2acd408b0fb361e1e9244c60c9c3dd4"
 uuid = "975044d2-76e6-5fbe-bf08-97ce7c6574c7"
-version = "0.4.0+1"
+version = "0.4.1+0"
 
 [[deps.Xorg_xcb_util_renderutil_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
-git-tree-sha1 = "dfd7a8f38d4613b6a575253b3174dd991ca6183e"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_jll"]
+git-tree-sha1 = "5b0263b6d080716a02544c55fdff2c8d7f9a16a0"
 uuid = "0d47668e-0667-5a69-a72c-f761630bfb7e"
-version = "0.3.9+1"
+version = "0.3.10+0"
 
 [[deps.Xorg_xcb_util_wm_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
-git-tree-sha1 = "e78d10aab01a4a154142c5006ed44fd9e8e31b67"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_jll"]
+git-tree-sha1 = "f233c83cad1fa0e70b7771e0e21b061a116f2763"
 uuid = "c22f9ab0-d5fe-5066-847c-f4bb1cd4e361"
-version = "0.4.1+1"
+version = "0.4.2+0"
 
 [[deps.Xorg_xkbcomp_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxkbfile_jll"]
-git-tree-sha1 = "ab2221d309eda71020cdda67a973aa582aa85d69"
+git-tree-sha1 = "801a858fc9fb90c11ffddee1801bb06a738bda9b"
 uuid = "35661453-b289-5fab-8a00-3d9160c6a3a4"
-version = "1.4.6+1"
+version = "1.4.7+0"
 
 [[deps.Xorg_xkeyboard_config_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xkbcomp_jll"]
-git-tree-sha1 = "691634e5453ad362044e2ad653e79f3ee3bb98c3"
+git-tree-sha1 = "00af7ebdc563c9217ecc67776d1bbf037dbcebf4"
 uuid = "33bec58e-1273-512f-9401-5d533626f822"
-version = "2.39.0+0"
+version = "2.44.0+0"
 
 [[deps.Xorg_xtrans_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "b9ead2d2bdb27330545eb14234a2e300da61232e"
+git-tree-sha1 = "a63799ff68005991f9d9491b6e95bd3478d783cb"
 uuid = "c5fb5394-a638-5e4d-96e5-b29de1b5cf10"
-version = "1.5.0+3"
+version = "1.6.0+0"
 
 [[deps.Zlib_jll]]
 deps = ["Libdl"]
 uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
-version = "1.2.13+1"
+version = "1.3.1+2"
 
 [[deps.Zstd_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "622cf78670d067c738667aaa96c553430b65e269"
+git-tree-sha1 = "446b23e73536f84e8037f5dce465e92275f6a308"
 uuid = "3161d3a3-bdf6-5164-811a-617609db77b4"
-version = "1.5.7+0"
+version = "1.5.7+1"
 
 [[deps.Zygote]]
 deps = ["AbstractFFTs", "ChainRules", "ChainRulesCore", "DiffRules", "Distributed", "FillArrays", "ForwardDiff", "GPUArrays", "GPUArraysCore", "IRTools", "InteractiveUtils", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NaNMath", "PrecompileTools", "Random", "Requires", "SparseArrays", "SpecialFunctions", "Statistics", "ZygoteRules"]
-git-tree-sha1 = "0b3c944f5d2d8b466c5d20a84c229c17c528f49e"
+git-tree-sha1 = "8462a20f0fd85b4ef4a1b7310d33e7475d2bb14f"
 uuid = "e88e6eb3-aa80-5325-afca-941959d7151f"
-version = "0.6.75"
+version = "0.6.77"
 
     [deps.Zygote.extensions]
     ZygoteColorsExt = "Colors"
@@ -2199,44 +2342,38 @@ version = "0.6.75"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "27798139afc0a2afa7b1824c206d5e87ea587a00"
+git-tree-sha1 = "434b3de333c75fc446aa0d19fc394edafd07ab08"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.5"
+version = "0.2.7"
 
 [[deps.eudev_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
-git-tree-sha1 = "431b678a28ebb559d224c0b6b6d01afce87c51ba"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "c3b0e6196d50eab0c5ed34021aaa0bb463489510"
 uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
-version = "3.2.9+0"
+version = "3.2.14+0"
 
 [[deps.fzf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6e50f145003024df4f5cb96c7fce79466741d601"
+git-tree-sha1 = "b6a34e0e0960190ac2a4363a1bd003504772d631"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.56.3+0"
-
-[[deps.gperf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "0ba42241cb6809f1a278d0bcb976e0483c3f1f2d"
-uuid = "1a1c6b14-54f6-533d-8383-74cd7377aa70"
-version = "3.1.1+1"
+version = "0.61.1+0"
 
 [[deps.libaom_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "522c1df09d05a71785765d19c9524661234738e9"
+git-tree-sha1 = "371cc681c00a3ccc3fbc5c0fb91f58ba9bec1ecf"
 uuid = "a4ae2306-e953-59d6-aa16-d00cac43593b"
-version = "3.11.0+0"
+version = "3.13.1+0"
 
 [[deps.libass_jll]]
 deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
-git-tree-sha1 = "e17c115d55c5fbb7e52ebedb427a0dca79d4484e"
+git-tree-sha1 = "125eedcb0a4a0bba65b657251ce1d27c8714e9d6"
 uuid = "0ac62f75-1d6f-5e53-bd7c-93b484bb37c0"
-version = "0.15.2+0"
+version = "0.17.4+0"
 
 [[deps.libblastrampoline_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
-version = "5.11.0+0"
+version = "5.15.0+0"
 
 [[deps.libdecor_jll]]
 deps = ["Artifacts", "Dbus_jll", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pango_jll", "Wayland_jll", "xkbcommon_jll"]
@@ -2245,73 +2382,74 @@ uuid = "1183f4f0-6f2a-5f1a-908b-139f9cdfea6f"
 version = "0.2.2+0"
 
 [[deps.libevdev_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "141fe65dc3efabb0b1d5ba74e91f6ad26f84cc22"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "56d643b57b188d30cccc25e331d416d3d358e557"
 uuid = "2db6ffa8-e38f-5e21-84af-90c45d0032cc"
-version = "1.11.0+0"
+version = "1.13.4+0"
 
 [[deps.libfdk_aac_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "8a22cf860a7d27e4f3498a0fe0811a7957badb38"
+git-tree-sha1 = "646634dd19587a56ee2f1199563ec056c5f228df"
 uuid = "f638f0a6-7fb0-5443-88ba-1cc74229b280"
-version = "2.0.3+0"
+version = "2.0.4+0"
 
 [[deps.libinput_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "eudev_jll", "libevdev_jll", "mtdev_jll"]
-git-tree-sha1 = "ad50e5b90f222cfe78aa3d5183a20a12de1322ce"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "eudev_jll", "libevdev_jll", "mtdev_jll"]
+git-tree-sha1 = "91d05d7f4a9f67205bd6cf395e488009fe85b499"
 uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
-version = "1.18.0+0"
+version = "1.28.1+0"
 
 [[deps.libpng_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
-git-tree-sha1 = "b7bfd3ab9d2c58c3829684142f5804e4c6499abc"
+git-tree-sha1 = "07b6a107d926093898e82b3b1db657ebe33134ec"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.45+0"
+version = "1.6.50+0"
 
 [[deps.libvorbis_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
-git-tree-sha1 = "490376214c4721cdaca654041f635213c6165cb3"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll"]
+git-tree-sha1 = "11e1772e7f3cc987e9d3de991dd4f6b2602663a5"
 uuid = "f27f6e37-5d2b-51aa-960f-b287f2bc3b7a"
-version = "1.3.7+2"
+version = "1.3.8+0"
 
 [[deps.mtdev_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "814e154bdb7be91d78b6802843f76b6ece642f11"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "b4d631fd51f2e9cdd93724ae25b2efc198b059b1"
 uuid = "009596ad-96f7-51b1-9f1b-5ce2d5e8a71e"
-version = "1.1.6+0"
+version = "1.1.7+0"
 
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.59.0+0"
+version = "1.64.0+1"
 
 [[deps.p7zip_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
-version = "17.4.0+2"
+version = "17.5.0+2"
 
 [[deps.x264_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "4fea590b89e6ec504593146bf8b988b2c00922b2"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "14cc7083fc6dff3cc44f2bc435ee96d06ed79aa7"
 uuid = "1270edf5-f2f9-52d2-97e9-ab00b5d0237a"
-version = "2021.5.5+0"
+version = "10164.0.1+0"
 
 [[deps.x265_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ee567a171cce03570d77ad3a43e90218e38937a9"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "e7b67590c14d487e734dcb925924c5dc43ec85f3"
 uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76"
-version = "3.5.0+0"
+version = "4.1.0+0"
 
 [[deps.xkbcommon_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Wayland_jll", "Wayland_protocols_jll", "Xorg_libxcb_jll", "Xorg_xkeyboard_config_jll"]
-git-tree-sha1 = "63406453ed9b33a0df95d570816d5366c92b7809"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxcb_jll", "Xorg_xkeyboard_config_jll"]
+git-tree-sha1 = "fbf139bce07a534df0e699dbb5f5cc9346f95cc1"
 uuid = "d8fb68d0-12a3-5cfd-a85a-d49703b185fd"
-version = "1.4.1+2"
+version = "1.9.2+0"
 """
 
 # ╔═╡ Cell order:
 # ╟─28504aea-ee04-4b70-a067-a450d8d6374f
 # ╠═8f08e006-2d70-4173-a02e-267e8486f5c8
+# ╟─6afcd4d2-efbe-4157-b9fc-d9ae296caa11
 # ╟─f53306f6-1072-40ae-bf65-1927e5eae088
 # ╟─2eec992f-0581-4b7b-a14f-ad119c230ae2
 # ╟─a3ce3d69-83f0-4ab3-b579-827d793b511e
diff --git a/project1/.p1 b/project1/.p1
new file mode 100644
index 0000000..01f75f5
Binary files /dev/null and b/project1/.p1 differ
diff --git a/project1/project1.jl b/project1/project1.jl
index 7c068e7..290ed5e 100644
--- a/project1/project1.jl
+++ b/project1/project1.jl
@@ -1,5 +1,5 @@
 ### A Pluto.jl notebook ###
-# v0.20.4
+# v0.20.21
 
 using Markdown
 using InteractiveUtils
@@ -7,7 +7,7 @@ using InteractiveUtils
 # This Pluto notebook uses @bind for interactivity. When running this notebook outside of Pluto, the following 'mock version' of @bind gives bound variables a default value (instead of an error).
 macro bind(def, element)
     #! format: off
-    quote
+    return quote
         local iv = try Base.loaded_modules[Base.PkgId(Base.UUID("6e696c72-6542-2067-7265-42206c756150"), "AbstractPlutoDingetjes")].Bonds.initial_value catch; b -> missing; end
         local el = $(esc(element))
         global $(esc(def)) = Core.applicable(Base.get, el) ? Base.get(el) : iv(el)
@@ -44,6 +44,28 @@ begin
 	md"> _Additional package management._"
 end
 
+# ╔═╡ 75914983-18b1-45fc-81ec-595b2b34c594
+if haskey(ENV, "AA228V_CI_SSH_KEY")
+    # Check if age is installed
+    if !success(`age --version`)
+        @warn "age binary not found or not executable. Please install age."
+    else
+        # Create temp file that auto-cleans on exit
+        mktempdir() do tmpdir
+            tempfile = joinpath(tmpdir, "decrypted.jl")
+            
+            # Decrypt .p0 file using age with SSH key
+            run(pipeline(
+                `age --decrypt -i $(ENV["AA228V_CI_SSH_KEY"]) .p1`,
+                tempfile
+            ))
+            
+            # Include the decrypted file
+            include(tempfile)
+        end
+    end
+end
+
 # ╔═╡ 117d0059-ce1a-497e-8667-a0c2ef20c632
 md"""
 # Project 1: Finding the most-likely failure
@@ -751,7 +773,7 @@ end
 # ╔═╡ 307afd9c-6dac-4a6d-89d7-4d8cabfe3fe5
 Markdown.MD(
 	md"""
-$(@bind rerun_small LargeCheckBox(text="⟵ Click to re-run the <code>SmallSystem</code> evaluation."))""",
+$(@bind rerun_small LargeCheckBox(text="⟵ Click to re-run the <code>SmallSystem</code> evaluation.", default=parse(Bool, get(ENV, "AA228V_CI_RUN_EVALS", "false"))))""",
 	Markdown.parse("""
 	↑ This will re-run **`most_likely_failure(::SmallSystem, ψ)`** and re-save **`$(get_filename(sys_small, ThisProject))`**
 
@@ -770,7 +792,7 @@ end
 # ╔═╡ 38f26afd-ffa5-48d6-90cc-e3ec189c2bf1
 Markdown.MD(
 	md"""
-$(@bind rerun_medium LargeCheckBox(text="⟵ Click to re-run the <code>MediumSystem</code> evaluation."))""",
+$(@bind rerun_medium LargeCheckBox(text="⟵ Click to re-run the <code>MediumSystem</code> evaluation.", default=parse(Bool, get(ENV, "AA228V_CI_RUN_EVALS", "false"))))""",
 	Markdown.parse("""
 	↑ This will re-run **`most_likely_failure(::MediumSystem, ψ)`** and re-save **`$(get_filename(sys_medium, ThisProject))`**
 
@@ -876,7 +898,7 @@ We'll automatically test your `most_likely_failure(::LargeSystem, ψ)` function
 # ╔═╡ 7fe1c3d7-469c-47d9-9d46-e5b8b263edb9
 Markdown.MD(
 	md"""
-$(@bind rerun_large LargeCheckBox(text="⟵ Click to re-run the <code>LargeSystem</code> evaluation."))""",
+$(@bind rerun_large LargeCheckBox(text="⟵ Click to re-run the <code>LargeSystem</code> evaluation.", default=parse(Bool, get(ENV, "AA228V_CI_RUN_EVALS", "false"))))""",
 	Markdown.parse("""
 	↑ This will re-run **`most_likely_failure(::LargeSystem, ψ)`** and re-save **`$(get_filename(sys_large, ThisProject))`**
 
@@ -1698,25 +1720,40 @@ Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [compat]
 BSON = "~0.3.9"
-Distributions = "~0.25.115"
-GridInterpolations = "~1.2.1"
-MarkdownLiteral = "~0.1.1"
-Optim = "~1.10.0"
+Distributions = "~0.25.122"
+GridInterpolations = "~1.3.0"
+MarkdownLiteral = "~0.1.2"
+Optim = "~1.13.2"
 Parameters = "~0.12.3"
-Plots = "~1.40.9"
-PlutoUI = "~0.7.60"
-ProgressLogging = "~0.1.4"
-ReverseDiff = "~1.15.3"
-StanfordAA228V = "~0.1.22"
+Plots = "~1.41.1"
+PlutoUI = "~0.7.73"
+ProgressLogging = "~0.1.5"
+ReverseDiff = "~1.16.1"
+StanfordAA228V = "~0.1.28"
 """
 
 # ╔═╡ 00000000-0000-0000-0000-000000000002
 PLUTO_MANIFEST_TOML_CONTENTS = """
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.11.2"
+julia_version = "1.12.2"
 manifest_format = "2.0"
-project_hash = "f20fac971195dcd2201decc798f06a70644f597d"
+project_hash = "ee03bbe38b9531e70cda5261b936528e1e94f3b2"
+
+[[deps.ADTypes]]
+git-tree-sha1 = "27cecae79e5cc9935255f90c53bb831cc3c870d7"
+uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
+version = "1.18.0"
+
+    [deps.ADTypes.extensions]
+    ADTypesChainRulesCoreExt = "ChainRulesCore"
+    ADTypesConstructionBaseExt = "ConstructionBase"
+    ADTypesEnzymeCoreExt = "EnzymeCore"
+
+    [deps.ADTypes.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    ConstructionBase = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -1737,12 +1774,13 @@ version = "1.3.2"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "50c3c56a52972d78e8be9fd135bfb91c9574c140"
+git-tree-sha1 = "7e35fca2bdfba44d797c53dfe63a51fabf39bfc0"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "4.1.1"
-weakdeps = ["StaticArrays"]
+version = "4.4.0"
+weakdeps = ["SparseArrays", "StaticArrays"]
 
     [deps.Adapt.extensions]
+    AdaptSparseArraysExt = "SparseArrays"
     AdaptStaticArraysExt = "StaticArrays"
 
 [[deps.AliasTables]]
@@ -1757,18 +1795,19 @@ version = "1.1.2"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra"]
-git-tree-sha1 = "017fcb757f8e921fb44ee063a7aafe5f89b86dd1"
+git-tree-sha1 = "d81ae5489e13bc03567d4fbbb06c546a5e53c857"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.18.0"
+version = "7.22.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
     ArrayInterfaceBlockBandedMatricesExt = "BlockBandedMatrices"
     ArrayInterfaceCUDAExt = "CUDA"
-    ArrayInterfaceCUDSSExt = "CUDSS"
+    ArrayInterfaceCUDSSExt = ["CUDSS", "CUDA"]
     ArrayInterfaceChainRulesCoreExt = "ChainRulesCore"
     ArrayInterfaceChainRulesExt = "ChainRules"
     ArrayInterfaceGPUArraysCoreExt = "GPUArraysCore"
+    ArrayInterfaceMetalExt = "Metal"
     ArrayInterfaceReverseDiffExt = "ReverseDiff"
     ArrayInterfaceSparseArraysExt = "SparseArrays"
     ArrayInterfaceStaticArraysCoreExt = "StaticArraysCore"
@@ -1782,6 +1821,7 @@ version = "7.18.0"
     ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
     ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
     GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527"
+    Metal = "dde4c033-4e86-420c-a63e-0dd931031962"
     ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
     SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
     StaticArraysCore = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
@@ -1793,20 +1833,28 @@ version = "1.11.0"
 
 [[deps.Atomix]]
 deps = ["UnsafeAtomics"]
-git-tree-sha1 = "c3b238aa28c1bebd4b5ea4988bebf27e9a01b72b"
+git-tree-sha1 = "29bb0eb6f578a587a49da16564705968667f5fa8"
 uuid = "a9b6321e-bd34-4604-b9c9-b65b8de01458"
-version = "1.0.1"
+version = "1.1.2"
 
     [deps.Atomix.extensions]
     AtomixCUDAExt = "CUDA"
     AtomixMetalExt = "Metal"
+    AtomixOpenCLExt = "OpenCL"
     AtomixoneAPIExt = "oneAPI"
 
     [deps.Atomix.weakdeps]
     CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
     Metal = "dde4c033-4e86-420c-a63e-0dd931031962"
+    OpenCL = "08131aa3-fb12-5dee-8b74-c09406e224a2"
     oneAPI = "8f75cd03-7ff8-4ecb-9b8f-daf728133b1b"
 
+[[deps.AxisAlgorithms]]
+deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"]
+git-tree-sha1 = "01b8ccb13d68535d73d2b0c23e39bd23155fb712"
+uuid = "13072b0f-2c55-5437-9ae7-d433b7a33950"
+version = "1.1.0"
+
 [[deps.BSON]]
 git-tree-sha1 = "4c3e506685c527ac6a54ccc0c8c76fd6f91b42fb"
 uuid = "fbb218c0-5317-5bc6-957e-2ee96dd4b1f0"
@@ -1817,10 +1865,10 @@ uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
 version = "1.11.0"
 
 [[deps.BenchmarkTools]]
-deps = ["JSON", "Logging", "Printf", "Profile", "Statistics", "UUIDs"]
-git-tree-sha1 = "f1dff6729bc61f4d49e140da1af55dcd1ac97b2f"
+deps = ["Compat", "JSON", "Logging", "Printf", "Profile", "Statistics", "UUIDs"]
+git-tree-sha1 = "7fecfb1123b8d0232218e2da0c213004ff15358d"
 uuid = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
-version = "1.5.0"
+version = "1.6.3"
 
 [[deps.BitFlags]]
 git-tree-sha1 = "0691e34b3bb8be9307330f88d1a3c3f25466c24d"
@@ -1828,10 +1876,10 @@ uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
 version = "0.1.9"
 
 [[deps.Bzip2_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "8873e196c2eb87962a2048b3b8e08946535864a1"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "1b96ea4a01afe0ea4090c5c8039690672dd13f2e"
 uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
-version = "1.0.8+4"
+version = "1.0.9+0"
 
 [[deps.CEnum]]
 git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
@@ -1840,9 +1888,9 @@ version = "0.5.0"
 
 [[deps.CRlibm]]
 deps = ["CRlibm_jll"]
-git-tree-sha1 = "32abd86e3c2025db5172aa182b982debed519834"
+git-tree-sha1 = "66188d9d103b92b6cd705214242e27f5737a1e5e"
 uuid = "96374032-68de-5a5b-8d9e-752f78720389"
-version = "1.0.1"
+version = "1.0.2"
 
 [[deps.CRlibm_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1852,21 +1900,21 @@ version = "1.0.1+0"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
-git-tree-sha1 = "009060c9a6168704143100f36ab08f06c2af4642"
+git-tree-sha1 = "fde3bf89aead2e723284a8ff9cdf5b551ed700e8"
 uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a"
-version = "1.18.2+1"
+version = "1.18.5+0"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "4312d7869590fab4a4f789e97bd82f0a04eaaa05"
+git-tree-sha1 = "3b704353e517a957323bd3ac70fa7b669b5f48d4"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.72.2"
+version = "1.72.6"
 
 [[deps.ChainRulesCore]]
 deps = ["Compat", "LinearAlgebra"]
-git-tree-sha1 = "1713c74e00545bfe14605d2a2be1712de8fbcb58"
+git-tree-sha1 = "e4c6a16e77171a5f5e25e9646617ab1c276c5607"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.25.1"
+version = "1.26.0"
 weakdeps = ["SparseArrays"]
 
     [deps.ChainRulesCore.extensions]
@@ -1880,27 +1928,31 @@ version = "0.8.5"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "bce6804e5e6044c6daab27bb533d1295e4a2e759"
+git-tree-sha1 = "962834c22b66e32aa10f7611c08c8ca4e20749a9"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.6"
+version = "0.7.8"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
-git-tree-sha1 = "c785dfb1b3bfddd1da557e861b919819b82bbe5b"
+git-tree-sha1 = "b0fd3f56fa442f81e0a47815c92245acfaaa4e34"
 uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4"
-version = "3.27.1"
+version = "3.31.0"
 
 [[deps.ColorTypes]]
 deps = ["FixedPointNumbers", "Random"]
-git-tree-sha1 = "b10d0b65641d57b8b4d5e234446582de5047050d"
+git-tree-sha1 = "67e11ee83a43eb71ddc950302c53bf33f0690dfe"
 uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
-version = "0.11.5"
+version = "0.12.1"
+weakdeps = ["StyledStrings"]
+
+    [deps.ColorTypes.extensions]
+    StyledStringsExt = "StyledStrings"
 
 [[deps.ColorVectorSpace]]
 deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "Requires", "Statistics", "TensorCore"]
-git-tree-sha1 = "a1f44953f2382ebb937d60dafbe2deea4bd23249"
+git-tree-sha1 = "8b3b6f87ce8f65a2b4f857528fd8d70086cd72b1"
 uuid = "c3611d14-8923-5661-9e6a-0046d554d3a4"
-version = "0.10.0"
+version = "0.11.0"
 weakdeps = ["SpecialFunctions"]
 
     [deps.ColorVectorSpace.extensions]
@@ -1908,15 +1960,15 @@ weakdeps = ["SpecialFunctions"]
 
 [[deps.Colors]]
 deps = ["ColorTypes", "FixedPointNumbers", "Reexport"]
-git-tree-sha1 = "64e15186f0aa277e174aa81798f7eb8598e0157e"
+git-tree-sha1 = "37ea44092930b1811e666c3bc38065d7d87fcc74"
 uuid = "5ae59095-9a9b-59fe-a467-6f913c188581"
-version = "0.13.0"
+version = "0.13.1"
 
 [[deps.CommonMark]]
-deps = ["Crayons", "PrecompileTools"]
-git-tree-sha1 = "3faae67b8899797592335832fccf4b3c80bb04fa"
+deps = ["PrecompileTools"]
+git-tree-sha1 = "351d6f4eaf273b753001b2de4dffb8279b100769"
 uuid = "a80b9123-70ca-4bc0-993e-6e3bcb318db6"
-version = "0.8.15"
+version = "0.9.1"
 
 [[deps.CommonSubexpressions]]
 deps = ["MacroTools"]
@@ -1926,9 +1978,9 @@ version = "0.3.1"
 
 [[deps.Compat]]
 deps = ["TOML", "UUIDs"]
-git-tree-sha1 = "8ae8d32e09f0dcf42a36b90d4e17f5dd2e4c4215"
+git-tree-sha1 = "9d8a54ce4b17aa5bdce0ea5c34bc5e7c340d16ad"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.16.0"
+version = "4.18.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -1937,13 +1989,13 @@ weakdeps = ["Dates", "LinearAlgebra"]
 [[deps.CompilerSupportLibraries_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
-version = "1.1.1+0"
+version = "1.3.0+1"
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "f36e5e8fdffcb5646ea5da81495a5a7566005127"
+git-tree-sha1 = "d9d26935a0bcffc87d2613ce14c527c99fc543fd"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.4.3"
+version = "2.5.0"
 
 [[deps.Configurations]]
 deps = ["ExproniconLite", "OrderedCollections", "TOML"]
@@ -1952,9 +2004,9 @@ uuid = "5218b696-f38b-4ac9-8b61-a12ec717816d"
 version = "0.17.6"
 
 [[deps.ConstructionBase]]
-git-tree-sha1 = "76219f1ed5771adbb096743bff43fb5fdd4c1157"
+git-tree-sha1 = "b4b092499347b18a015186eae3042f72267106cb"
 uuid = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
-version = "1.5.8"
+version = "1.6.0"
 
     [deps.ConstructionBase.extensions]
     ConstructionBaseIntervalSetsExt = "IntervalSets"
@@ -1971,21 +2023,16 @@ git-tree-sha1 = "439e35b0b36e2e5881738abc8857bd92ad6ff9a8"
 uuid = "d38c429a-6771-53c6-b99e-75d170b6e991"
 version = "0.6.3"
 
-[[deps.Crayons]]
-git-tree-sha1 = "249fe38abf76d48563e2f4556bebd215aa317e15"
-uuid = "a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f"
-version = "4.1.1"
-
 [[deps.DataAPI]]
 git-tree-sha1 = "abe83f3a2f1b857aac70ef8b269080af17764bbe"
 uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a"
 version = "1.16.0"
 
 [[deps.DataStructures]]
-deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
-git-tree-sha1 = "1d0a14036acb104d9e89698bd408f63ab58cdc82"
+deps = ["OrderedCollections"]
+git-tree-sha1 = "e357641bb3e0638d353c4b29ea0e40ea644066a6"
 uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
-version = "0.18.20"
+version = "0.19.3"
 
 [[deps.DataValueInterfaces]]
 git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6"
@@ -1999,9 +2046,9 @@ version = "1.11.0"
 
 [[deps.Dbus_jll]]
 deps = ["Artifacts", "Expat_jll", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "fc173b380865f70627d7dd1190dc2fce6cc105af"
+git-tree-sha1 = "473e9afc9cf30814eb67ffa5f2db7df82c3ad9fd"
 uuid = "ee1fde0b-3d02-5ea6-8484-8dfef6360eab"
-version = "1.14.10+0"
+version = "1.16.2+0"
 
 [[deps.DelimitedFiles]]
 deps = ["Mmap"]
@@ -2021,6 +2068,67 @@ git-tree-sha1 = "23163d55f885173722d1e4cf0f6110cdbaf7e272"
 uuid = "b552c78f-8df3-52c6-915a-8e097449b14b"
 version = "1.15.1"
 
+[[deps.DifferentiationInterface]]
+deps = ["ADTypes", "LinearAlgebra"]
+git-tree-sha1 = "6d5153dc500d644d4d672723aa27a614ee84ab3b"
+uuid = "a0c0ee7d-e4b9-4e03-894e-1c5f64a51d63"
+version = "0.7.11"
+
+    [deps.DifferentiationInterface.extensions]
+    DifferentiationInterfaceChainRulesCoreExt = "ChainRulesCore"
+    DifferentiationInterfaceDiffractorExt = "Diffractor"
+    DifferentiationInterfaceEnzymeExt = ["EnzymeCore", "Enzyme"]
+    DifferentiationInterfaceFastDifferentiationExt = "FastDifferentiation"
+    DifferentiationInterfaceFiniteDiffExt = "FiniteDiff"
+    DifferentiationInterfaceFiniteDifferencesExt = "FiniteDifferences"
+    DifferentiationInterfaceForwardDiffExt = ["ForwardDiff", "DiffResults"]
+    DifferentiationInterfaceGPUArraysCoreExt = "GPUArraysCore"
+    DifferentiationInterfaceGTPSAExt = "GTPSA"
+    DifferentiationInterfaceMooncakeExt = "Mooncake"
+    DifferentiationInterfacePolyesterForwardDiffExt = ["PolyesterForwardDiff", "ForwardDiff", "DiffResults"]
+    DifferentiationInterfaceReverseDiffExt = ["ReverseDiff", "DiffResults"]
+    DifferentiationInterfaceSparseArraysExt = "SparseArrays"
+    DifferentiationInterfaceSparseConnectivityTracerExt = "SparseConnectivityTracer"
+    DifferentiationInterfaceSparseMatrixColoringsExt = "SparseMatrixColorings"
+    DifferentiationInterfaceStaticArraysExt = "StaticArrays"
+    DifferentiationInterfaceSymbolicsExt = "Symbolics"
+    DifferentiationInterfaceTrackerExt = "Tracker"
+    DifferentiationInterfaceZygoteExt = ["Zygote", "ForwardDiff"]
+
+    [deps.DifferentiationInterface.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    DiffResults = "163ba53b-c6d8-5494-b064-1a9d43ac40c5"
+    Diffractor = "9f5e2b26-1114-432f-b630-d3fe2085c51c"
+    Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    FastDifferentiation = "eb9bf01b-bf85-4b60-bf87-ee5de06c00be"
+    FiniteDiff = "6a86dc24-6348-571c-b903-95158fe2bd41"
+    FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
+    ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
+    GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527"
+    GTPSA = "b27dd330-f138-47c5-815b-40db9dd9b6e8"
+    Mooncake = "da2b9cff-9c12-43a0-ae48-6db2b0edb7d6"
+    PolyesterForwardDiff = "98d1487c-24ca-40b6-b7ab-df2af84e126b"
+    ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
+    SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
+    SparseConnectivityTracer = "9f842d2f-2579-4b1d-911e-f412cf18a3f5"
+    SparseMatrixColorings = "0a514795-09f3-496d-8182-132a7b665d35"
+    StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
+    Symbolics = "0c5d862f-8b57-4792-8d23-62f2024744c7"
+    Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
+    Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
+
+[[deps.Distances]]
+deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
+git-tree-sha1 = "c7e3a542b999843086e2f29dac96a618c105be1d"
+uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
+version = "0.10.12"
+weakdeps = ["ChainRulesCore", "SparseArrays"]
+
+    [deps.Distances.extensions]
+    DistancesChainRulesCoreExt = "ChainRulesCore"
+    DistancesSparseArraysExt = "SparseArrays"
+
 [[deps.Distributed]]
 deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
@@ -2028,9 +2136,9 @@ version = "1.11.0"
 
 [[deps.Distributions]]
 deps = ["AliasTables", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "4b138e4643b577ccf355377c2bc70fa975af25de"
+git-tree-sha1 = "3bc002af51045ca3b47d2e1787d6ce02e68b943a"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.115"
+version = "0.25.122"
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
@@ -2043,20 +2151,19 @@ version = "0.25.115"
     Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.DocStringExtensions]]
-deps = ["LibGit2"]
-git-tree-sha1 = "2fb1e02f2b635d0845df5d7c167fec4dd739b00d"
+git-tree-sha1 = "7442a5dfe1ebb773c29cc2962a8980f47221d76c"
 uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
-version = "0.9.3"
+version = "0.9.5"
 
 [[deps.Downloads]]
 deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"]
 uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
-version = "1.6.0"
+version = "1.7.0"
 
 [[deps.EnumX]]
-git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
+git-tree-sha1 = "bddad79635af6aec424f53ed8aad5d7555dc6f00"
 uuid = "4e289a0a-7415-4d19-859d-a7e5c4648b56"
-version = "1.0.4"
+version = "1.0.5"
 
 [[deps.EpollShim_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -2077,9 +2184,9 @@ version = "0.1.11"
 
 [[deps.Expat_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "e51db81749b0777b2147fbe7b783ee79045b8e99"
+git-tree-sha1 = "27af30de8b5445644e8ffe3bcb0d72049c089cf1"
 uuid = "2e619515-83b5-522b-bb60-26c02a35a201"
-version = "2.6.4+3"
+version = "2.7.3+0"
 
 [[deps.ExprTools]]
 git-tree-sha1 = "27415f162e6028e81c72b82ef756bf321213b6ec"
@@ -2087,26 +2194,26 @@ uuid = "e2ba6199-217a-4e67-a87a-7c52f15ade04"
 version = "0.1.10"
 
 [[deps.ExpressionExplorer]]
-git-tree-sha1 = "7005f1493c18afb2fa3bdf06e02b16a9fde5d16d"
+git-tree-sha1 = "4a8c0a9eebf807ac42f0f6de758e60a20be25ffb"
 uuid = "21656369-7473-754a-2065-74616d696c43"
-version = "1.1.0"
+version = "1.1.3"
 
 [[deps.ExproniconLite]]
-git-tree-sha1 = "4c9ed87a6b3cd90acf24c556f2119533435ded38"
+git-tree-sha1 = "c13f0b150373771b0fdc1713c97860f8df12e6c2"
 uuid = "55351af7-c7e9-48d6-89ff-24e801d99491"
-version = "0.10.13"
+version = "0.10.14"
 
 [[deps.FFMPEG]]
 deps = ["FFMPEG_jll"]
-git-tree-sha1 = "53ebe7511fa11d33bec688a9178fac4e49eeee00"
+git-tree-sha1 = "95ecf07c2eea562b5adbd0696af6db62c0f52560"
 uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
-version = "0.4.2"
+version = "0.4.5"
 
 [[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"]
-git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
+git-tree-sha1 = "ccc81ba5e42497f4e76553a5545665eed577a663"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.4+1"
+version = "8.0.0+0"
 
 [[deps.FastRounding]]
 deps = ["ErrorfreeArithmetic", "LinearAlgebra"]
@@ -2120,9 +2227,9 @@ version = "1.11.0"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "6a70198746448456524cb442b8af316927ff3e1a"
+git-tree-sha1 = "5bfcd42851cf2f1b303f51525a54dc5e98d408a3"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.13.0"
+version = "1.15.0"
 weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
@@ -2132,9 +2239,9 @@ weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
 [[deps.FiniteDiff]]
 deps = ["ArrayInterface", "LinearAlgebra", "Setfield"]
-git-tree-sha1 = "84e3a47db33be7248daa6274b287507dd6ff84e8"
+git-tree-sha1 = "9340ca07ca27093ff68418b7558ca37b05f8aeb1"
 uuid = "6a86dc24-6348-571c-b903-95158fe2bd41"
-version = "2.26.2"
+version = "2.29.0"
 
     [deps.FiniteDiff.extensions]
     FiniteDiffBandedMatricesExt = "BandedMatrices"
@@ -2156,9 +2263,9 @@ version = "0.8.5"
 
 [[deps.Fontconfig_jll]]
 deps = ["Artifacts", "Bzip2_jll", "Expat_jll", "FreeType2_jll", "JLLWrappers", "Libdl", "Libuuid_jll", "Zlib_jll"]
-git-tree-sha1 = "21fac3c77d7b5a9fc03b0ec503aa1a6392c34d2b"
+git-tree-sha1 = "f85dac9a96a01087df6e3a749840015a0ca3817d"
 uuid = "a3f928ae-7b40-5064-980b-68af3947d34b"
-version = "2.15.0+0"
+version = "2.17.1+0"
 
 [[deps.Format]]
 git-tree-sha1 = "9c68794ef81b08086aeb32eeaf33531668d5f5fc"
@@ -2167,9 +2274,9 @@ version = "1.3.7"
 
 [[deps.ForwardDiff]]
 deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "LinearAlgebra", "LogExpFunctions", "NaNMath", "Preferences", "Printf", "Random", "SpecialFunctions"]
-git-tree-sha1 = "a2df1b776752e3f344e5116c06d75a10436ab853"
+git-tree-sha1 = "afb7c51ac63e40708a3071f80f5e84a752299d4f"
 uuid = "f6369f11-7733-5829-9624-2563aa707210"
-version = "0.10.38"
+version = "0.10.39"
 weakdeps = ["StaticArrays"]
 
     [deps.ForwardDiff.extensions]
@@ -2177,15 +2284,15 @@ weakdeps = ["StaticArrays"]
 
 [[deps.FreeType2_jll]]
 deps = ["Artifacts", "Bzip2_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
-git-tree-sha1 = "786e968a8d2fb167f2e4880baba62e0e26bd8e4e"
+git-tree-sha1 = "2c5512e11c791d1baed2049c5652441b28fc6a31"
 uuid = "d7e528f0-a631-5988-bf34-fe36492bcfd7"
-version = "2.13.3+1"
+version = "2.13.4+0"
 
 [[deps.FriBidi_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "846f7026a9decf3679419122b49f8a1fdb48d2d5"
+git-tree-sha1 = "7a214fdac5ed5f59a22c2d9a885a16da1c74bbc7"
 uuid = "559328eb-81f9-559d-9380-de523a88c83c"
-version = "1.0.16+0"
+version = "1.0.17+0"
 
 [[deps.FunctionWrappers]]
 git-tree-sha1 = "d62485945ce5ae9c0c48f124a84998d755bae00e"
@@ -2197,12 +2304,6 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 version = "1.11.0"
 
-[[deps.FuzzyCompletions]]
-deps = ["REPL"]
-git-tree-sha1 = "be713866335f48cfb1285bff2d0cbb8304c1701c"
-uuid = "fb4132e2-a121-4a70-b8a1-d5b831dcdcc2"
-version = "0.5.5"
-
 [[deps.GLFW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll", "libdecor_jll", "xkbcommon_jll"]
 git-tree-sha1 = "fcb0584ff34e25155876418979d4c8971243bb89"
@@ -2224,13 +2325,19 @@ version = "5.0.1+1"
 [[deps.GMP_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "781609d7-10c4-51f6-84f2-b8444358ff6d"
-version = "6.3.0+0"
+version = "6.3.0+2"
 
 [[deps.GPUArrays]]
-deps = ["Adapt", "GPUArraysCore", "KernelAbstractions", "LLVM", "LinearAlgebra", "Printf", "Random", "Reexport", "Serialization", "Statistics"]
-git-tree-sha1 = "4ec797b1b2ee964de0db96f10cce05b81f23e108"
+deps = ["Adapt", "GPUArraysCore", "KernelAbstractions", "LLVM", "LinearAlgebra", "Printf", "Random", "Reexport", "ScopedValues", "Serialization", "Statistics"]
+git-tree-sha1 = "8ddb438e956891a63a5367d7fab61550fc720026"
 uuid = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7"
-version = "11.1.0"
+version = "11.2.6"
+
+    [deps.GPUArrays.extensions]
+    JLD2Ext = "JLD2"
+
+    [deps.GPUArrays.weakdeps]
+    JLD2 = "033835bb-8acc-5ee8-8aae-3f567f8a3819"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -2240,39 +2347,51 @@ version = "0.2.0"
 
 [[deps.GR]]
 deps = ["Artifacts", "Base64", "DelimitedFiles", "Downloads", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Preferences", "Printf", "Qt6Wayland_jll", "Random", "Serialization", "Sockets", "TOML", "Tar", "Test", "p7zip_jll"]
-git-tree-sha1 = "424c8f76017e39fdfcdbb5935a8e6742244959e8"
+git-tree-sha1 = "f52c27dd921390146624f3aab95f4e8614ad6531"
 uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
-version = "0.73.10"
+version = "0.73.18"
 
 [[deps.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 = "b90934c8cb33920a8dc66736471dc3961b42ec9f"
+git-tree-sha1 = "4b0406b866ea9fdbaf1148bc9c0b887e59f9af68"
 uuid = "d2c73de3-f751-5644-a686-071e5b155ba9"
-version = "0.73.10+0"
+version = "0.73.18+0"
+
+[[deps.GettextRuntime_jll]]
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Libiconv_jll"]
+git-tree-sha1 = "45288942190db7c5f760f59c04495064eedf9340"
+uuid = "b0724c58-0f36-5564-988d-3bb0596ebc4a"
+version = "0.22.4+0"
 
-[[deps.Gettext_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.Ghostscript_jll]]
+deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "38044a04637976140074d0b0621c1edf0eb531fd"
+uuid = "61579ee1-b43e-5ca0-a5da-69d92c66a64b"
+version = "9.55.1+0"
 
 [[deps.Glib_jll]]
-deps = ["Artifacts", "Gettext_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Zlib_jll"]
-git-tree-sha1 = "b0036b392358c80d2d2124746c2bf3d48d457938"
+deps = ["Artifacts", "GettextRuntime_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Zlib_jll"]
+git-tree-sha1 = "50c11ffab2a3d50192a228c313f05b5b5dc5acb2"
 uuid = "7746bdde-850d-59dc-9ae8-88ece973131d"
-version = "2.82.4+0"
+version = "2.86.0+0"
+
+[[deps.GracefulPkg]]
+deps = ["Compat", "Pkg", "TOML"]
+git-tree-sha1 = "9721d7ae22a51439656a73de721d973dbb9d3bad"
+uuid = "828d9ff0-206c-6161-646e-6576656f7244"
+version = "2.4.2"
 
 [[deps.Graphite2_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "01979f9b37367603e2848ea225918a3b3861b606"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "8a6dbda1fd736d60cc477d99f2e7a042acfa46e8"
 uuid = "3b182d85-2403-5c21-9c21-1e1f0cc25472"
-version = "1.3.14+1"
+version = "1.3.15+0"
 
 [[deps.GridInterpolations]]
 deps = ["LinearAlgebra", "Printf", "StaticArrays"]
-git-tree-sha1 = "e64e58d732c7c1f32575e2b057c0fb0f7f52e244"
+git-tree-sha1 = "6916860ab8162db1fd34c8e8027243dc3b3f12ea"
 uuid = "bb4c363b-b914-514b-8517-4eb369bc008a"
-version = "1.2.1"
+version = "1.3.0"
 
 [[deps.Grisu]]
 git-tree-sha1 = "53bb909d1151e57e2484c3d1b53e19552b887fb2"
@@ -2281,21 +2400,26 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "PrecompileTools", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "c67b33b085f6e2faf8bf79a61962e7339a81129c"
+git-tree-sha1 = "5e6fe50ae7f23d171f44e311c2960294aaa0beb5"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.15"
+version = "1.10.19"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll"]
-git-tree-sha1 = "55c53be97790242c29031e5cd45e8ac296dadda3"
+git-tree-sha1 = "f923f9a774fcf3f5cb761bfa43aeadd689714813"
 uuid = "2e76f6c2-a576-52d4-95c1-20adfe4de566"
-version = "8.5.0+0"
+version = "8.5.1+0"
+
+[[deps.HashArrayMappedTries]]
+git-tree-sha1 = "2eaa69a7cab70a52b9687c8bf950a5a93ec895ae"
+uuid = "076d061b-32b6-4027-95e0-9a2c6f6d7e74"
+version = "0.2.0"
 
 [[deps.HypergeometricFunctions]]
 deps = ["LinearAlgebra", "OpenLibm_jll", "SpecialFunctions"]
-git-tree-sha1 = "b1c2585431c382e3fe5805874bda6aea90a95de9"
+git-tree-sha1 = "68c173f4f449de5b438ee67ed0c9c748dc31a2ec"
 uuid = "34004b35-14d8-5ef3-9330-4cdb6864b03a"
-version = "0.3.25"
+version = "0.3.28"
 
 [[deps.Hyperscript]]
 deps = ["Test"]
@@ -2311,21 +2435,33 @@ version = "0.9.5"
 
 [[deps.IOCapture]]
 deps = ["Logging", "Random"]
-git-tree-sha1 = "b6d6bfdd7ce25b0f9b2f6b3dd56b2673a66c8770"
+git-tree-sha1 = "0ee181ec08df7d7c911901ea38baf16f755114dc"
 uuid = "b5f81e59-6552-4d32-b1f0-c071b021bf89"
-version = "0.2.5"
+version = "1.0.0"
 
 [[deps.IRTools]]
 deps = ["InteractiveUtils", "MacroTools"]
-git-tree-sha1 = "950c3717af761bc3ff906c2e8e52bd83390b6ec2"
+git-tree-sha1 = "57e9ce6cf68d0abf5cb6b3b4abf9bedf05c939c0"
 uuid = "7869d1d1-7146-5819-86e3-90919afe41df"
-version = "0.4.14"
+version = "0.4.15"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
 uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 version = "1.11.0"
 
+[[deps.Interpolations]]
+deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "Requires", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"]
+git-tree-sha1 = "88a101217d7cb38a7b481ccd50d21876e1d1b0e0"
+uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
+version = "0.15.1"
+
+    [deps.Interpolations.extensions]
+    InterpolationsUnitfulExt = "Unitful"
+
+    [deps.Interpolations.weakdeps]
+    Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"
+
 [[deps.IntervalArithmetic]]
 deps = ["CRlibm", "EnumX", "FastRounding", "LinearAlgebra", "Markdown", "Random", "RecipesBase", "RoundingEmulator", "SetRounding", "StaticArrays"]
 git-tree-sha1 = "f59e639916283c1d2e106d2b00910b50f4dab76c"
@@ -2333,9 +2469,9 @@ uuid = "d1acc4aa-44c8-5952-acd4-ba5d80a2a253"
 version = "0.21.2"
 
 [[deps.IrrationalConstants]]
-git-tree-sha1 = "630b497eafcc20001bba38a4651b327dcfc491d2"
+git-tree-sha1 = "b2d91fe939cae05960e760110b328288867b5758"
 uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
-version = "0.2.2"
+version = "0.2.6"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -2343,16 +2479,16 @@ uuid = "82899510-4779-5014-852e-03e436cf321d"
 version = "1.0.0"
 
 [[deps.JLFzf]]
-deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "71b48d857e86bf7a1838c4736545699974ce79a2"
+deps = ["REPL", "Random", "fzf_jll"]
+git-tree-sha1 = "82f7acdc599b65e0f8ccd270ffa1467c21cb647b"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.9"
+version = "0.1.11"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
-git-tree-sha1 = "a007feb38b422fbdab534406aeca1b86823cb4d6"
+git-tree-sha1 = "0533e564aae234aff59ab625543145446d8b6ec2"
 uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210"
-version = "1.7.0"
+version = "1.7.1"
 
 [[deps.JSON]]
 deps = ["Dates", "Mmap", "Parsers", "Unicode"]
@@ -2360,17 +2496,29 @@ git-tree-sha1 = "31e996f0a15c7b280ba9f76636b3ff9e2ae58c9a"
 uuid = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
 version = "0.21.4"
 
+[[deps.JSON3]]
+deps = ["Dates", "Mmap", "Parsers", "PrecompileTools", "StructTypes", "UUIDs"]
+git-tree-sha1 = "411eccfe8aba0814ffa0fdf4860913ed09c34975"
+uuid = "0f8b85d8-7281-11e9-16c2-39a750bddbf1"
+version = "1.14.3"
+
+    [deps.JSON3.extensions]
+    JSON3ArrowExt = ["ArrowTypes"]
+
+    [deps.JSON3.weakdeps]
+    ArrowTypes = "31f734f8-188a-4ce0-8406-c8a06bd891cd"
+
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "eac1206917768cb54957c65a615460d87b455fc1"
+git-tree-sha1 = "4255f0032eafd6451d707a51d5f0248b8a165e4d"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "3.1.1+0"
+version = "3.1.3+0"
 
 [[deps.JuMP]]
 deps = ["LinearAlgebra", "MacroTools", "MathOptInterface", "MutableArithmetics", "OrderedCollections", "PrecompileTools", "Printf", "SparseArrays"]
-git-tree-sha1 = "866dd0bf0474f0d5527c2765c71889762ba90a27"
+git-tree-sha1 = "d6ece925e8798b6f078731ab04ce82c5433b0d64"
 uuid = "4076af6c-e467-56ae-b986-b466b2749572"
-version = "1.23.5"
+version = "1.29.2"
 
     [deps.JuMP.extensions]
     JuMPDimensionalDataExt = "DimensionalData"
@@ -2378,11 +2526,16 @@ version = "1.23.5"
     [deps.JuMP.weakdeps]
     DimensionalData = "0703355e-b756-11e9-17c0-8b28908087d0"
 
+[[deps.JuliaSyntaxHighlighting]]
+deps = ["StyledStrings"]
+uuid = "ac6e5ff7-fb65-4e79-a425-ec3bc9c03011"
+version = "1.12.0"
+
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "MacroTools", "PrecompileTools", "Requires", "StaticArrays", "UUIDs"]
-git-tree-sha1 = "b9a838cd3028785ac23822cded5126b3da394d1a"
+git-tree-sha1 = "b5a371fcd1d989d844a4354127365611ae1e305f"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.31"
+version = "0.9.39"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -2396,9 +2549,9 @@ version = "0.9.31"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "170b660facf5df5de098d866564877e119141cbd"
+git-tree-sha1 = "059aabebaa7c82ccb853dd4a0ee9d17796f7e1bc"
 uuid = "c1c5ebd0-6772-5130-a774-d5fcae4a789d"
-version = "3.100.2+0"
+version = "3.100.3+0"
 
 [[deps.LERC_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -2408,9 +2561,9 @@ version = "4.0.1+0"
 
 [[deps.LLVM]]
 deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Unicode"]
-git-tree-sha1 = "d422dfd9707bec6617335dc2ea3c5172a87d5908"
+git-tree-sha1 = "ce8614210409eaa54ed5968f4b50aa96da7ae543"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "9.1.3"
+version = "9.4.4"
 
     [deps.LLVM.extensions]
     BFloat16sExt = "BFloat16s"
@@ -2420,21 +2573,30 @@ version = "9.1.3"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "05a8bd5a42309a9ec82f700876903abce1017dd3"
+git-tree-sha1 = "8e76807afb59ebb833e9b131ebf1a8c006510f33"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.34+0"
+version = "0.0.38+0"
 
 [[deps.LLVMOpenMP_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "78211fb6cbc872f77cad3fc0b6cf647d923f4929"
+git-tree-sha1 = "eb62a3deb62fc6d8822c0c4bef73e4412419c5d8"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "18.1.7+0"
+version = "18.1.8+0"
+
+[[deps.LRUCache]]
+git-tree-sha1 = "5519b95a490ff5fe629c4a7aa3b3dfc9160498b3"
+uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
+version = "1.6.2"
+weakdeps = ["Serialization"]
+
+    [deps.LRUCache.extensions]
+    SerializationExt = ["Serialization"]
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "854a9c268c43b77b0a27f22d7fab8d33cdb3a731"
+git-tree-sha1 = "1c602b1127f4751facb671441ca72715cc95938a"
 uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
-version = "2.10.2+3"
+version = "2.10.3+0"
 
 [[deps.LaTeXStrings]]
 git-tree-sha1 = "dda21b8cbd6a6c40d9d02a73230f9d70fed6918c"
@@ -2442,20 +2604,22 @@ uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
 version = "1.4.0"
 
 [[deps.Latexify]]
-deps = ["Format", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Requires"]
-git-tree-sha1 = "ce5f5621cac23a86011836badfedf664a612cee4"
+deps = ["Format", "Ghostscript_jll", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Requires"]
+git-tree-sha1 = "44f93c47f9cd6c7e431f2f2091fcba8f01cd7e8f"
 uuid = "23fbe1c1-3f47-55db-b15f-69d7ec21a316"
-version = "0.16.5"
+version = "0.16.10"
 
     [deps.Latexify.extensions]
     DataFramesExt = "DataFrames"
     SparseArraysExt = "SparseArrays"
     SymEngineExt = "SymEngine"
+    TectonicExt = "tectonic_jll"
 
     [deps.Latexify.weakdeps]
     DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
     SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
     SymEngine = "123dc426-2d89-5057-bbad-38513e3affd8"
+    tectonic_jll = "d7dd28d6-a5e6-559c-9131-7eb760cdacc5"
 
 [[deps.LazilyInitializedFields]]
 git-tree-sha1 = "0f2da712350b020bc3957f269c9caad516383ee0"
@@ -2469,9 +2633,9 @@ version = "1.11.0"
 
 [[deps.LazySets]]
 deps = ["Distributed", "GLPK", "IntervalArithmetic", "JuMP", "LinearAlgebra", "Random", "ReachabilityBase", "RecipesBase", "Reexport", "Requires", "SharedArrays", "SparseArrays", "StaticArraysCore"]
-git-tree-sha1 = "ae9b6a027c694b9e0bab91fc25d0b2808f1bf755"
+git-tree-sha1 = "acac6ec3e8945b48d1923bbe18f0ccb254afa91d"
 uuid = "b4f0291d-fe17-52bc-9479-3d1a343d9043"
-version = "3.0.0"
+version = "3.1.0"
 
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
@@ -2479,87 +2643,75 @@ 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", "OpenSSL_jll", "Zlib_jll", "nghttp2_jll"]
 uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0"
-version = "8.6.0+0"
+version = "8.15.0+0"
 
 [[deps.LibGit2]]
-deps = ["Base64", "LibGit2_jll", "NetworkOptions", "Printf", "SHA"]
+deps = ["LibGit2_jll", "NetworkOptions", "Printf", "SHA"]
 uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 version = "1.11.0"
 
 [[deps.LibGit2_jll]]
-deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll"]
+deps = ["Artifacts", "LibSSH2_jll", "Libdl", "OpenSSL_jll"]
 uuid = "e37daf67-58a4-590a-8e99-b0245dd2ffc5"
-version = "1.7.2+0"
+version = "1.9.0+0"
 
 [[deps.LibSSH2_jll]]
-deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
+deps = ["Artifacts", "Libdl", "OpenSSL_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.11.0+1"
+version = "1.11.3+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
 version = "1.11.0"
 
 [[deps.Libffi_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "27ecae93dd25ee0909666e6835051dd684cc035e"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "c8da7e6a91781c41a863611c7e966098d783c57a"
 uuid = "e9f186c6-92d2-5b65-8a66-fee21dc1b490"
-version = "3.2.2+2"
-
-[[deps.Libgcrypt_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgpg_error_jll"]
-git-tree-sha1 = "8be878062e0ffa2c3f67bb58a595375eda5de80b"
-uuid = "d4300ac3-e22c-5743-9152-c294e39db1e4"
-version = "1.11.0+0"
+version = "3.4.7+0"
 
 [[deps.Libglvnd_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll", "Xorg_libXext_jll"]
-git-tree-sha1 = "ff3b4b9d35de638936a525ecd36e86a8bb919d11"
+git-tree-sha1 = "d36c21b9e7c172a44a10484125024495e2625ac0"
 uuid = "7e76a0d4-f3c7-5321-8279-8d96eeed0f29"
-version = "1.7.0+0"
-
-[[deps.Libgpg_error_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "df37206100d39f79b3376afb6b9cee4970041c61"
-uuid = "7add5ba3-2f88-524e-9cd5-f83b8a55f7b8"
-version = "1.51.1+0"
+version = "1.7.1+1"
 
 [[deps.Libiconv_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "61dfdba58e585066d8bce214c5a51eaa0539f269"
+git-tree-sha1 = "be484f5c92fad0bd8acfef35fe017900b0b73809"
 uuid = "94ce4f54-9a6c-5748-9c1c-f9c7231a4531"
-version = "1.17.0+1"
+version = "1.18.0+0"
 
 [[deps.Libmount_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "84eef7acd508ee5b3e956a2ae51b05024181dee0"
+git-tree-sha1 = "3acf07f130a76f87c041cfb2ff7d7284ca67b072"
 uuid = "4b2f31a3-9ecc-558c-b454-b3730dcb73e9"
-version = "2.40.2+2"
+version = "2.41.2+0"
 
 [[deps.Libtiff_jll]]
 deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "LERC_jll", "Libdl", "XZ_jll", "Zlib_jll", "Zstd_jll"]
-git-tree-sha1 = "4ab7581296671007fc33f07a721631b8855f4b1d"
+git-tree-sha1 = "f04133fe05eff1667d2054c53d59f9122383fe05"
 uuid = "89763e89-9b03-5906-acba-b20f662cd828"
-version = "4.7.1+0"
+version = "4.7.2+0"
 
 [[deps.Libuuid_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "edbf5309f9ddf1cab25afc344b1e8150b7c832f9"
+git-tree-sha1 = "2a7a12fc0a4e7fb773450d17975322aa77142106"
 uuid = "38a345b3-de98-5d2b-a5d3-14cd9215e700"
-version = "2.40.2+2"
+version = "2.41.2+0"
 
 [[deps.LineSearches]]
 deps = ["LinearAlgebra", "NLSolversBase", "NaNMath", "Parameters", "Printf"]
-git-tree-sha1 = "e4c3be53733db1051cc15ecf573b1042b3a712a1"
+git-tree-sha1 = "4adee99b7262ad2a1a4bbbc59d993d24e55ea96f"
 uuid = "d3d80556-e9d4-5f37-9878-2ab0fcc64255"
-version = "7.3.0"
+version = "7.4.0"
 
 [[deps.LinearAlgebra]]
 deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"]
 uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
-version = "1.11.0"
+version = "1.12.0"
 
 [[deps.LogExpFunctions]]
 deps = ["DocStringExtensions", "IrrationalConstants", "LinearAlgebra"]
@@ -2583,43 +2735,42 @@ version = "1.11.0"
 
 [[deps.LoggingExtras]]
 deps = ["Dates", "Logging"]
-git-tree-sha1 = "f02b56007b064fbfddb4c9cd60161b6dd0f40df3"
+git-tree-sha1 = "f00544d95982ea270145636c181ceda21c4e2575"
 uuid = "e6f89c97-d47a-5376-807f-9c37f3926c36"
-version = "1.1.0"
+version = "1.2.0"
 
 [[deps.MIMEs]]
-git-tree-sha1 = "65f28ad4b594aebe22157d6fac869786a255b7eb"
+git-tree-sha1 = "c64d943587f7187e751162b3b84445bbbd79f691"
 uuid = "6c6e2e6c-3030-632d-7369-2d6c69616d65"
-version = "0.1.4"
+version = "1.1.0"
 
 [[deps.MacroTools]]
-deps = ["Markdown", "Random"]
-git-tree-sha1 = "2fa9ee3e63fd3a4f7a9a4f4744a52f4856de82df"
+git-tree-sha1 = "1e0228a030642014fe5cfe68c2c0a818f9e3f522"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.13"
+version = "0.5.16"
 
 [[deps.Malt]]
 deps = ["Distributed", "Logging", "RelocatableFolders", "Serialization", "Sockets"]
-git-tree-sha1 = "02a728ada9d6caae583a0f87c1dd3844f99ec3fd"
+git-tree-sha1 = "21ab3240653e26c8d54c1389779e260a48174be3"
 uuid = "36869731-bdee-424d-aa32-cab38c994e3b"
-version = "1.1.2"
+version = "1.3.0"
 
 [[deps.Markdown]]
-deps = ["Base64"]
+deps = ["Base64", "JuliaSyntaxHighlighting", "StyledStrings"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 version = "1.11.0"
 
 [[deps.MarkdownLiteral]]
 deps = ["CommonMark", "HypertextLiteral"]
-git-tree-sha1 = "0d3fa2dd374934b62ee16a4721fe68c418b92899"
+git-tree-sha1 = "f7d73634acd573bf3489df1ee0d270a5d6d3a7a3"
 uuid = "736d6165-7244-6769-4267-6b50796e6954"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.MathOptInterface]]
-deps = ["BenchmarkTools", "CodecBzip2", "CodecZlib", "DataStructures", "ForwardDiff", "JSON", "LinearAlgebra", "MutableArithmetics", "NaNMath", "OrderedCollections", "PrecompileTools", "Printf", "SparseArrays", "SpecialFunctions", "Test", "Unicode"]
-git-tree-sha1 = "e065ca5234f53fd6f920efaee4940627ad991fb4"
+deps = ["BenchmarkTools", "CodecBzip2", "CodecZlib", "DataStructures", "ForwardDiff", "JSON3", "LinearAlgebra", "MutableArithmetics", "NaNMath", "OrderedCollections", "PrecompileTools", "Printf", "SparseArrays", "SpecialFunctions", "Test"]
+git-tree-sha1 = "a2cbab4256690aee457d136752c404e001f27768"
 uuid = "b8f27783-ece8-5eb3-8dc8-9495eed66fee"
-version = "1.34.0"
+version = "1.46.0"
 
 [[deps.MbedTLS]]
 deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
@@ -2628,14 +2779,15 @@ uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
 version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
-deps = ["Artifacts", "Libdl"]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "3cce3511ca2c6f87b19c34ffc623417ed2798cbd"
 uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
-version = "2.28.6+0"
+version = "2.28.10+0"
 
 [[deps.Measures]]
-git-tree-sha1 = "c13304c81eec1ed3af7fc20e75fb6b26092a1102"
+git-tree-sha1 = "b513cedd20d9c914783d8ad83d08120702bf2c77"
 uuid = "442fdcdd-2543-5da2-b0f3-8c86c306513e"
-version = "0.3.2"
+version = "0.3.3"
 
 [[deps.Missings]]
 deps = ["DataAPI"]
@@ -2649,7 +2801,7 @@ version = "1.11.0"
 
 [[deps.MozillaCACerts_jll]]
 uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
-version = "2023.12.12"
+version = "2025.5.20"
 
 [[deps.MsgPack]]
 deps = ["Serialization"]
@@ -2659,53 +2811,61 @@ version = "1.2.1"
 
 [[deps.MutableArithmetics]]
 deps = ["LinearAlgebra", "SparseArrays", "Test"]
-git-tree-sha1 = "a2710df6b0931f987530f59427441b21245d8f5e"
+git-tree-sha1 = "22df8573f8e7c593ac205455ca088989d0a2c7a0"
 uuid = "d8a4904e-b15c-11e9-3269-09a3773c0cb0"
-version = "1.6.0"
+version = "1.6.7"
 
 [[deps.NLSolversBase]]
-deps = ["DiffResults", "Distributed", "FiniteDiff", "ForwardDiff"]
-git-tree-sha1 = "a0b464d183da839699f4c79e7606d9d186ec172c"
+deps = ["ADTypes", "DifferentiationInterface", "Distributed", "FiniteDiff", "ForwardDiff"]
+git-tree-sha1 = "25a6638571a902ecfb1ae2a18fc1575f86b1d4df"
 uuid = "d41bc354-129a-5804-8e4c-c37616107c6c"
-version = "7.8.3"
+version = "7.10.0"
 
 [[deps.NaNMath]]
 deps = ["OpenLibm_jll"]
-git-tree-sha1 = "0877504529a3e5c3343c6f8b4c0381e57e4387e4"
+git-tree-sha1 = "9b8215b1ee9e78a293f99797cd31375471b2bcae"
 uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
-version = "1.0.2"
+version = "1.1.3"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
-version = "1.2.0"
+version = "1.3.0"
+
+[[deps.OffsetArrays]]
+git-tree-sha1 = "117432e406b5c023f665fa73dc26e79ec3630151"
+uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
+version = "1.17.0"
+weakdeps = ["Adapt"]
+
+    [deps.OffsetArrays.extensions]
+    OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "887579a3eb005446d514ab7aeac5d1d027658b8f"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "b6aa4566bb7ae78498a5e68943863fa8b5231b59"
 uuid = "e7412a2a-1a6e-54c0-be00-318e2571c051"
-version = "1.3.5+1"
+version = "1.3.6+0"
 
 [[deps.OpenBLAS_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
 uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
-version = "0.3.27+1"
+version = "0.3.29+0"
 
 [[deps.OpenLibm_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "05823500-19ac-5b8b-9628-191a04bc5112"
-version = "0.8.1+2"
+version = "0.8.7+0"
 
 [[deps.OpenSSL]]
-deps = ["BitFlags", "Dates", "MozillaCACerts_jll", "OpenSSL_jll", "Sockets"]
-git-tree-sha1 = "38cb508d080d21dc1128f7fb04f20387ed4c0af4"
+deps = ["BitFlags", "Dates", "MozillaCACerts_jll", "NetworkOptions", "OpenSSL_jll", "Sockets"]
+git-tree-sha1 = "386b47442468acfb1add94bf2d85365dea10cbab"
 uuid = "4d8831e6-92b7-49fb-bdf8-b643e874388c"
-version = "1.4.3"
+version = "1.6.0"
 
 [[deps.OpenSSL_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "7493f61f55a6cce7325f197443aa80d32554ba10"
+deps = ["Artifacts", "Libdl"]
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "3.0.15+3"
+version = "3.5.4+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl"]
@@ -2714,10 +2874,10 @@ uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e"
 version = "0.5.6+0"
 
 [[deps.Optim]]
-deps = ["Compat", "FillArrays", "ForwardDiff", "LineSearches", "LinearAlgebra", "NLSolversBase", "NaNMath", "Parameters", "PositiveFactorizations", "Printf", "SparseArrays", "StatsBase"]
-git-tree-sha1 = "ab7edad78cdef22099f43c54ef77ac63c2c9cc64"
+deps = ["Compat", "EnumX", "FillArrays", "ForwardDiff", "LineSearches", "LinearAlgebra", "NLSolversBase", "NaNMath", "PositiveFactorizations", "Printf", "SparseArrays", "StatsBase"]
+git-tree-sha1 = "61942645c38dd2b5b78e2082c9b51ab315315d10"
 uuid = "429524aa-4258-5aef-a3af-852621145aeb"
-version = "1.10.0"
+version = "1.13.2"
 weakdeps = ["MathOptInterface"]
 
     [deps.Optim.extensions]
@@ -2725,31 +2885,35 @@ weakdeps = ["MathOptInterface"]
 
 [[deps.Opus_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6703a85cb3781bd5909d48730a67205f3f31a575"
+git-tree-sha1 = "c392fc5dd032381919e3b22dd32d6443760ce7ea"
 uuid = "91d4177d-7536-5919-b921-800302f37372"
-version = "1.3.3+0"
+version = "1.5.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "12f1439c4f986bb868acda6ea33ebc78e19b95ad"
+git-tree-sha1 = "05868e21324cede2207c6f0f466b4bfef6d5e7ee"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.7.0"
+version = "1.8.1"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "efcefdf7-47ab-520b-bdef-62a2eaa19f15"
-version = "10.42.0+1"
+version = "10.44.0+1"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65"
+git-tree-sha1 = "d922b4d80d1e12c658da7785e754f4796cc1d60d"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.31"
+version = "0.11.36"
+weakdeps = ["StatsBase"]
+
+    [deps.PDMats.extensions]
+    StatsBaseExt = "StatsBase"
 
 [[deps.Pango_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "FriBidi_jll", "Glib_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "ed6834e95bd326c52d5675b4181386dfbe885afb"
+git-tree-sha1 = "0662b083e11420952f2e62e17eddae7fc07d5997"
 uuid = "36c8627f-9965-5494-a995-c6b170f724f3"
-version = "1.55.5+0"
+version = "1.57.0+0"
 
 [[deps.Parameters]]
 deps = ["OrderedCollections", "UnPack"]
@@ -2759,25 +2923,20 @@ version = "0.12.3"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
+git-tree-sha1 = "7d2f8f21da5db6a806faf7b9b292296da42b2810"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.8.1"
-
-[[deps.Pipe]]
-git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
-uuid = "b98c9c47-44ae-5843-9183-064241ee97a0"
-version = "1.3.0"
+version = "2.8.3"
 
 [[deps.Pixman_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LLVMOpenMP_jll", "Libdl"]
-git-tree-sha1 = "35621f10a7531bc8fa58f74610b1bfb70a3cfc6b"
+git-tree-sha1 = "db76b1ecd5e9715f3d043cec13b2ec93ce015d53"
 uuid = "30392449-352a-5448-841d-b1acce4e97dc"
-version = "0.43.4+0"
+version = "0.44.2+0"
 
 [[deps.Pkg]]
 deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "Random", "SHA", "TOML", "Tar", "UUIDs", "p7zip_jll"]
 uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
-version = "1.11.0"
+version = "1.12.0"
 weakdeps = ["REPL"]
 
     [deps.Pkg.extensions]
@@ -2791,15 +2950,15 @@ version = "3.3.0"
 
 [[deps.PlotUtils]]
 deps = ["ColorSchemes", "Colors", "Dates", "PrecompileTools", "Printf", "Random", "Reexport", "StableRNGs", "Statistics"]
-git-tree-sha1 = "3ca9a356cd2e113c420f2c13bea19f8d3fb1cb18"
+git-tree-sha1 = "26ca162858917496748aad52bb5d3be4d26a228a"
 uuid = "995b91a9-d308-5afd-9ec6-746e21dbc043"
-version = "1.4.3"
+version = "1.4.4"
 
 [[deps.Plots]]
-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", "TOML", "UUIDs", "UnicodeFun", "UnitfulLatexify", "Unzip"]
-git-tree-sha1 = "dae01f8c2e069a683d3a6e17bbae5070ab94786f"
+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", "TOML", "UUIDs", "UnicodeFun", "Unzip"]
+git-tree-sha1 = "12ce661880f8e309569074a61d3767e5756a199f"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
-version = "1.40.9"
+version = "1.41.1"
 
     [deps.Plots.extensions]
     FileIOExt = "FileIO"
@@ -2816,22 +2975,22 @@ version = "1.40.9"
     Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"
 
 [[deps.Pluto]]
-deps = ["Base64", "Configurations", "Dates", "Downloads", "ExpressionExplorer", "FileWatching", "FuzzyCompletions", "HTTP", "HypertextLiteral", "InteractiveUtils", "Logging", "LoggingExtras", "MIMEs", "Malt", "Markdown", "MsgPack", "Pkg", "PlutoDependencyExplorer", "PrecompileSignatures", "PrecompileTools", "REPL", "RegistryInstances", "RelocatableFolders", "Scratch", "Sockets", "TOML", "Tables", "URIs", "UUIDs"]
-git-tree-sha1 = "b5509a2e4d4c189da505b780e3f447d1e38a0350"
+deps = ["Base64", "Configurations", "Dates", "Downloads", "ExpressionExplorer", "FileWatching", "GracefulPkg", "HTTP", "HypertextLiteral", "InteractiveUtils", "LRUCache", "Logging", "LoggingExtras", "MIMEs", "Malt", "Markdown", "MsgPack", "Pkg", "PlutoDependencyExplorer", "PrecompileSignatures", "PrecompileTools", "REPL", "Random", "RegistryInstances", "RelocatableFolders", "SHA", "Scratch", "Sockets", "TOML", "Tables", "URIs", "UUIDs"]
+git-tree-sha1 = "91424262b8490c197b4d4451afd1ab9e412399fc"
 uuid = "c3e4b0f8-55cb-11ea-2926-15256bba5781"
-version = "0.20.4"
+version = "0.20.21"
 
 [[deps.PlutoDependencyExplorer]]
 deps = ["ExpressionExplorer", "InteractiveUtils", "Markdown"]
-git-tree-sha1 = "e0864c15334d2c4bac8137ce3359f1174565e719"
+git-tree-sha1 = "c3e5073a977b1c58b2d55c1ec187c3737e64e6af"
 uuid = "72656b73-756c-7461-726b-72656b6b696b"
-version = "1.2.0"
+version = "1.2.2"
 
 [[deps.PlutoUI]]
-deps = ["AbstractPlutoDingetjes", "Base64", "ColorTypes", "Dates", "FixedPointNumbers", "Hyperscript", "HypertextLiteral", "IOCapture", "InteractiveUtils", "JSON", "Logging", "MIMEs", "Markdown", "Random", "Reexport", "URIs", "UUIDs"]
-git-tree-sha1 = "eba4810d5e6a01f612b948c9fa94f905b49087b0"
+deps = ["AbstractPlutoDingetjes", "Base64", "ColorTypes", "Dates", "Downloads", "FixedPointNumbers", "Hyperscript", "HypertextLiteral", "IOCapture", "InteractiveUtils", "JSON", "Logging", "MIMEs", "Markdown", "Random", "Reexport", "URIs", "UUIDs"]
+git-tree-sha1 = "3faff84e6f97a7f18e0dd24373daa229fd358db5"
 uuid = "7f904dfe-b85e-4ff6-b463-dae2292396a8"
-version = "0.7.60"
+version = "0.7.73"
 
 [[deps.PositiveFactorizations]]
 deps = ["LinearAlgebra"]
@@ -2846,15 +3005,15 @@ version = "3.0.3"
 
 [[deps.PrecompileTools]]
 deps = ["Preferences"]
-git-tree-sha1 = "5aa36f7049a63a1528fe8f7c3f2113413ffd4e1f"
+git-tree-sha1 = "07a921781cab75691315adc645096ed5e370cb77"
 uuid = "aea7be01-6a6a-4083-8856-8a6e6704d82a"
-version = "1.2.1"
+version = "1.3.3"
 
 [[deps.Preferences]]
 deps = ["TOML"]
-git-tree-sha1 = "9306f6085165d270f7e3db02af26a400d580f5c6"
+git-tree-sha1 = "0f27480397253da18fe2c12a4ba4eb9eb208bf3d"
 uuid = "21216c6a-2e73-6563-6e65-726566657250"
-version = "1.4.3"
+version = "1.5.0"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -2862,49 +3021,50 @@ uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
 version = "1.11.0"
 
 [[deps.Profile]]
+deps = ["StyledStrings"]
 uuid = "9abbd945-dff8-562f-b5e8-e1ebf5ef1b79"
 version = "1.11.0"
 
 [[deps.ProgressLogging]]
 deps = ["Logging", "SHA", "UUIDs"]
-git-tree-sha1 = "80d919dee55b9c50e8d9e2da5eeafff3fe58b539"
+git-tree-sha1 = "d95ed0324b0799843ac6f7a6a85e65fe4e5173f0"
 uuid = "33c8b6b6-d38a-422a-b730-caa89a2f386c"
-version = "0.1.4"
+version = "0.1.5"
 
 [[deps.PtrArrays]]
-git-tree-sha1 = "77a42d78b6a92df47ab37e177b2deac405e1c88f"
+git-tree-sha1 = "1d36ef11a9aaf1e8b74dacc6a731dd1de8fd493d"
 uuid = "43287f4e-b6f4-7ad1-bb20-aadabca52c3d"
-version = "1.2.1"
+version = "1.3.0"
 
 [[deps.Qt6Base_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Fontconfig_jll", "Glib_jll", "JLLWrappers", "Libdl", "Libglvnd_jll", "OpenSSL_jll", "Vulkan_Loader_jll", "Xorg_libSM_jll", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Xorg_libxcb_jll", "Xorg_xcb_util_cursor_jll", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_keysyms_jll", "Xorg_xcb_util_renderutil_jll", "Xorg_xcb_util_wm_jll", "Zlib_jll", "libinput_jll", "xkbcommon_jll"]
-git-tree-sha1 = "492601870742dcd38f233b23c3ec629628c1d724"
+git-tree-sha1 = "34f7e5d2861083ec7596af8b8c092531facf2192"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.7.1+1"
+version = "6.8.2+2"
 
 [[deps.Qt6Declarative_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Qt6Base_jll", "Qt6ShaderTools_jll"]
-git-tree-sha1 = "e5dd466bf2569fe08c91a2cc29c1003f4797ac3b"
+git-tree-sha1 = "da7adf145cce0d44e892626e647f9dcbe9cb3e10"
 uuid = "629bc702-f1f5-5709-abd5-49b8460ea067"
-version = "6.7.1+2"
+version = "6.8.2+1"
 
 [[deps.Qt6ShaderTools_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Qt6Base_jll"]
-git-tree-sha1 = "1a180aeced866700d4bebc3120ea1451201f16bc"
+git-tree-sha1 = "9eca9fc3fe515d619ce004c83c31ffd3f85c7ccf"
 uuid = "ce943373-25bb-56aa-8eca-768745ed7b5a"
-version = "6.7.1+1"
+version = "6.8.2+1"
 
 [[deps.Qt6Wayland_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Qt6Base_jll", "Qt6Declarative_jll"]
-git-tree-sha1 = "729927532d48cf79f49070341e1d918a65aba6b0"
+git-tree-sha1 = "8f528b0851b5b7025032818eb5abbeb8a736f853"
 uuid = "e99dba38-086e-5de3-a5b1-6e4c66e897c3"
-version = "6.7.1+1"
+version = "6.8.2+2"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
-git-tree-sha1 = "cda3b045cf9ef07a08ad46731f5a3165e56cf3da"
+git-tree-sha1 = "9da16da70037ba9d701192e27befedefb91ec284"
 uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
-version = "2.11.1"
+version = "2.11.2"
 
     [deps.QuadGK.extensions]
     QuadGKEnzymeExt = "Enzyme"
@@ -2913,7 +3073,7 @@ version = "2.11.1"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
 
 [[deps.REPL]]
-deps = ["InteractiveUtils", "Markdown", "Sockets", "StyledStrings", "Unicode"]
+deps = ["InteractiveUtils", "JuliaSyntaxHighlighting", "Markdown", "Sockets", "StyledStrings", "Unicode"]
 uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
 version = "1.11.0"
 
@@ -2922,11 +3082,21 @@ deps = ["SHA"]
 uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 version = "1.11.0"
 
+[[deps.Ratios]]
+deps = ["Requires"]
+git-tree-sha1 = "1342a47bf3260ee108163042310d26f2be5ec90b"
+uuid = "c84ed2f1-dad5-54f0-aa8e-dbefe2724439"
+version = "0.4.5"
+weakdeps = ["FixedPointNumbers"]
+
+    [deps.Ratios.extensions]
+    RatiosFixedPointNumbersExt = "FixedPointNumbers"
+
 [[deps.ReachabilityBase]]
 deps = ["ExprTools", "InteractiveUtils", "LinearAlgebra", "Random", "Requires", "SparseArrays"]
-git-tree-sha1 = "d28da1989cc21fcf57611f928061de5e8f27dc5c"
+git-tree-sha1 = "0a8aab328cb42e6a928e37c66d5081f6dd810159"
 uuid = "379f33d0-9447-4353-bd03-d664070e549f"
-version = "0.3.3"
+version = "0.3.5"
 
 [[deps.RealDot]]
 deps = ["LinearAlgebra"]
@@ -2965,21 +3135,21 @@ version = "1.0.1"
 
 [[deps.Requires]]
 deps = ["UUIDs"]
-git-tree-sha1 = "838a3a4188e2ded87a4f9f184b4b0d78a1e91cb7"
+git-tree-sha1 = "62389eeff14780bfe55195b7204c0d8738436d64"
 uuid = "ae029012-a4dd-5104-9daa-d747884805df"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.ReverseDiff]]
 deps = ["ChainRulesCore", "DiffResults", "DiffRules", "ForwardDiff", "FunctionWrappers", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NaNMath", "Random", "SpecialFunctions", "StaticArrays", "Statistics"]
-git-tree-sha1 = "cc6cd622481ea366bb9067859446a8b01d92b468"
+git-tree-sha1 = "3ab8eee3620451b09f0272c271875b4bc02146d9"
 uuid = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
-version = "1.15.3"
+version = "1.16.1"
 
 [[deps.Rmath]]
 deps = ["Random", "Rmath_jll"]
-git-tree-sha1 = "852bd0f55565a9e973fcfee83a84413270224dc4"
+git-tree-sha1 = "5b3d50eb374cea306873b371d3f8d3915a018f0b"
 uuid = "79098fc4-a85e-5d69-aa6a-4863f24498fa"
-version = "0.8.0"
+version = "0.9.0"
 
 [[deps.Rmath_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -2996,11 +3166,17 @@ version = "0.2.1"
 uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
+[[deps.ScopedValues]]
+deps = ["HashArrayMappedTries", "Logging"]
+git-tree-sha1 = "c3b2323466378a2ba15bea4b2f73b081e022f473"
+uuid = "7e506255-f358-4e82-b7e4-beb19740aa63"
+version = "1.5.0"
+
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
+git-tree-sha1 = "9b81b8393e50b7d4e6d0a9f14e192294d3b7c109"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.1"
+version = "1.3.0"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -3013,9 +3189,9 @@ version = "0.2.1"
 
 [[deps.Setfield]]
 deps = ["ConstructionBase", "Future", "MacroTools", "StaticArraysCore"]
-git-tree-sha1 = "e2cc6d8c88613c05e1defb55170bf5ff211fbeac"
+git-tree-sha1 = "c5391c6ace3bc430ca630251d02ea9687169ca68"
 uuid = "efcf1570-3423-57d1-acb7-fd33fddbac46"
-version = "1.1.1"
+version = "1.1.2"
 
 [[deps.SharedArrays]]
 deps = ["Distributed", "Mmap", "Random", "Serialization"]
@@ -3045,14 +3221,14 @@ version = "1.11.0"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "66e0a8e672a0bdfca2c3f5937efb8538b9ddc085"
+git-tree-sha1 = "64d974c2e6fdf07f8155b5b2ca2ffa9069b608d9"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.2.1"
+version = "1.2.2"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
 uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
-version = "1.11.0"
+version = "1.12.0"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
@@ -3062,9 +3238,9 @@ version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
-git-tree-sha1 = "64cca0c26b4f31ba18f13f6c12af7c85f478cfde"
+git-tree-sha1 = "f2685b435df2613e25fc10ad8c26dddb8640f547"
 uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
-version = "2.5.0"
+version = "2.6.1"
 weakdeps = ["ChainRulesCore"]
 
     [deps.SpecialFunctions.extensions]
@@ -3072,21 +3248,21 @@ weakdeps = ["ChainRulesCore"]
 
 [[deps.StableRNGs]]
 deps = ["Random"]
-git-tree-sha1 = "83e6cce8324d49dfaf9ef059227f91ed4441a8e5"
+git-tree-sha1 = "4f96c596b8c8258cc7d3b19797854d368f243ddc"
 uuid = "860ef19b-820b-49d6-a774-d7a799459cd3"
-version = "1.0.2"
+version = "1.0.4"
 
 [[deps.StanfordAA228V]]
-deps = ["AbstractPlutoDingetjes", "BSON", "Base64", "Distributions", "Downloads", "ForwardDiff", "GridInterpolations", "LazySets", "LinearAlgebra", "Markdown", "Optim", "Parameters", "Pkg", "Plots", "Pluto", "PlutoUI", "ProgressLogging", "Random", "SignalTemporalLogic", "Statistics", "TOML"]
-git-tree-sha1 = "5376632ae8604432fd7c8ce7308edf70950c1da8"
+deps = ["AbstractPlutoDingetjes", "BSON", "Base64", "Distances", "Distributions", "Downloads", "ForwardDiff", "GridInterpolations", "Interpolations", "LazySets", "LinearAlgebra", "Markdown", "Optim", "Parameters", "Pkg", "Plots", "Pluto", "PlutoUI", "ProgressLogging", "Random", "SignalTemporalLogic", "Statistics", "TOML"]
+git-tree-sha1 = "6fbdc3d82618f9392a8e1291c206d4b311310380"
 uuid = "6f6e590e-f8c2-4a21-9268-94576b9fb3b1"
-version = "0.1.22"
+version = "0.1.28"
 
 [[deps.StaticArrays]]
 deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
-git-tree-sha1 = "47091a0340a675c738b1304b58161f3b0839d454"
+git-tree-sha1 = "b8693004b385c842357406e3af647701fe783f98"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.9.10"
+version = "1.9.15"
 weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
@@ -3094,9 +3270,9 @@ weakdeps = ["ChainRulesCore", "Statistics"]
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
-git-tree-sha1 = "192954ef1208c7019899fbf8049e717f92959682"
+git-tree-sha1 = "6ab403037779dae8c514bad259f32a447262455a"
 uuid = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
-version = "1.4.3"
+version = "1.4.4"
 
 [[deps.Statistics]]
 deps = ["LinearAlgebra"]
@@ -3110,21 +3286,21 @@ weakdeps = ["SparseArrays"]
 
 [[deps.StatsAPI]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "1ff449ad350c9c4cbc756624d6f8a8c3ef56d3ed"
+git-tree-sha1 = "9d72a13a3f4dd3795a195ac5a44d7d6ff5f552ff"
 uuid = "82ae8749-77ed-4fe6-ae5f-f523153014b0"
-version = "1.7.0"
+version = "1.7.1"
 
 [[deps.StatsBase]]
 deps = ["AliasTables", "DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
-git-tree-sha1 = "29321314c920c26684834965ec2ce0dacc9cf8e5"
+git-tree-sha1 = "064b532283c97daae49e544bb9cb413c26511f8c"
 uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
-version = "0.34.4"
+version = "0.34.8"
 
 [[deps.StatsFuns]]
 deps = ["HypergeometricFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
-git-tree-sha1 = "b423576adc27097764a90e163157bcfc9acf0f46"
+git-tree-sha1 = "91f091a8716a6bb38417a6e6f274602a19aaa685"
 uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
-version = "1.3.2"
+version = "1.5.2"
 
     [deps.StatsFuns.extensions]
     StatsFunsChainRulesCoreExt = "ChainRulesCore"
@@ -3136,9 +3312,9 @@ version = "1.3.2"
 
 [[deps.StructArrays]]
 deps = ["ConstructionBase", "DataAPI", "Tables"]
-git-tree-sha1 = "5a3a31c41e15a1e042d60f2f4942adccba05d3c9"
+git-tree-sha1 = "a2c37d815bf00575332b7bd0389f771cb7987214"
 uuid = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
-version = "0.7.0"
+version = "0.7.2"
 weakdeps = ["Adapt", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "SparseArrays", "StaticArrays"]
 
     [deps.StructArrays.extensions]
@@ -3148,6 +3324,12 @@ weakdeps = ["Adapt", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Sp
     StructArraysSparseArraysExt = "SparseArrays"
     StructArraysStaticArraysExt = "StaticArrays"
 
+[[deps.StructTypes]]
+deps = ["Dates", "UUIDs"]
+git-tree-sha1 = "159331b30e94d7b11379037feeb9b690950cace8"
+uuid = "856f2bd8-1eba-4b0a-8007-ebc267875bd4"
+version = "1.11.0"
+
 [[deps.StyledStrings]]
 uuid = "f489334b-da3d-4c2e-b8f0-e476e12c162b"
 version = "1.11.0"
@@ -3159,7 +3341,7 @@ uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"
 [[deps.SuiteSparse_jll]]
 deps = ["Artifacts", "Libdl", "libblastrampoline_jll"]
 uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
-version = "7.7.0+0"
+version = "7.8.3+2"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -3174,9 +3356,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "598cd7c1f68d1e205689b1c2fe65a9f85846f297"
+git-tree-sha1 = "f2c1efbc8f3a609aadf318094f8fc5204bdaf344"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.12.0"
+version = "1.12.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -3200,14 +3382,14 @@ uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
 version = "0.11.3"
 
 [[deps.Tricks]]
-git-tree-sha1 = "7822b97e99a1672bfb1b49b668a6d46d58d8cbcb"
+git-tree-sha1 = "311349fd1c93a31f783f977a71e8b062a57d4101"
 uuid = "410a4b4d-49e4-4fbc-ab6d-cb71b17b3775"
-version = "0.1.9"
+version = "0.1.13"
 
 [[deps.URIs]]
-git-tree-sha1 = "67db6cc7b3821e19ebe75791a9dd19c9b1188f2b"
+git-tree-sha1 = "bef26fb046d031353ef97a82e3fdb6afe7f21b1a"
 uuid = "5c2747f8-b7ea-4ff2-ba2e-563bfd36b1d4"
-version = "1.5.1"
+version = "1.6.1"
 
 [[deps.UUIDs]]
 deps = ["Random", "SHA"]
@@ -3229,26 +3411,6 @@ git-tree-sha1 = "53915e50200959667e78a92a418594b428dffddf"
 uuid = "1cfade01-22cf-5700-b092-accc4b62d6e1"
 version = "0.4.1"
 
-[[deps.Unitful]]
-deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "c0667a8e676c53d390a09dc6870b3d8d6650e2bf"
-uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.22.0"
-
-    [deps.Unitful.extensions]
-    ConstructionBaseUnitfulExt = "ConstructionBase"
-    InverseFunctionsUnitfulExt = "InverseFunctions"
-
-    [deps.Unitful.weakdeps]
-    ConstructionBase = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
-    InverseFunctions = "3587e190-3f89-42d0-90ee-14403ec27112"
-
-[[deps.UnitfulLatexify]]
-deps = ["LaTeXStrings", "Latexify", "Unitful"]
-git-tree-sha1 = "975c354fcd5f7e1ddcc1f1a23e6e091d99e99bc8"
-uuid = "45397f5d-5981-4c77-b2b3-fc36d6e9b728"
-version = "1.6.4"
-
 [[deps.UnsafeAtomics]]
 git-tree-sha1 = "b13c4edda90890e5b04ba24e20a310fbe6f249ff"
 uuid = "013be700-e6cd-48c3-b4a1-df204f14c38f"
@@ -3270,195 +3432,177 @@ uuid = "a44049a8-05dd-5a78-86c9-5fde0876e88c"
 version = "1.3.243+0"
 
 [[deps.Wayland_jll]]
-deps = ["Artifacts", "EpollShim_jll", "Expat_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg", "XML2_jll"]
-git-tree-sha1 = "85c7811eddec9e7f22615371c3cc81a504c508ee"
+deps = ["Artifacts", "EpollShim_jll", "Expat_jll", "JLLWrappers", "Libdl", "Libffi_jll"]
+git-tree-sha1 = "96478df35bbc2f3e1e791bc7a3d0eeee559e60e9"
 uuid = "a2964d1f-97da-50d4-b82a-358c7fce9d89"
-version = "1.21.0+2"
+version = "1.24.0+0"
 
-[[deps.Wayland_protocols_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "5db3e9d307d32baba7067b13fc7b5aa6edd4a19a"
-uuid = "2381bf8a-dfd0-557d-9999-79630e7b1b91"
-version = "1.36.0+0"
-
-[[deps.XML2_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "a2fccc6559132927d4c5dc183e3e01048c6dcbd6"
-uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.13.5+0"
-
-[[deps.XSLT_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "XML2_jll", "Zlib_jll"]
-git-tree-sha1 = "7d1671acbe47ac88e981868a078bd6b4e27c5191"
-uuid = "aed1982a-8fda-507f-9586-7b0439959a61"
-version = "1.1.42+0"
+[[deps.WoodburyMatrices]]
+deps = ["LinearAlgebra", "SparseArrays"]
+git-tree-sha1 = "c1a7aa6219628fcd757dede0ca95e245c5cd9511"
+uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
+version = "1.0.0"
 
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "beef98d5aad604d9e7d60b2ece5181f7888e2fd6"
+git-tree-sha1 = "fee71455b0aaa3440dfdd54a9a36ccef829be7d4"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.6.4+0"
+version = "5.8.1+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "326b4fea307b0b39892b3e85fa451692eda8d46c"
+git-tree-sha1 = "a3ea76ee3f4facd7a64684f9af25310825ee3668"
 uuid = "f67eecfb-183a-506d-b269-f58e52b52d7c"
-version = "1.1.1+0"
+version = "1.1.2+0"
 
 [[deps.Xorg_libSM_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libICE_jll"]
-git-tree-sha1 = "3796722887072218eabafb494a13c963209754ce"
+git-tree-sha1 = "9c7ad99c629a44f81e7799eb05ec2746abb5d588"
 uuid = "c834827a-8449-5923-a945-d239c165b7dd"
-version = "1.2.4+0"
+version = "1.2.6+0"
 
 [[deps.Xorg_libX11_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxcb_jll", "Xorg_xtrans_jll"]
-git-tree-sha1 = "9dafcee1d24c4f024e7edc92603cedba72118283"
+git-tree-sha1 = "b5899b25d17bf1889d25906fb9deed5da0c15b3b"
 uuid = "4f6342f7-b3d2-589e-9d20-edeb45f2b2bc"
-version = "1.8.6+3"
+version = "1.8.12+0"
 
 [[deps.Xorg_libXau_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "2b0e27d52ec9d8d483e2ca0b72b3cb1a8df5c27a"
+git-tree-sha1 = "aa1261ebbac3ccc8d16558ae6799524c450ed16b"
 uuid = "0c0b7dd1-d40b-584c-a123-a41640f87eec"
-version = "1.0.11+3"
+version = "1.0.13+0"
 
 [[deps.Xorg_libXcursor_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libXfixes_jll", "Xorg_libXrender_jll"]
-git-tree-sha1 = "807c226eaf3651e7b2c468f687ac788291f9a89b"
+git-tree-sha1 = "6c74ca84bbabc18c4547014765d194ff0b4dc9da"
 uuid = "935fb764-8cf2-53bf-bb30-45bb1f8bf724"
-version = "1.2.3+0"
+version = "1.2.4+0"
 
 [[deps.Xorg_libXdmcp_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "02054ee01980c90297412e4c809c8694d7323af3"
+git-tree-sha1 = "52858d64353db33a56e13c341d7bf44cd0d7b309"
 uuid = "a3789734-cfe1-5b06-b2d0-1dd0d9d62d05"
-version = "1.1.4+3"
+version = "1.1.6+0"
 
 [[deps.Xorg_libXext_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
-git-tree-sha1 = "d7155fea91a4123ef59f42c4afb5ab3b4ca95058"
+git-tree-sha1 = "a4c0ee07ad36bf8bbce1c3bb52d21fb1e0b987fb"
 uuid = "1082639a-0dae-5f34-9b06-72781eeb8cb3"
-version = "1.3.6+3"
+version = "1.3.7+0"
 
 [[deps.Xorg_libXfixes_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
-git-tree-sha1 = "6fcc21d5aea1a0b7cce6cab3e62246abd1949b86"
+git-tree-sha1 = "75e00946e43621e09d431d9b95818ee751e6b2ef"
 uuid = "d091e8ba-531a-589c-9de9-94069b037ed8"
-version = "6.0.0+0"
+version = "6.0.2+0"
 
 [[deps.Xorg_libXi_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libXext_jll", "Xorg_libXfixes_jll"]
-git-tree-sha1 = "984b313b049c89739075b8e2a94407076de17449"
+git-tree-sha1 = "a376af5c7ae60d29825164db40787f15c80c7c54"
 uuid = "a51aa0fd-4e3c-5386-b890-e753decda492"
-version = "1.8.2+0"
+version = "1.8.3+0"
 
 [[deps.Xorg_libXinerama_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libXext_jll"]
-git-tree-sha1 = "a1a7eaf6c3b5b05cb903e35e8372049b107ac729"
+git-tree-sha1 = "a5bc75478d323358a90dc36766f3c99ba7feb024"
 uuid = "d1454406-59df-5ea1-beac-c340f2130bc3"
-version = "1.1.5+0"
+version = "1.1.6+0"
 
 [[deps.Xorg_libXrandr_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libXext_jll", "Xorg_libXrender_jll"]
-git-tree-sha1 = "b6f664b7b2f6a39689d822a6300b14df4668f0f4"
+git-tree-sha1 = "aff463c82a773cb86061bce8d53a0d976854923e"
 uuid = "ec84b674-ba8e-5d96-8ba1-2a689ba10484"
-version = "1.5.4+0"
+version = "1.5.5+0"
 
 [[deps.Xorg_libXrender_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
-git-tree-sha1 = "a490c6212a0e90d2d55111ac956f7c4fa9c277a6"
+git-tree-sha1 = "7ed9347888fac59a618302ee38216dd0379c480d"
 uuid = "ea2f1a96-1ddc-540d-b46f-429655e07cfa"
-version = "0.9.11+1"
-
-[[deps.Xorg_libpthread_stubs_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "fee57a273563e273f0f53275101cd41a8153517a"
-uuid = "14d82f49-176c-5ed1-bb49-ad3f5cbd8c74"
-version = "0.1.1+3"
+version = "0.9.12+0"
 
 [[deps.Xorg_libxcb_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "XSLT_jll", "Xorg_libXau_jll", "Xorg_libXdmcp_jll", "Xorg_libpthread_stubs_jll"]
-git-tree-sha1 = "1a74296303b6524a0472a8cb12d3d87a78eb3612"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libXau_jll", "Xorg_libXdmcp_jll"]
+git-tree-sha1 = "bfcaf7ec088eaba362093393fe11aa141fa15422"
 uuid = "c7cfdc94-dc32-55de-ac96-5a1b8d977c5b"
-version = "1.17.0+3"
+version = "1.17.1+0"
 
 [[deps.Xorg_libxkbfile_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
-git-tree-sha1 = "dbc53e4cf7701c6c7047c51e17d6e64df55dca94"
+git-tree-sha1 = "e3150c7400c41e207012b41659591f083f3ef795"
 uuid = "cc61e674-0454-545c-8b26-ed2c68acab7a"
-version = "1.1.2+1"
+version = "1.1.3+0"
 
 [[deps.Xorg_xcb_util_cursor_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_jll", "Xorg_xcb_util_renderutil_jll"]
-git-tree-sha1 = "04341cb870f29dcd5e39055f895c39d016e18ccd"
+git-tree-sha1 = "9750dc53819eba4e9a20be42349a6d3b86c7cdf8"
 uuid = "e920d4aa-a673-5f3a-b3d7-f755a4d47c43"
-version = "0.1.4+0"
+version = "0.1.6+0"
 
 [[deps.Xorg_xcb_util_image_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
-git-tree-sha1 = "0fab0a40349ba1cba2c1da699243396ff8e94b97"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_jll"]
+git-tree-sha1 = "f4fc02e384b74418679983a97385644b67e1263b"
 uuid = "12413925-8142-5f55-bb0e-6d7ca50bb09b"
-version = "0.4.0+1"
+version = "0.4.1+0"
 
 [[deps.Xorg_xcb_util_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libxcb_jll"]
-git-tree-sha1 = "e7fd7b2881fa2eaa72717420894d3938177862d1"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxcb_jll"]
+git-tree-sha1 = "68da27247e7d8d8dafd1fcf0c3654ad6506f5f97"
 uuid = "2def613f-5ad1-5310-b15b-b15d46f528f5"
-version = "0.4.0+1"
+version = "0.4.1+0"
 
 [[deps.Xorg_xcb_util_keysyms_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
-git-tree-sha1 = "d1151e2c45a544f32441a567d1690e701ec89b00"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_jll"]
+git-tree-sha1 = "44ec54b0e2acd408b0fb361e1e9244c60c9c3dd4"
 uuid = "975044d2-76e6-5fbe-bf08-97ce7c6574c7"
-version = "0.4.0+1"
+version = "0.4.1+0"
 
 [[deps.Xorg_xcb_util_renderutil_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
-git-tree-sha1 = "dfd7a8f38d4613b6a575253b3174dd991ca6183e"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_jll"]
+git-tree-sha1 = "5b0263b6d080716a02544c55fdff2c8d7f9a16a0"
 uuid = "0d47668e-0667-5a69-a72c-f761630bfb7e"
-version = "0.3.9+1"
+version = "0.3.10+0"
 
 [[deps.Xorg_xcb_util_wm_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
-git-tree-sha1 = "e78d10aab01a4a154142c5006ed44fd9e8e31b67"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_jll"]
+git-tree-sha1 = "f233c83cad1fa0e70b7771e0e21b061a116f2763"
 uuid = "c22f9ab0-d5fe-5066-847c-f4bb1cd4e361"
-version = "0.4.1+1"
+version = "0.4.2+0"
 
 [[deps.Xorg_xkbcomp_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxkbfile_jll"]
-git-tree-sha1 = "ab2221d309eda71020cdda67a973aa582aa85d69"
+git-tree-sha1 = "801a858fc9fb90c11ffddee1801bb06a738bda9b"
 uuid = "35661453-b289-5fab-8a00-3d9160c6a3a4"
-version = "1.4.6+1"
+version = "1.4.7+0"
 
 [[deps.Xorg_xkeyboard_config_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xkbcomp_jll"]
-git-tree-sha1 = "691634e5453ad362044e2ad653e79f3ee3bb98c3"
+git-tree-sha1 = "00af7ebdc563c9217ecc67776d1bbf037dbcebf4"
 uuid = "33bec58e-1273-512f-9401-5d533626f822"
-version = "2.39.0+0"
+version = "2.44.0+0"
 
 [[deps.Xorg_xtrans_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "b9ead2d2bdb27330545eb14234a2e300da61232e"
+git-tree-sha1 = "a63799ff68005991f9d9491b6e95bd3478d783cb"
 uuid = "c5fb5394-a638-5e4d-96e5-b29de1b5cf10"
-version = "1.5.0+3"
+version = "1.6.0+0"
 
 [[deps.Zlib_jll]]
 deps = ["Libdl"]
 uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
-version = "1.2.13+1"
+version = "1.3.1+2"
 
 [[deps.Zstd_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "622cf78670d067c738667aaa96c553430b65e269"
+git-tree-sha1 = "446b23e73536f84e8037f5dce465e92275f6a308"
 uuid = "3161d3a3-bdf6-5164-811a-617609db77b4"
-version = "1.5.7+0"
+version = "1.5.7+1"
 
 [[deps.Zygote]]
 deps = ["AbstractFFTs", "ChainRules", "ChainRulesCore", "DiffRules", "Distributed", "FillArrays", "ForwardDiff", "GPUArrays", "GPUArraysCore", "IRTools", "InteractiveUtils", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NaNMath", "PrecompileTools", "Random", "Requires", "SparseArrays", "SpecialFunctions", "Statistics", "ZygoteRules"]
-git-tree-sha1 = "0b3c944f5d2d8b466c5d20a84c229c17c528f49e"
+git-tree-sha1 = "8462a20f0fd85b4ef4a1b7310d33e7475d2bb14f"
 uuid = "e88e6eb3-aa80-5325-afca-941959d7151f"
-version = "0.6.75"
+version = "0.6.77"
 
     [deps.Zygote.extensions]
     ZygoteColorsExt = "Colors"
@@ -3472,44 +3616,38 @@ version = "0.6.75"
 
 [[deps.ZygoteRules]]
 deps = ["ChainRulesCore", "MacroTools"]
-git-tree-sha1 = "27798139afc0a2afa7b1824c206d5e87ea587a00"
+git-tree-sha1 = "434b3de333c75fc446aa0d19fc394edafd07ab08"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.5"
+version = "0.2.7"
 
 [[deps.eudev_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
-git-tree-sha1 = "431b678a28ebb559d224c0b6b6d01afce87c51ba"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "c3b0e6196d50eab0c5ed34021aaa0bb463489510"
 uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
-version = "3.2.9+0"
+version = "3.2.14+0"
 
 [[deps.fzf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6e50f145003024df4f5cb96c7fce79466741d601"
+git-tree-sha1 = "b6a34e0e0960190ac2a4363a1bd003504772d631"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.56.3+0"
-
-[[deps.gperf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "0ba42241cb6809f1a278d0bcb976e0483c3f1f2d"
-uuid = "1a1c6b14-54f6-533d-8383-74cd7377aa70"
-version = "3.1.1+1"
+version = "0.61.1+0"
 
 [[deps.libaom_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "522c1df09d05a71785765d19c9524661234738e9"
+git-tree-sha1 = "371cc681c00a3ccc3fbc5c0fb91f58ba9bec1ecf"
 uuid = "a4ae2306-e953-59d6-aa16-d00cac43593b"
-version = "3.11.0+0"
+version = "3.13.1+0"
 
 [[deps.libass_jll]]
 deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
-git-tree-sha1 = "e17c115d55c5fbb7e52ebedb427a0dca79d4484e"
+git-tree-sha1 = "125eedcb0a4a0bba65b657251ce1d27c8714e9d6"
 uuid = "0ac62f75-1d6f-5e53-bd7c-93b484bb37c0"
-version = "0.15.2+0"
+version = "0.17.4+0"
 
 [[deps.libblastrampoline_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
-version = "5.11.0+0"
+version = "5.15.0+0"
 
 [[deps.libdecor_jll]]
 deps = ["Artifacts", "Dbus_jll", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pango_jll", "Wayland_jll", "xkbcommon_jll"]
@@ -3518,73 +3656,74 @@ uuid = "1183f4f0-6f2a-5f1a-908b-139f9cdfea6f"
 version = "0.2.2+0"
 
 [[deps.libevdev_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "141fe65dc3efabb0b1d5ba74e91f6ad26f84cc22"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "56d643b57b188d30cccc25e331d416d3d358e557"
 uuid = "2db6ffa8-e38f-5e21-84af-90c45d0032cc"
-version = "1.11.0+0"
+version = "1.13.4+0"
 
 [[deps.libfdk_aac_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "8a22cf860a7d27e4f3498a0fe0811a7957badb38"
+git-tree-sha1 = "646634dd19587a56ee2f1199563ec056c5f228df"
 uuid = "f638f0a6-7fb0-5443-88ba-1cc74229b280"
-version = "2.0.3+0"
+version = "2.0.4+0"
 
 [[deps.libinput_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "eudev_jll", "libevdev_jll", "mtdev_jll"]
-git-tree-sha1 = "ad50e5b90f222cfe78aa3d5183a20a12de1322ce"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "eudev_jll", "libevdev_jll", "mtdev_jll"]
+git-tree-sha1 = "91d05d7f4a9f67205bd6cf395e488009fe85b499"
 uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
-version = "1.18.0+0"
+version = "1.28.1+0"
 
 [[deps.libpng_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
-git-tree-sha1 = "b7bfd3ab9d2c58c3829684142f5804e4c6499abc"
+git-tree-sha1 = "07b6a107d926093898e82b3b1db657ebe33134ec"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.45+0"
+version = "1.6.50+0"
 
 [[deps.libvorbis_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
-git-tree-sha1 = "490376214c4721cdaca654041f635213c6165cb3"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll"]
+git-tree-sha1 = "11e1772e7f3cc987e9d3de991dd4f6b2602663a5"
 uuid = "f27f6e37-5d2b-51aa-960f-b287f2bc3b7a"
-version = "1.3.7+2"
+version = "1.3.8+0"
 
 [[deps.mtdev_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "814e154bdb7be91d78b6802843f76b6ece642f11"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "b4d631fd51f2e9cdd93724ae25b2efc198b059b1"
 uuid = "009596ad-96f7-51b1-9f1b-5ce2d5e8a71e"
-version = "1.1.6+0"
+version = "1.1.7+0"
 
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.59.0+0"
+version = "1.64.0+1"
 
 [[deps.p7zip_jll]]
-deps = ["Artifacts", "Libdl"]
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
 uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
-version = "17.4.0+2"
+version = "17.7.0+0"
 
 [[deps.x264_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "4fea590b89e6ec504593146bf8b988b2c00922b2"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "14cc7083fc6dff3cc44f2bc435ee96d06ed79aa7"
 uuid = "1270edf5-f2f9-52d2-97e9-ab00b5d0237a"
-version = "2021.5.5+0"
+version = "10164.0.1+0"
 
 [[deps.x265_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ee567a171cce03570d77ad3a43e90218e38937a9"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "e7b67590c14d487e734dcb925924c5dc43ec85f3"
 uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76"
-version = "3.5.0+0"
+version = "4.1.0+0"
 
 [[deps.xkbcommon_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Wayland_jll", "Wayland_protocols_jll", "Xorg_libxcb_jll", "Xorg_xkeyboard_config_jll"]
-git-tree-sha1 = "63406453ed9b33a0df95d570816d5366c92b7809"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxcb_jll", "Xorg_xkeyboard_config_jll"]
+git-tree-sha1 = "fbf139bce07a534df0e699dbb5f5cc9346f95cc1"
 uuid = "d8fb68d0-12a3-5cfd-a85a-d49703b185fd"
-version = "1.4.1+2"
+version = "1.9.2+0"
 """
 
 # ╔═╡ Cell order:
 # ╟─6b17139e-6caf-4f07-a607-e403bf1ad794
 # ╠═14964632-98d8-4a2f-b2f6-e3f28b558803
+# ╟─75914983-18b1-45fc-81ec-595b2b34c594
 # ╟─117d0059-ce1a-497e-8667-a0c2ef20c632
 # ╟─60f72d30-ab80-11ef-3c20-270dbcdf0cc4
 # ╟─f8612f4e-8519-4ee3-ac09-80b7c126b238
diff --git a/project2/.p2 b/project2/.p2
new file mode 100644
index 0000000..1163cc7
Binary files /dev/null and b/project2/.p2 differ
diff --git a/project2/project2.jl b/project2/project2.jl
index 4e37ef2..a21eeb5 100644
--- a/project2/project2.jl
+++ b/project2/project2.jl
@@ -1,5 +1,5 @@
 ### A Pluto.jl notebook ###
-# v0.20.4
+# v0.20.21
 
 using Markdown
 using InteractiveUtils
@@ -7,7 +7,7 @@ using InteractiveUtils
 # This Pluto notebook uses @bind for interactivity. When running this notebook outside of Pluto, the following 'mock version' of @bind gives bound variables a default value (instead of an error).
 macro bind(def, element)
     #! format: off
-    quote
+    return quote
         local iv = try Base.loaded_modules[Base.PkgId(Base.UUID("6e696c72-6542-2067-7265-42206c756150"), "AbstractPlutoDingetjes")].Bonds.initial_value catch; b -> missing; end
         local el = $(esc(element))
         global $(esc(def)) = Core.applicable(Base.get, el) ? Base.get(el) : iv(el)
@@ -45,6 +45,28 @@ begin
 	md"> _Additional package management._"
 end
 
+# ╔═╡ 3fa7c64e-9361-4154-ba28-7b268dacca2a
+if haskey(ENV, "AA228V_CI_SSH_KEY")
+    # Check if age is installed
+    if !success(`age --version`)
+        @warn "age binary not found or not executable. Please install age."
+    else
+        # Create temp file that auto-cleans on exit
+        mktempdir() do tmpdir
+            tempfile = joinpath(tmpdir, "decrypted.jl")
+            
+            # Decrypt .p0 file using age with SSH key
+            run(pipeline(
+                `age --decrypt -i $(ENV["AA228V_CI_SSH_KEY"]) .p2`,
+                tempfile
+            ))
+            
+            # Include the decrypted file
+            include(tempfile)
+        end
+    end
+end
+
 # ╔═╡ 117d0059-ce1a-497e-8667-a0c2ef20c632
 md"""
 # Project 2: Estimating failure probability
@@ -868,7 +890,7 @@ end
 # ╔═╡ 307afd9c-6dac-4a6d-89d7-4d8cabfe3fe5
 Markdown.MD(
 	md"""
-$(@bind rerun_small LargeCheckBox(text="⟵ Click to re-run the <code>SmallSystem</code> evaluation."))""",
+$(@bind rerun_small LargeCheckBox(text="⟵ Click to re-run the <code>SmallSystem</code> evaluation.", default=parse(Bool, get(ENV, "AA228V_CI_RUN_EVALS", "false"))))""",
 	Markdown.parse("""
 	↑ This will re-run **`estimate_probability(::SmallSystem, ψ)`** and re-save **`$(get_filename(sys_small, ThisProject))`**
 
@@ -894,7 +916,7 @@ end
 # ╔═╡ 38f26afd-ffa5-48d6-90cc-e3ec189c2bf1
 Markdown.MD(
 	md"""
-$(@bind rerun_medium LargeCheckBox(text="⟵ Click to re-run the <code>MediumSystem</code> evaluation."))""",
+$(@bind rerun_medium LargeCheckBox(text="⟵ Click to re-run the <code>MediumSystem</code> evaluation.", default=parse(Bool, get(ENV, "AA228V_CI_RUN_EVALS", "false"))))""",
 	Markdown.parse("""
 	↑ This will re-run **`estimate_probability(::MediumSystem, ψ)`** and re-save **`$(get_filename(sys_medium, ThisProject))`**
 
@@ -1012,7 +1034,7 @@ We'll automatically test your `estimate_probability(::LargeSystem, ψ)` function
 # ╔═╡ 7fe1c3d7-469c-47d9-9d46-e5b8b263edb9
 Markdown.MD(
 	md"""
-$(@bind rerun_large LargeCheckBox(text="⟵ Click to re-run the <code>LargeSystem</code> evaluation."))""",
+$(@bind rerun_large LargeCheckBox(text="⟵ Click to re-run the <code>LargeSystem</code> evaluation.", default=parse(Bool, get(ENV, "AA228V_CI_RUN_EVALS", "false"))))""",
 	Markdown.parse("""
 	↑ This will re-run **`estimate_probability(::LargeSystem, ψ)`** and re-save **`$(get_filename(sys_large, ThisProject))`**
 
@@ -1698,25 +1720,40 @@ Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [compat]
 BSON = "~0.3.9"
-Distributions = "~0.25.117"
-GridInterpolations = "~1.2.1"
-MarkdownLiteral = "~0.1.1"
-Optim = "~1.10.0"
+Distributions = "~0.25.122"
+GridInterpolations = "~1.3.0"
+MarkdownLiteral = "~0.1.2"
+Optim = "~1.13.2"
 Parameters = "~0.12.3"
-Plots = "~1.40.9"
-PlutoUI = "~0.7.60"
-ProgressLogging = "~0.1.4"
-ReverseDiff = "~1.15.3"
-StanfordAA228V = "~0.1.16"
+Plots = "~1.41.1"
+PlutoUI = "~0.7.73"
+ProgressLogging = "~0.1.5"
+ReverseDiff = "~1.16.1"
+StanfordAA228V = "~0.1.28"
 """
 
 # ╔═╡ 00000000-0000-0000-0000-000000000002
 PLUTO_MANIFEST_TOML_CONTENTS = """
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.11.2"
+julia_version = "1.12.2"
 manifest_format = "2.0"
-project_hash = "91538048e08f7fd4297122351360ee0fbc7dca09"
+project_hash = "8b99adcc986e58cce5310e964d2b31a7dcdcdde8"
+
+[[deps.ADTypes]]
+git-tree-sha1 = "27cecae79e5cc9935255f90c53bb831cc3c870d7"
+uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
+version = "1.18.0"
+
+    [deps.ADTypes.extensions]
+    ADTypesChainRulesCoreExt = "ChainRulesCore"
+    ADTypesConstructionBaseExt = "ConstructionBase"
+    ADTypesEnzymeCoreExt = "EnzymeCore"
+
+    [deps.ADTypes.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    ConstructionBase = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -1737,12 +1774,13 @@ version = "1.3.2"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "50c3c56a52972d78e8be9fd135bfb91c9574c140"
+git-tree-sha1 = "7e35fca2bdfba44d797c53dfe63a51fabf39bfc0"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "4.1.1"
-weakdeps = ["StaticArrays"]
+version = "4.4.0"
+weakdeps = ["SparseArrays", "StaticArrays"]
 
     [deps.Adapt.extensions]
+    AdaptSparseArraysExt = "SparseArrays"
     AdaptStaticArraysExt = "StaticArrays"
 
 [[deps.AliasTables]]
@@ -1757,18 +1795,19 @@ version = "1.1.2"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra"]
-git-tree-sha1 = "017fcb757f8e921fb44ee063a7aafe5f89b86dd1"
+git-tree-sha1 = "d81ae5489e13bc03567d4fbbb06c546a5e53c857"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.18.0"
+version = "7.22.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
     ArrayInterfaceBlockBandedMatricesExt = "BlockBandedMatrices"
     ArrayInterfaceCUDAExt = "CUDA"
-    ArrayInterfaceCUDSSExt = "CUDSS"
+    ArrayInterfaceCUDSSExt = ["CUDSS", "CUDA"]
     ArrayInterfaceChainRulesCoreExt = "ChainRulesCore"
     ArrayInterfaceChainRulesExt = "ChainRules"
     ArrayInterfaceGPUArraysCoreExt = "GPUArraysCore"
+    ArrayInterfaceMetalExt = "Metal"
     ArrayInterfaceReverseDiffExt = "ReverseDiff"
     ArrayInterfaceSparseArraysExt = "SparseArrays"
     ArrayInterfaceStaticArraysCoreExt = "StaticArraysCore"
@@ -1782,6 +1821,7 @@ version = "7.18.0"
     ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
     ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
     GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527"
+    Metal = "dde4c033-4e86-420c-a63e-0dd931031962"
     ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
     SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
     StaticArraysCore = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
@@ -1793,18 +1833,20 @@ version = "1.11.0"
 
 [[deps.Atomix]]
 deps = ["UnsafeAtomics"]
-git-tree-sha1 = "c3b238aa28c1bebd4b5ea4988bebf27e9a01b72b"
+git-tree-sha1 = "29bb0eb6f578a587a49da16564705968667f5fa8"
 uuid = "a9b6321e-bd34-4604-b9c9-b65b8de01458"
-version = "1.0.1"
+version = "1.1.2"
 
     [deps.Atomix.extensions]
     AtomixCUDAExt = "CUDA"
     AtomixMetalExt = "Metal"
+    AtomixOpenCLExt = "OpenCL"
     AtomixoneAPIExt = "oneAPI"
 
     [deps.Atomix.weakdeps]
     CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
     Metal = "dde4c033-4e86-420c-a63e-0dd931031962"
+    OpenCL = "08131aa3-fb12-5dee-8b74-c09406e224a2"
     oneAPI = "8f75cd03-7ff8-4ecb-9b8f-daf728133b1b"
 
 [[deps.AxisAlgorithms]]
@@ -1824,9 +1866,9 @@ version = "1.11.0"
 
 [[deps.BenchmarkTools]]
 deps = ["Compat", "JSON", "Logging", "Printf", "Profile", "Statistics", "UUIDs"]
-git-tree-sha1 = "e38fbc49a620f5d0b660d7f543db1009fe0f8336"
+git-tree-sha1 = "7fecfb1123b8d0232218e2da0c213004ff15358d"
 uuid = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
-version = "1.6.0"
+version = "1.6.3"
 
 [[deps.BitFlags]]
 git-tree-sha1 = "0691e34b3bb8be9307330f88d1a3c3f25466c24d"
@@ -1834,10 +1876,10 @@ uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
 version = "0.1.9"
 
 [[deps.Bzip2_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "8873e196c2eb87962a2048b3b8e08946535864a1"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "1b96ea4a01afe0ea4090c5c8039690672dd13f2e"
 uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
-version = "1.0.8+4"
+version = "1.0.9+0"
 
 [[deps.CEnum]]
 git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
@@ -1846,9 +1888,9 @@ version = "0.5.0"
 
 [[deps.CRlibm]]
 deps = ["CRlibm_jll"]
-git-tree-sha1 = "32abd86e3c2025db5172aa182b982debed519834"
+git-tree-sha1 = "66188d9d103b92b6cd705214242e27f5737a1e5e"
 uuid = "96374032-68de-5a5b-8d9e-752f78720389"
-version = "1.0.1"
+version = "1.0.2"
 
 [[deps.CRlibm_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1858,21 +1900,21 @@ version = "1.0.1+0"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
-git-tree-sha1 = "009060c9a6168704143100f36ab08f06c2af4642"
+git-tree-sha1 = "fde3bf89aead2e723284a8ff9cdf5b551ed700e8"
 uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a"
-version = "1.18.2+1"
+version = "1.18.5+0"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "4312d7869590fab4a4f789e97bd82f0a04eaaa05"
+git-tree-sha1 = "3b704353e517a957323bd3ac70fa7b669b5f48d4"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.72.2"
+version = "1.72.6"
 
 [[deps.ChainRulesCore]]
 deps = ["Compat", "LinearAlgebra"]
-git-tree-sha1 = "1713c74e00545bfe14605d2a2be1712de8fbcb58"
+git-tree-sha1 = "e4c6a16e77171a5f5e25e9646617ab1c276c5607"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.25.1"
+version = "1.26.0"
 weakdeps = ["SparseArrays"]
 
     [deps.ChainRulesCore.extensions]
@@ -1886,27 +1928,31 @@ version = "0.8.5"
 
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "bce6804e5e6044c6daab27bb533d1295e4a2e759"
+git-tree-sha1 = "962834c22b66e32aa10f7611c08c8ca4e20749a9"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.6"
+version = "0.7.8"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
-git-tree-sha1 = "c785dfb1b3bfddd1da557e861b919819b82bbe5b"
+git-tree-sha1 = "b0fd3f56fa442f81e0a47815c92245acfaaa4e34"
 uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4"
-version = "3.27.1"
+version = "3.31.0"
 
 [[deps.ColorTypes]]
 deps = ["FixedPointNumbers", "Random"]
-git-tree-sha1 = "b10d0b65641d57b8b4d5e234446582de5047050d"
+git-tree-sha1 = "67e11ee83a43eb71ddc950302c53bf33f0690dfe"
 uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
-version = "0.11.5"
+version = "0.12.1"
+weakdeps = ["StyledStrings"]
+
+    [deps.ColorTypes.extensions]
+    StyledStringsExt = "StyledStrings"
 
 [[deps.ColorVectorSpace]]
 deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "Requires", "Statistics", "TensorCore"]
-git-tree-sha1 = "a1f44953f2382ebb937d60dafbe2deea4bd23249"
+git-tree-sha1 = "8b3b6f87ce8f65a2b4f857528fd8d70086cd72b1"
 uuid = "c3611d14-8923-5661-9e6a-0046d554d3a4"
-version = "0.10.0"
+version = "0.11.0"
 weakdeps = ["SpecialFunctions"]
 
     [deps.ColorVectorSpace.extensions]
@@ -1914,15 +1960,15 @@ weakdeps = ["SpecialFunctions"]
 
 [[deps.Colors]]
 deps = ["ColorTypes", "FixedPointNumbers", "Reexport"]
-git-tree-sha1 = "64e15186f0aa277e174aa81798f7eb8598e0157e"
+git-tree-sha1 = "37ea44092930b1811e666c3bc38065d7d87fcc74"
 uuid = "5ae59095-9a9b-59fe-a467-6f913c188581"
-version = "0.13.0"
+version = "0.13.1"
 
 [[deps.CommonMark]]
-deps = ["Crayons", "PrecompileTools"]
-git-tree-sha1 = "3faae67b8899797592335832fccf4b3c80bb04fa"
+deps = ["PrecompileTools"]
+git-tree-sha1 = "351d6f4eaf273b753001b2de4dffb8279b100769"
 uuid = "a80b9123-70ca-4bc0-993e-6e3bcb318db6"
-version = "0.8.15"
+version = "0.9.1"
 
 [[deps.CommonSubexpressions]]
 deps = ["MacroTools"]
@@ -1932,9 +1978,9 @@ version = "0.3.1"
 
 [[deps.Compat]]
 deps = ["TOML", "UUIDs"]
-git-tree-sha1 = "8ae8d32e09f0dcf42a36b90d4e17f5dd2e4c4215"
+git-tree-sha1 = "9d8a54ce4b17aa5bdce0ea5c34bc5e7c340d16ad"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.16.0"
+version = "4.18.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -1943,13 +1989,13 @@ weakdeps = ["Dates", "LinearAlgebra"]
 [[deps.CompilerSupportLibraries_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
-version = "1.1.1+0"
+version = "1.3.0+1"
 
 [[deps.ConcurrentUtilities]]
 deps = ["Serialization", "Sockets"]
-git-tree-sha1 = "f36e5e8fdffcb5646ea5da81495a5a7566005127"
+git-tree-sha1 = "d9d26935a0bcffc87d2613ce14c527c99fc543fd"
 uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
-version = "2.4.3"
+version = "2.5.0"
 
 [[deps.Configurations]]
 deps = ["ExproniconLite", "OrderedCollections", "TOML"]
@@ -1958,9 +2004,9 @@ uuid = "5218b696-f38b-4ac9-8b61-a12ec717816d"
 version = "0.17.6"
 
 [[deps.ConstructionBase]]
-git-tree-sha1 = "76219f1ed5771adbb096743bff43fb5fdd4c1157"
+git-tree-sha1 = "b4b092499347b18a015186eae3042f72267106cb"
 uuid = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
-version = "1.5.8"
+version = "1.6.0"
 
     [deps.ConstructionBase.extensions]
     ConstructionBaseIntervalSetsExt = "IntervalSets"
@@ -1977,21 +2023,16 @@ git-tree-sha1 = "439e35b0b36e2e5881738abc8857bd92ad6ff9a8"
 uuid = "d38c429a-6771-53c6-b99e-75d170b6e991"
 version = "0.6.3"
 
-[[deps.Crayons]]
-git-tree-sha1 = "249fe38abf76d48563e2f4556bebd215aa317e15"
-uuid = "a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f"
-version = "4.1.1"
-
 [[deps.DataAPI]]
 git-tree-sha1 = "abe83f3a2f1b857aac70ef8b269080af17764bbe"
 uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a"
 version = "1.16.0"
 
 [[deps.DataStructures]]
-deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
-git-tree-sha1 = "1d0a14036acb104d9e89698bd408f63ab58cdc82"
+deps = ["OrderedCollections"]
+git-tree-sha1 = "e357641bb3e0638d353c4b29ea0e40ea644066a6"
 uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
-version = "0.18.20"
+version = "0.19.3"
 
 [[deps.DataValueInterfaces]]
 git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6"
@@ -2005,9 +2046,9 @@ version = "1.11.0"
 
 [[deps.Dbus_jll]]
 deps = ["Artifacts", "Expat_jll", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "fc173b380865f70627d7dd1190dc2fce6cc105af"
+git-tree-sha1 = "473e9afc9cf30814eb67ffa5f2db7df82c3ad9fd"
 uuid = "ee1fde0b-3d02-5ea6-8484-8dfef6360eab"
-version = "1.14.10+0"
+version = "1.16.2+0"
 
 [[deps.DelimitedFiles]]
 deps = ["Mmap"]
@@ -2027,6 +2068,56 @@ git-tree-sha1 = "23163d55f885173722d1e4cf0f6110cdbaf7e272"
 uuid = "b552c78f-8df3-52c6-915a-8e097449b14b"
 version = "1.15.1"
 
+[[deps.DifferentiationInterface]]
+deps = ["ADTypes", "LinearAlgebra"]
+git-tree-sha1 = "6d5153dc500d644d4d672723aa27a614ee84ab3b"
+uuid = "a0c0ee7d-e4b9-4e03-894e-1c5f64a51d63"
+version = "0.7.11"
+
+    [deps.DifferentiationInterface.extensions]
+    DifferentiationInterfaceChainRulesCoreExt = "ChainRulesCore"
+    DifferentiationInterfaceDiffractorExt = "Diffractor"
+    DifferentiationInterfaceEnzymeExt = ["EnzymeCore", "Enzyme"]
+    DifferentiationInterfaceFastDifferentiationExt = "FastDifferentiation"
+    DifferentiationInterfaceFiniteDiffExt = "FiniteDiff"
+    DifferentiationInterfaceFiniteDifferencesExt = "FiniteDifferences"
+    DifferentiationInterfaceForwardDiffExt = ["ForwardDiff", "DiffResults"]
+    DifferentiationInterfaceGPUArraysCoreExt = "GPUArraysCore"
+    DifferentiationInterfaceGTPSAExt = "GTPSA"
+    DifferentiationInterfaceMooncakeExt = "Mooncake"
+    DifferentiationInterfacePolyesterForwardDiffExt = ["PolyesterForwardDiff", "ForwardDiff", "DiffResults"]
+    DifferentiationInterfaceReverseDiffExt = ["ReverseDiff", "DiffResults"]
+    DifferentiationInterfaceSparseArraysExt = "SparseArrays"
+    DifferentiationInterfaceSparseConnectivityTracerExt = "SparseConnectivityTracer"
+    DifferentiationInterfaceSparseMatrixColoringsExt = "SparseMatrixColorings"
+    DifferentiationInterfaceStaticArraysExt = "StaticArrays"
+    DifferentiationInterfaceSymbolicsExt = "Symbolics"
+    DifferentiationInterfaceTrackerExt = "Tracker"
+    DifferentiationInterfaceZygoteExt = ["Zygote", "ForwardDiff"]
+
+    [deps.DifferentiationInterface.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    DiffResults = "163ba53b-c6d8-5494-b064-1a9d43ac40c5"
+    Diffractor = "9f5e2b26-1114-432f-b630-d3fe2085c51c"
+    Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    FastDifferentiation = "eb9bf01b-bf85-4b60-bf87-ee5de06c00be"
+    FiniteDiff = "6a86dc24-6348-571c-b903-95158fe2bd41"
+    FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
+    ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
+    GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527"
+    GTPSA = "b27dd330-f138-47c5-815b-40db9dd9b6e8"
+    Mooncake = "da2b9cff-9c12-43a0-ae48-6db2b0edb7d6"
+    PolyesterForwardDiff = "98d1487c-24ca-40b6-b7ab-df2af84e126b"
+    ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
+    SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
+    SparseConnectivityTracer = "9f842d2f-2579-4b1d-911e-f412cf18a3f5"
+    SparseMatrixColorings = "0a514795-09f3-496d-8182-132a7b665d35"
+    StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
+    Symbolics = "0c5d862f-8b57-4792-8d23-62f2024744c7"
+    Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
+    Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
+
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
 git-tree-sha1 = "c7e3a542b999843086e2f29dac96a618c105be1d"
@@ -2045,9 +2136,9 @@ version = "1.11.0"
 
 [[deps.Distributions]]
 deps = ["AliasTables", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "03aa5d44647eaec98e1920635cdfed5d5560a8b9"
+git-tree-sha1 = "3bc002af51045ca3b47d2e1787d6ce02e68b943a"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.117"
+version = "0.25.122"
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
@@ -2060,20 +2151,19 @@ version = "0.25.117"
     Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.DocStringExtensions]]
-deps = ["LibGit2"]
-git-tree-sha1 = "2fb1e02f2b635d0845df5d7c167fec4dd739b00d"
+git-tree-sha1 = "7442a5dfe1ebb773c29cc2962a8980f47221d76c"
 uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
-version = "0.9.3"
+version = "0.9.5"
 
 [[deps.Downloads]]
 deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"]
 uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
-version = "1.6.0"
+version = "1.7.0"
 
 [[deps.EnumX]]
-git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
+git-tree-sha1 = "bddad79635af6aec424f53ed8aad5d7555dc6f00"
 uuid = "4e289a0a-7415-4d19-859d-a7e5c4648b56"
-version = "1.0.4"
+version = "1.0.5"
 
 [[deps.EpollShim_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -2094,9 +2184,9 @@ version = "0.1.11"
 
 [[deps.Expat_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "e51db81749b0777b2147fbe7b783ee79045b8e99"
+git-tree-sha1 = "27af30de8b5445644e8ffe3bcb0d72049c089cf1"
 uuid = "2e619515-83b5-522b-bb60-26c02a35a201"
-version = "2.6.4+3"
+version = "2.7.3+0"
 
 [[deps.ExprTools]]
 git-tree-sha1 = "27415f162e6028e81c72b82ef756bf321213b6ec"
@@ -2104,26 +2194,26 @@ uuid = "e2ba6199-217a-4e67-a87a-7c52f15ade04"
 version = "0.1.10"
 
 [[deps.ExpressionExplorer]]
-git-tree-sha1 = "71d0768dd78ad62d3582091bf338d98af8bbda67"
+git-tree-sha1 = "4a8c0a9eebf807ac42f0f6de758e60a20be25ffb"
 uuid = "21656369-7473-754a-2065-74616d696c43"
-version = "1.1.1"
+version = "1.1.3"
 
 [[deps.ExproniconLite]]
-git-tree-sha1 = "4c9ed87a6b3cd90acf24c556f2119533435ded38"
+git-tree-sha1 = "c13f0b150373771b0fdc1713c97860f8df12e6c2"
 uuid = "55351af7-c7e9-48d6-89ff-24e801d99491"
-version = "0.10.13"
+version = "0.10.14"
 
 [[deps.FFMPEG]]
 deps = ["FFMPEG_jll"]
-git-tree-sha1 = "53ebe7511fa11d33bec688a9178fac4e49eeee00"
+git-tree-sha1 = "95ecf07c2eea562b5adbd0696af6db62c0f52560"
 uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
-version = "0.4.2"
+version = "0.4.5"
 
 [[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"]
-git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
+git-tree-sha1 = "ccc81ba5e42497f4e76553a5545665eed577a663"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.4+1"
+version = "8.0.0+0"
 
 [[deps.FastRounding]]
 deps = ["ErrorfreeArithmetic", "LinearAlgebra"]
@@ -2137,9 +2227,9 @@ version = "1.11.0"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "6a70198746448456524cb442b8af316927ff3e1a"
+git-tree-sha1 = "5bfcd42851cf2f1b303f51525a54dc5e98d408a3"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.13.0"
+version = "1.15.0"
 weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
@@ -2149,9 +2239,9 @@ weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
 [[deps.FiniteDiff]]
 deps = ["ArrayInterface", "LinearAlgebra", "Setfield"]
-git-tree-sha1 = "84e3a47db33be7248daa6274b287507dd6ff84e8"
+git-tree-sha1 = "9340ca07ca27093ff68418b7558ca37b05f8aeb1"
 uuid = "6a86dc24-6348-571c-b903-95158fe2bd41"
-version = "2.26.2"
+version = "2.29.0"
 
     [deps.FiniteDiff.extensions]
     FiniteDiffBandedMatricesExt = "BandedMatrices"
@@ -2173,9 +2263,9 @@ version = "0.8.5"
 
 [[deps.Fontconfig_jll]]
 deps = ["Artifacts", "Bzip2_jll", "Expat_jll", "FreeType2_jll", "JLLWrappers", "Libdl", "Libuuid_jll", "Zlib_jll"]
-git-tree-sha1 = "21fac3c77d7b5a9fc03b0ec503aa1a6392c34d2b"
+git-tree-sha1 = "f85dac9a96a01087df6e3a749840015a0ca3817d"
 uuid = "a3f928ae-7b40-5064-980b-68af3947d34b"
-version = "2.15.0+0"
+version = "2.17.1+0"
 
 [[deps.Format]]
 git-tree-sha1 = "9c68794ef81b08086aeb32eeaf33531668d5f5fc"
@@ -2184,9 +2274,9 @@ version = "1.3.7"
 
 [[deps.ForwardDiff]]
 deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "LinearAlgebra", "LogExpFunctions", "NaNMath", "Preferences", "Printf", "Random", "SpecialFunctions"]
-git-tree-sha1 = "a2df1b776752e3f344e5116c06d75a10436ab853"
+git-tree-sha1 = "afb7c51ac63e40708a3071f80f5e84a752299d4f"
 uuid = "f6369f11-7733-5829-9624-2563aa707210"
-version = "0.10.38"
+version = "0.10.39"
 weakdeps = ["StaticArrays"]
 
     [deps.ForwardDiff.extensions]
@@ -2194,15 +2284,15 @@ weakdeps = ["StaticArrays"]
 
 [[deps.FreeType2_jll]]
 deps = ["Artifacts", "Bzip2_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
-git-tree-sha1 = "786e968a8d2fb167f2e4880baba62e0e26bd8e4e"
+git-tree-sha1 = "2c5512e11c791d1baed2049c5652441b28fc6a31"
 uuid = "d7e528f0-a631-5988-bf34-fe36492bcfd7"
-version = "2.13.3+1"
+version = "2.13.4+0"
 
 [[deps.FriBidi_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "846f7026a9decf3679419122b49f8a1fdb48d2d5"
+git-tree-sha1 = "7a214fdac5ed5f59a22c2d9a885a16da1c74bbc7"
 uuid = "559328eb-81f9-559d-9380-de523a88c83c"
-version = "1.0.16+0"
+version = "1.0.17+0"
 
 [[deps.FunctionWrappers]]
 git-tree-sha1 = "d62485945ce5ae9c0c48f124a84998d755bae00e"
@@ -2214,12 +2304,6 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 version = "1.11.0"
 
-[[deps.FuzzyCompletions]]
-deps = ["REPL"]
-git-tree-sha1 = "be713866335f48cfb1285bff2d0cbb8304c1701c"
-uuid = "fb4132e2-a121-4a70-b8a1-d5b831dcdcc2"
-version = "0.5.5"
-
 [[deps.GLFW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll", "libdecor_jll", "xkbcommon_jll"]
 git-tree-sha1 = "fcb0584ff34e25155876418979d4c8971243bb89"
@@ -2241,13 +2325,19 @@ version = "5.0.1+1"
 [[deps.GMP_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "781609d7-10c4-51f6-84f2-b8444358ff6d"
-version = "6.3.0+0"
+version = "6.3.0+2"
 
 [[deps.GPUArrays]]
 deps = ["Adapt", "GPUArraysCore", "KernelAbstractions", "LLVM", "LinearAlgebra", "Printf", "Random", "Reexport", "ScopedValues", "Serialization", "Statistics"]
-git-tree-sha1 = "0ef97e93edced3d0e713f4cfd031cc9020e022b0"
+git-tree-sha1 = "8ddb438e956891a63a5367d7fab61550fc720026"
 uuid = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7"
-version = "11.2.1"
+version = "11.2.6"
+
+    [deps.GPUArrays.extensions]
+    JLD2Ext = "JLD2"
+
+    [deps.GPUArrays.weakdeps]
+    JLD2 = "033835bb-8acc-5ee8-8aae-3f567f8a3819"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -2257,39 +2347,51 @@ version = "0.2.0"
 
 [[deps.GR]]
 deps = ["Artifacts", "Base64", "DelimitedFiles", "Downloads", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Preferences", "Printf", "Qt6Wayland_jll", "Random", "Serialization", "Sockets", "TOML", "Tar", "Test", "p7zip_jll"]
-git-tree-sha1 = "9bf00ba4c45867c86251a7fd4cb646dcbeb41bf0"
+git-tree-sha1 = "f52c27dd921390146624f3aab95f4e8614ad6531"
 uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
-version = "0.73.12"
+version = "0.73.18"
 
 [[deps.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 = "36d5430819123553bf31dfdceb3653ca7d9e62d7"
+git-tree-sha1 = "4b0406b866ea9fdbaf1148bc9c0b887e59f9af68"
 uuid = "d2c73de3-f751-5644-a686-071e5b155ba9"
-version = "0.73.12+0"
+version = "0.73.18+0"
+
+[[deps.GettextRuntime_jll]]
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Libiconv_jll"]
+git-tree-sha1 = "45288942190db7c5f760f59c04495064eedf9340"
+uuid = "b0724c58-0f36-5564-988d-3bb0596ebc4a"
+version = "0.22.4+0"
 
-[[deps.Gettext_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.Ghostscript_jll]]
+deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "38044a04637976140074d0b0621c1edf0eb531fd"
+uuid = "61579ee1-b43e-5ca0-a5da-69d92c66a64b"
+version = "9.55.1+0"
 
 [[deps.Glib_jll]]
-deps = ["Artifacts", "Gettext_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Zlib_jll"]
-git-tree-sha1 = "b0036b392358c80d2d2124746c2bf3d48d457938"
+deps = ["Artifacts", "GettextRuntime_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Zlib_jll"]
+git-tree-sha1 = "50c11ffab2a3d50192a228c313f05b5b5dc5acb2"
 uuid = "7746bdde-850d-59dc-9ae8-88ece973131d"
-version = "2.82.4+0"
+version = "2.86.0+0"
+
+[[deps.GracefulPkg]]
+deps = ["Compat", "Pkg", "TOML"]
+git-tree-sha1 = "9721d7ae22a51439656a73de721d973dbb9d3bad"
+uuid = "828d9ff0-206c-6161-646e-6576656f7244"
+version = "2.4.2"
 
 [[deps.Graphite2_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "01979f9b37367603e2848ea225918a3b3861b606"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "8a6dbda1fd736d60cc477d99f2e7a042acfa46e8"
 uuid = "3b182d85-2403-5c21-9c21-1e1f0cc25472"
-version = "1.3.14+1"
+version = "1.3.15+0"
 
 [[deps.GridInterpolations]]
 deps = ["LinearAlgebra", "Printf", "StaticArrays"]
-git-tree-sha1 = "e64e58d732c7c1f32575e2b057c0fb0f7f52e244"
+git-tree-sha1 = "6916860ab8162db1fd34c8e8027243dc3b3f12ea"
 uuid = "bb4c363b-b914-514b-8517-4eb369bc008a"
-version = "1.2.1"
+version = "1.3.0"
 
 [[deps.Grisu]]
 git-tree-sha1 = "53bb909d1151e57e2484c3d1b53e19552b887fb2"
@@ -2298,15 +2400,15 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "PrecompileTools", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "c67b33b085f6e2faf8bf79a61962e7339a81129c"
+git-tree-sha1 = "5e6fe50ae7f23d171f44e311c2960294aaa0beb5"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.15"
+version = "1.10.19"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll"]
-git-tree-sha1 = "55c53be97790242c29031e5cd45e8ac296dadda3"
+git-tree-sha1 = "f923f9a774fcf3f5cb761bfa43aeadd689714813"
 uuid = "2e76f6c2-a576-52d4-95c1-20adfe4de566"
-version = "8.5.0+0"
+version = "8.5.1+0"
 
 [[deps.HashArrayMappedTries]]
 git-tree-sha1 = "2eaa69a7cab70a52b9687c8bf950a5a93ec895ae"
@@ -2315,9 +2417,9 @@ version = "0.2.0"
 
 [[deps.HypergeometricFunctions]]
 deps = ["LinearAlgebra", "OpenLibm_jll", "SpecialFunctions"]
-git-tree-sha1 = "b1c2585431c382e3fe5805874bda6aea90a95de9"
+git-tree-sha1 = "68c173f4f449de5b438ee67ed0c9c748dc31a2ec"
 uuid = "34004b35-14d8-5ef3-9330-4cdb6864b03a"
-version = "0.3.25"
+version = "0.3.28"
 
 [[deps.Hyperscript]]
 deps = ["Test"]
@@ -2333,15 +2435,15 @@ version = "0.9.5"
 
 [[deps.IOCapture]]
 deps = ["Logging", "Random"]
-git-tree-sha1 = "b6d6bfdd7ce25b0f9b2f6b3dd56b2673a66c8770"
+git-tree-sha1 = "0ee181ec08df7d7c911901ea38baf16f755114dc"
 uuid = "b5f81e59-6552-4d32-b1f0-c071b021bf89"
-version = "0.2.5"
+version = "1.0.0"
 
 [[deps.IRTools]]
 deps = ["InteractiveUtils", "MacroTools"]
-git-tree-sha1 = "950c3717af761bc3ff906c2e8e52bd83390b6ec2"
+git-tree-sha1 = "57e9ce6cf68d0abf5cb6b3b4abf9bedf05c939c0"
 uuid = "7869d1d1-7146-5819-86e3-90919afe41df"
-version = "0.4.14"
+version = "0.4.15"
 
 [[deps.InteractiveUtils]]
 deps = ["Markdown"]
@@ -2353,11 +2455,13 @@ deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArr
 git-tree-sha1 = "88a101217d7cb38a7b481ccd50d21876e1d1b0e0"
 uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
 version = "0.15.1"
-weakdeps = ["Unitful"]
 
     [deps.Interpolations.extensions]
     InterpolationsUnitfulExt = "Unitful"
 
+    [deps.Interpolations.weakdeps]
+    Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"
+
 [[deps.IntervalArithmetic]]
 deps = ["CRlibm", "EnumX", "FastRounding", "LinearAlgebra", "Markdown", "Random", "RecipesBase", "RoundingEmulator", "SetRounding", "StaticArrays"]
 git-tree-sha1 = "f59e639916283c1d2e106d2b00910b50f4dab76c"
@@ -2365,9 +2469,9 @@ uuid = "d1acc4aa-44c8-5952-acd4-ba5d80a2a253"
 version = "0.21.2"
 
 [[deps.IrrationalConstants]]
-git-tree-sha1 = "630b497eafcc20001bba38a4651b327dcfc491d2"
+git-tree-sha1 = "b2d91fe939cae05960e760110b328288867b5758"
 uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
-version = "0.2.2"
+version = "0.2.6"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -2375,16 +2479,16 @@ uuid = "82899510-4779-5014-852e-03e436cf321d"
 version = "1.0.0"
 
 [[deps.JLFzf]]
-deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "71b48d857e86bf7a1838c4736545699974ce79a2"
+deps = ["REPL", "Random", "fzf_jll"]
+git-tree-sha1 = "82f7acdc599b65e0f8ccd270ffa1467c21cb647b"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.9"
+version = "0.1.11"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
-git-tree-sha1 = "a007feb38b422fbdab534406aeca1b86823cb4d6"
+git-tree-sha1 = "0533e564aae234aff59ab625543145446d8b6ec2"
 uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210"
-version = "1.7.0"
+version = "1.7.1"
 
 [[deps.JSON]]
 deps = ["Dates", "Mmap", "Parsers", "Unicode"]
@@ -2394,9 +2498,9 @@ version = "0.21.4"
 
 [[deps.JSON3]]
 deps = ["Dates", "Mmap", "Parsers", "PrecompileTools", "StructTypes", "UUIDs"]
-git-tree-sha1 = "1d322381ef7b087548321d3f878cb4c9bd8f8f9b"
+git-tree-sha1 = "411eccfe8aba0814ffa0fdf4860913ed09c34975"
 uuid = "0f8b85d8-7281-11e9-16c2-39a750bddbf1"
-version = "1.14.1"
+version = "1.14.3"
 
     [deps.JSON3.extensions]
     JSON3ArrowExt = ["ArrowTypes"]
@@ -2406,15 +2510,15 @@ version = "1.14.1"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "eac1206917768cb54957c65a615460d87b455fc1"
+git-tree-sha1 = "4255f0032eafd6451d707a51d5f0248b8a165e4d"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "3.1.1+0"
+version = "3.1.3+0"
 
 [[deps.JuMP]]
 deps = ["LinearAlgebra", "MacroTools", "MathOptInterface", "MutableArithmetics", "OrderedCollections", "PrecompileTools", "Printf", "SparseArrays"]
-git-tree-sha1 = "02b6e65736debc1f47b40b0f7d5dfa0217ee1f09"
+git-tree-sha1 = "d6ece925e8798b6f078731ab04ce82c5433b0d64"
 uuid = "4076af6c-e467-56ae-b986-b466b2749572"
-version = "1.23.6"
+version = "1.29.2"
 
     [deps.JuMP.extensions]
     JuMPDimensionalDataExt = "DimensionalData"
@@ -2422,11 +2526,16 @@ version = "1.23.6"
     [deps.JuMP.weakdeps]
     DimensionalData = "0703355e-b756-11e9-17c0-8b28908087d0"
 
+[[deps.JuliaSyntaxHighlighting]]
+deps = ["StyledStrings"]
+uuid = "ac6e5ff7-fb65-4e79-a425-ec3bc9c03011"
+version = "1.12.0"
+
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "MacroTools", "PrecompileTools", "Requires", "StaticArrays", "UUIDs"]
-git-tree-sha1 = "b9a838cd3028785ac23822cded5126b3da394d1a"
+git-tree-sha1 = "b5a371fcd1d989d844a4354127365611ae1e305f"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.31"
+version = "0.9.39"
 
     [deps.KernelAbstractions.extensions]
     EnzymeExt = "EnzymeCore"
@@ -2440,9 +2549,9 @@ version = "0.9.31"
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "170b660facf5df5de098d866564877e119141cbd"
+git-tree-sha1 = "059aabebaa7c82ccb853dd4a0ee9d17796f7e1bc"
 uuid = "c1c5ebd0-6772-5130-a774-d5fcae4a789d"
-version = "3.100.2+0"
+version = "3.100.3+0"
 
 [[deps.LERC_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -2452,9 +2561,9 @@ version = "4.0.1+0"
 
 [[deps.LLVM]]
 deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Unicode"]
-git-tree-sha1 = "d422dfd9707bec6617335dc2ea3c5172a87d5908"
+git-tree-sha1 = "ce8614210409eaa54ed5968f4b50aa96da7ae543"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "9.1.3"
+version = "9.4.4"
 
     [deps.LLVM.extensions]
     BFloat16sExt = "BFloat16s"
@@ -2464,15 +2573,24 @@ version = "9.1.3"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "05a8bd5a42309a9ec82f700876903abce1017dd3"
+git-tree-sha1 = "8e76807afb59ebb833e9b131ebf1a8c006510f33"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.34+0"
+version = "0.0.38+0"
 
 [[deps.LLVMOpenMP_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "78211fb6cbc872f77cad3fc0b6cf647d923f4929"
+git-tree-sha1 = "eb62a3deb62fc6d8822c0c4bef73e4412419c5d8"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "18.1.7+0"
+version = "18.1.8+0"
+
+[[deps.LRUCache]]
+git-tree-sha1 = "5519b95a490ff5fe629c4a7aa3b3dfc9160498b3"
+uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
+version = "1.6.2"
+weakdeps = ["Serialization"]
+
+    [deps.LRUCache.extensions]
+    SerializationExt = ["Serialization"]
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -2486,20 +2604,22 @@ uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
 version = "1.4.0"
 
 [[deps.Latexify]]
-deps = ["Format", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Requires"]
-git-tree-sha1 = "ce5f5621cac23a86011836badfedf664a612cee4"
+deps = ["Format", "Ghostscript_jll", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Requires"]
+git-tree-sha1 = "44f93c47f9cd6c7e431f2f2091fcba8f01cd7e8f"
 uuid = "23fbe1c1-3f47-55db-b15f-69d7ec21a316"
-version = "0.16.5"
+version = "0.16.10"
 
     [deps.Latexify.extensions]
     DataFramesExt = "DataFrames"
     SparseArraysExt = "SparseArrays"
     SymEngineExt = "SymEngine"
+    TectonicExt = "tectonic_jll"
 
     [deps.Latexify.weakdeps]
     DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
     SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
     SymEngine = "123dc426-2d89-5057-bbad-38513e3affd8"
+    tectonic_jll = "d7dd28d6-a5e6-559c-9131-7eb760cdacc5"
 
 [[deps.LazilyInitializedFields]]
 git-tree-sha1 = "0f2da712350b020bc3957f269c9caad516383ee0"
@@ -2513,9 +2633,9 @@ version = "1.11.0"
 
 [[deps.LazySets]]
 deps = ["Distributed", "GLPK", "IntervalArithmetic", "JuMP", "LinearAlgebra", "Random", "ReachabilityBase", "RecipesBase", "Reexport", "Requires", "SharedArrays", "SparseArrays", "StaticArraysCore"]
-git-tree-sha1 = "ae9b6a027c694b9e0bab91fc25d0b2808f1bf755"
+git-tree-sha1 = "acac6ec3e8945b48d1923bbe18f0ccb254afa91d"
 uuid = "b4f0291d-fe17-52bc-9479-3d1a343d9043"
-version = "3.0.0"
+version = "3.1.0"
 
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
@@ -2523,52 +2643,40 @@ 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", "OpenSSL_jll", "Zlib_jll", "nghttp2_jll"]
 uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0"
-version = "8.6.0+0"
+version = "8.15.0+0"
 
 [[deps.LibGit2]]
-deps = ["Base64", "LibGit2_jll", "NetworkOptions", "Printf", "SHA"]
+deps = ["LibGit2_jll", "NetworkOptions", "Printf", "SHA"]
 uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 version = "1.11.0"
 
 [[deps.LibGit2_jll]]
-deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll"]
+deps = ["Artifacts", "LibSSH2_jll", "Libdl", "OpenSSL_jll"]
 uuid = "e37daf67-58a4-590a-8e99-b0245dd2ffc5"
-version = "1.7.2+0"
+version = "1.9.0+0"
 
 [[deps.LibSSH2_jll]]
-deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
+deps = ["Artifacts", "Libdl", "OpenSSL_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.11.0+1"
+version = "1.11.3+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
 version = "1.11.0"
 
 [[deps.Libffi_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "27ecae93dd25ee0909666e6835051dd684cc035e"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "c8da7e6a91781c41a863611c7e966098d783c57a"
 uuid = "e9f186c6-92d2-5b65-8a66-fee21dc1b490"
-version = "3.2.2+2"
-
-[[deps.Libgcrypt_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgpg_error_jll"]
-git-tree-sha1 = "8be878062e0ffa2c3f67bb58a595375eda5de80b"
-uuid = "d4300ac3-e22c-5743-9152-c294e39db1e4"
-version = "1.11.0+0"
+version = "3.4.7+0"
 
 [[deps.Libglvnd_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll", "Xorg_libXext_jll"]
-git-tree-sha1 = "ff3b4b9d35de638936a525ecd36e86a8bb919d11"
+git-tree-sha1 = "d36c21b9e7c172a44a10484125024495e2625ac0"
 uuid = "7e76a0d4-f3c7-5321-8279-8d96eeed0f29"
-version = "1.7.0+0"
-
-[[deps.Libgpg_error_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "df37206100d39f79b3376afb6b9cee4970041c61"
-uuid = "7add5ba3-2f88-524e-9cd5-f83b8a55f7b8"
-version = "1.51.1+0"
+version = "1.7.1+1"
 
 [[deps.Libiconv_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -2578,32 +2686,32 @@ version = "1.18.0+0"
 
 [[deps.Libmount_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "89211ea35d9df5831fca5d33552c02bd33878419"
+git-tree-sha1 = "3acf07f130a76f87c041cfb2ff7d7284ca67b072"
 uuid = "4b2f31a3-9ecc-558c-b454-b3730dcb73e9"
-version = "2.40.3+0"
+version = "2.41.2+0"
 
 [[deps.Libtiff_jll]]
 deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "LERC_jll", "Libdl", "XZ_jll", "Zlib_jll", "Zstd_jll"]
-git-tree-sha1 = "4ab7581296671007fc33f07a721631b8855f4b1d"
+git-tree-sha1 = "f04133fe05eff1667d2054c53d59f9122383fe05"
 uuid = "89763e89-9b03-5906-acba-b20f662cd828"
-version = "4.7.1+0"
+version = "4.7.2+0"
 
 [[deps.Libuuid_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "e888ad02ce716b319e6bdb985d2ef300e7089889"
+git-tree-sha1 = "2a7a12fc0a4e7fb773450d17975322aa77142106"
 uuid = "38a345b3-de98-5d2b-a5d3-14cd9215e700"
-version = "2.40.3+0"
+version = "2.41.2+0"
 
 [[deps.LineSearches]]
 deps = ["LinearAlgebra", "NLSolversBase", "NaNMath", "Parameters", "Printf"]
-git-tree-sha1 = "e4c3be53733db1051cc15ecf573b1042b3a712a1"
+git-tree-sha1 = "4adee99b7262ad2a1a4bbbc59d993d24e55ea96f"
 uuid = "d3d80556-e9d4-5f37-9878-2ab0fcc64255"
-version = "7.3.0"
+version = "7.4.0"
 
 [[deps.LinearAlgebra]]
 deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"]
 uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
-version = "1.11.0"
+version = "1.12.0"
 
 [[deps.LogExpFunctions]]
 deps = ["DocStringExtensions", "IrrationalConstants", "LinearAlgebra"]
@@ -2627,42 +2735,42 @@ version = "1.11.0"
 
 [[deps.LoggingExtras]]
 deps = ["Dates", "Logging"]
-git-tree-sha1 = "f02b56007b064fbfddb4c9cd60161b6dd0f40df3"
+git-tree-sha1 = "f00544d95982ea270145636c181ceda21c4e2575"
 uuid = "e6f89c97-d47a-5376-807f-9c37f3926c36"
-version = "1.1.0"
+version = "1.2.0"
 
 [[deps.MIMEs]]
-git-tree-sha1 = "65f28ad4b594aebe22157d6fac869786a255b7eb"
+git-tree-sha1 = "c64d943587f7187e751162b3b84445bbbd79f691"
 uuid = "6c6e2e6c-3030-632d-7369-2d6c69616d65"
-version = "0.1.4"
+version = "1.1.0"
 
 [[deps.MacroTools]]
-git-tree-sha1 = "72aebe0b5051e5143a079a4685a46da330a40472"
+git-tree-sha1 = "1e0228a030642014fe5cfe68c2c0a818f9e3f522"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.15"
+version = "0.5.16"
 
 [[deps.Malt]]
 deps = ["Distributed", "Logging", "RelocatableFolders", "Serialization", "Sockets"]
-git-tree-sha1 = "02a728ada9d6caae583a0f87c1dd3844f99ec3fd"
+git-tree-sha1 = "21ab3240653e26c8d54c1389779e260a48174be3"
 uuid = "36869731-bdee-424d-aa32-cab38c994e3b"
-version = "1.1.2"
+version = "1.3.0"
 
 [[deps.Markdown]]
-deps = ["Base64"]
+deps = ["Base64", "JuliaSyntaxHighlighting", "StyledStrings"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 version = "1.11.0"
 
 [[deps.MarkdownLiteral]]
 deps = ["CommonMark", "HypertextLiteral"]
-git-tree-sha1 = "0d3fa2dd374934b62ee16a4721fe68c418b92899"
+git-tree-sha1 = "f7d73634acd573bf3489df1ee0d270a5d6d3a7a3"
 uuid = "736d6165-7244-6769-4267-6b50796e6954"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.MathOptInterface]]
-deps = ["BenchmarkTools", "CodecBzip2", "CodecZlib", "DataStructures", "ForwardDiff", "JSON3", "LinearAlgebra", "MutableArithmetics", "NaNMath", "OrderedCollections", "PrecompileTools", "Printf", "SparseArrays", "SpecialFunctions", "Test", "Unicode"]
-git-tree-sha1 = "f346e3b50c8bb62b7a5c4961ebdbaef65d1ce1e2"
+deps = ["BenchmarkTools", "CodecBzip2", "CodecZlib", "DataStructures", "ForwardDiff", "JSON3", "LinearAlgebra", "MutableArithmetics", "NaNMath", "OrderedCollections", "PrecompileTools", "Printf", "SparseArrays", "SpecialFunctions", "Test"]
+git-tree-sha1 = "a2cbab4256690aee457d136752c404e001f27768"
 uuid = "b8f27783-ece8-5eb3-8dc8-9495eed66fee"
-version = "1.35.1"
+version = "1.46.0"
 
 [[deps.MbedTLS]]
 deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
@@ -2671,14 +2779,15 @@ uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
 version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
-deps = ["Artifacts", "Libdl"]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "3cce3511ca2c6f87b19c34ffc623417ed2798cbd"
 uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
-version = "2.28.6+0"
+version = "2.28.10+0"
 
 [[deps.Measures]]
-git-tree-sha1 = "c13304c81eec1ed3af7fc20e75fb6b26092a1102"
+git-tree-sha1 = "b513cedd20d9c914783d8ad83d08120702bf2c77"
 uuid = "442fdcdd-2543-5da2-b0f3-8c86c306513e"
-version = "0.3.2"
+version = "0.3.3"
 
 [[deps.Missings]]
 deps = ["DataAPI"]
@@ -2692,7 +2801,7 @@ version = "1.11.0"
 
 [[deps.MozillaCACerts_jll]]
 uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
-version = "2023.12.12"
+version = "2025.5.20"
 
 [[deps.MsgPack]]
 deps = ["Serialization"]
@@ -2702,62 +2811,61 @@ version = "1.2.1"
 
 [[deps.MutableArithmetics]]
 deps = ["LinearAlgebra", "SparseArrays", "Test"]
-git-tree-sha1 = "43122df26d27424b23577d59e2d8020f28386516"
+git-tree-sha1 = "22df8573f8e7c593ac205455ca088989d0a2c7a0"
 uuid = "d8a4904e-b15c-11e9-3269-09a3773c0cb0"
-version = "1.6.2"
+version = "1.6.7"
 
 [[deps.NLSolversBase]]
-deps = ["DiffResults", "Distributed", "FiniteDiff", "ForwardDiff"]
-git-tree-sha1 = "a0b464d183da839699f4c79e7606d9d186ec172c"
+deps = ["ADTypes", "DifferentiationInterface", "Distributed", "FiniteDiff", "ForwardDiff"]
+git-tree-sha1 = "25a6638571a902ecfb1ae2a18fc1575f86b1d4df"
 uuid = "d41bc354-129a-5804-8e4c-c37616107c6c"
-version = "7.8.3"
+version = "7.10.0"
 
 [[deps.NaNMath]]
 deps = ["OpenLibm_jll"]
-git-tree-sha1 = "030ea22804ef91648f29b7ad3fc15fa49d0e6e71"
+git-tree-sha1 = "9b8215b1ee9e78a293f99797cd31375471b2bcae"
 uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
-version = "1.0.3"
+version = "1.1.3"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
-version = "1.2.0"
+version = "1.3.0"
 
 [[deps.OffsetArrays]]
-git-tree-sha1 = "5e1897147d1ff8d98883cda2be2187dcf57d8f0c"
+git-tree-sha1 = "117432e406b5c023f665fa73dc26e79ec3630151"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.15.0"
+version = "1.17.0"
 weakdeps = ["Adapt"]
 
     [deps.OffsetArrays.extensions]
     OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "887579a3eb005446d514ab7aeac5d1d027658b8f"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "b6aa4566bb7ae78498a5e68943863fa8b5231b59"
 uuid = "e7412a2a-1a6e-54c0-be00-318e2571c051"
-version = "1.3.5+1"
+version = "1.3.6+0"
 
 [[deps.OpenBLAS_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
 uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
-version = "0.3.27+1"
+version = "0.3.29+0"
 
 [[deps.OpenLibm_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "05823500-19ac-5b8b-9628-191a04bc5112"
-version = "0.8.1+2"
+version = "0.8.7+0"
 
 [[deps.OpenSSL]]
-deps = ["BitFlags", "Dates", "MozillaCACerts_jll", "OpenSSL_jll", "Sockets"]
-git-tree-sha1 = "38cb508d080d21dc1128f7fb04f20387ed4c0af4"
+deps = ["BitFlags", "Dates", "MozillaCACerts_jll", "NetworkOptions", "OpenSSL_jll", "Sockets"]
+git-tree-sha1 = "386b47442468acfb1add94bf2d85365dea10cbab"
 uuid = "4d8831e6-92b7-49fb-bdf8-b643e874388c"
-version = "1.4.3"
+version = "1.6.0"
 
 [[deps.OpenSSL_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "7493f61f55a6cce7325f197443aa80d32554ba10"
+deps = ["Artifacts", "Libdl"]
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "3.0.15+3"
+version = "3.5.4+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl"]
@@ -2766,10 +2874,10 @@ uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e"
 version = "0.5.6+0"
 
 [[deps.Optim]]
-deps = ["Compat", "FillArrays", "ForwardDiff", "LineSearches", "LinearAlgebra", "NLSolversBase", "NaNMath", "Parameters", "PositiveFactorizations", "Printf", "SparseArrays", "StatsBase"]
-git-tree-sha1 = "ab7edad78cdef22099f43c54ef77ac63c2c9cc64"
+deps = ["Compat", "EnumX", "FillArrays", "ForwardDiff", "LineSearches", "LinearAlgebra", "NLSolversBase", "NaNMath", "PositiveFactorizations", "Printf", "SparseArrays", "StatsBase"]
+git-tree-sha1 = "61942645c38dd2b5b78e2082c9b51ab315315d10"
 uuid = "429524aa-4258-5aef-a3af-852621145aeb"
-version = "1.10.0"
+version = "1.13.2"
 weakdeps = ["MathOptInterface"]
 
     [deps.Optim.extensions]
@@ -2777,31 +2885,35 @@ weakdeps = ["MathOptInterface"]
 
 [[deps.Opus_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6703a85cb3781bd5909d48730a67205f3f31a575"
+git-tree-sha1 = "c392fc5dd032381919e3b22dd32d6443760ce7ea"
 uuid = "91d4177d-7536-5919-b921-800302f37372"
-version = "1.3.3+0"
+version = "1.5.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "12f1439c4f986bb868acda6ea33ebc78e19b95ad"
+git-tree-sha1 = "05868e21324cede2207c6f0f466b4bfef6d5e7ee"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.7.0"
+version = "1.8.1"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "efcefdf7-47ab-520b-bdef-62a2eaa19f15"
-version = "10.42.0+1"
+version = "10.44.0+1"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "966b85253e959ea89c53a9abebbf2e964fbf593b"
+git-tree-sha1 = "d922b4d80d1e12c658da7785e754f4796cc1d60d"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.32"
+version = "0.11.36"
+weakdeps = ["StatsBase"]
+
+    [deps.PDMats.extensions]
+    StatsBaseExt = "StatsBase"
 
 [[deps.Pango_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "FriBidi_jll", "Glib_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "ed6834e95bd326c52d5675b4181386dfbe885afb"
+git-tree-sha1 = "0662b083e11420952f2e62e17eddae7fc07d5997"
 uuid = "36c8627f-9965-5494-a995-c6b170f724f3"
-version = "1.55.5+0"
+version = "1.57.0+0"
 
 [[deps.Parameters]]
 deps = ["OrderedCollections", "UnPack"]
@@ -2811,25 +2923,20 @@ version = "0.12.3"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
+git-tree-sha1 = "7d2f8f21da5db6a806faf7b9b292296da42b2810"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.8.1"
-
-[[deps.Pipe]]
-git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
-uuid = "b98c9c47-44ae-5843-9183-064241ee97a0"
-version = "1.3.0"
+version = "2.8.3"
 
 [[deps.Pixman_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LLVMOpenMP_jll", "Libdl"]
-git-tree-sha1 = "35621f10a7531bc8fa58f74610b1bfb70a3cfc6b"
+git-tree-sha1 = "db76b1ecd5e9715f3d043cec13b2ec93ce015d53"
 uuid = "30392449-352a-5448-841d-b1acce4e97dc"
-version = "0.43.4+0"
+version = "0.44.2+0"
 
 [[deps.Pkg]]
 deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "Random", "SHA", "TOML", "Tar", "UUIDs", "p7zip_jll"]
 uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
-version = "1.11.0"
+version = "1.12.0"
 weakdeps = ["REPL"]
 
     [deps.Pkg.extensions]
@@ -2843,15 +2950,15 @@ version = "3.3.0"
 
 [[deps.PlotUtils]]
 deps = ["ColorSchemes", "Colors", "Dates", "PrecompileTools", "Printf", "Random", "Reexport", "StableRNGs", "Statistics"]
-git-tree-sha1 = "3ca9a356cd2e113c420f2c13bea19f8d3fb1cb18"
+git-tree-sha1 = "26ca162858917496748aad52bb5d3be4d26a228a"
 uuid = "995b91a9-d308-5afd-9ec6-746e21dbc043"
-version = "1.4.3"
+version = "1.4.4"
 
 [[deps.Plots]]
-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", "TOML", "UUIDs", "UnicodeFun", "UnitfulLatexify", "Unzip"]
-git-tree-sha1 = "dae01f8c2e069a683d3a6e17bbae5070ab94786f"
+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", "TOML", "UUIDs", "UnicodeFun", "Unzip"]
+git-tree-sha1 = "12ce661880f8e309569074a61d3767e5756a199f"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
-version = "1.40.9"
+version = "1.41.1"
 
     [deps.Plots.extensions]
     FileIOExt = "FileIO"
@@ -2868,22 +2975,22 @@ version = "1.40.9"
     Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"
 
 [[deps.Pluto]]
-deps = ["Base64", "Configurations", "Dates", "Downloads", "ExpressionExplorer", "FileWatching", "FuzzyCompletions", "HTTP", "HypertextLiteral", "InteractiveUtils", "Logging", "LoggingExtras", "MIMEs", "Malt", "Markdown", "MsgPack", "Pkg", "PlutoDependencyExplorer", "PrecompileSignatures", "PrecompileTools", "REPL", "RegistryInstances", "RelocatableFolders", "Scratch", "Sockets", "TOML", "Tables", "URIs", "UUIDs"]
-git-tree-sha1 = "b5509a2e4d4c189da505b780e3f447d1e38a0350"
+deps = ["Base64", "Configurations", "Dates", "Downloads", "ExpressionExplorer", "FileWatching", "GracefulPkg", "HTTP", "HypertextLiteral", "InteractiveUtils", "LRUCache", "Logging", "LoggingExtras", "MIMEs", "Malt", "Markdown", "MsgPack", "Pkg", "PlutoDependencyExplorer", "PrecompileSignatures", "PrecompileTools", "REPL", "Random", "RegistryInstances", "RelocatableFolders", "SHA", "Scratch", "Sockets", "TOML", "Tables", "URIs", "UUIDs"]
+git-tree-sha1 = "91424262b8490c197b4d4451afd1ab9e412399fc"
 uuid = "c3e4b0f8-55cb-11ea-2926-15256bba5781"
-version = "0.20.4"
+version = "0.20.21"
 
 [[deps.PlutoDependencyExplorer]]
 deps = ["ExpressionExplorer", "InteractiveUtils", "Markdown"]
-git-tree-sha1 = "e0864c15334d2c4bac8137ce3359f1174565e719"
+git-tree-sha1 = "c3e5073a977b1c58b2d55c1ec187c3737e64e6af"
 uuid = "72656b73-756c-7461-726b-72656b6b696b"
-version = "1.2.0"
+version = "1.2.2"
 
 [[deps.PlutoUI]]
-deps = ["AbstractPlutoDingetjes", "Base64", "ColorTypes", "Dates", "FixedPointNumbers", "Hyperscript", "HypertextLiteral", "IOCapture", "InteractiveUtils", "JSON", "Logging", "MIMEs", "Markdown", "Random", "Reexport", "URIs", "UUIDs"]
-git-tree-sha1 = "eba4810d5e6a01f612b948c9fa94f905b49087b0"
+deps = ["AbstractPlutoDingetjes", "Base64", "ColorTypes", "Dates", "Downloads", "FixedPointNumbers", "Hyperscript", "HypertextLiteral", "IOCapture", "InteractiveUtils", "JSON", "Logging", "MIMEs", "Markdown", "Random", "Reexport", "URIs", "UUIDs"]
+git-tree-sha1 = "3faff84e6f97a7f18e0dd24373daa229fd358db5"
 uuid = "7f904dfe-b85e-4ff6-b463-dae2292396a8"
-version = "0.7.60"
+version = "0.7.73"
 
 [[deps.PositiveFactorizations]]
 deps = ["LinearAlgebra"]
@@ -2898,15 +3005,15 @@ version = "3.0.3"
 
 [[deps.PrecompileTools]]
 deps = ["Preferences"]
-git-tree-sha1 = "5aa36f7049a63a1528fe8f7c3f2113413ffd4e1f"
+git-tree-sha1 = "07a921781cab75691315adc645096ed5e370cb77"
 uuid = "aea7be01-6a6a-4083-8856-8a6e6704d82a"
-version = "1.2.1"
+version = "1.3.3"
 
 [[deps.Preferences]]
 deps = ["TOML"]
-git-tree-sha1 = "9306f6085165d270f7e3db02af26a400d580f5c6"
+git-tree-sha1 = "0f27480397253da18fe2c12a4ba4eb9eb208bf3d"
 uuid = "21216c6a-2e73-6563-6e65-726566657250"
-version = "1.4.3"
+version = "1.5.0"
 
 [[deps.Printf]]
 deps = ["Unicode"]
@@ -2914,14 +3021,15 @@ uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
 version = "1.11.0"
 
 [[deps.Profile]]
+deps = ["StyledStrings"]
 uuid = "9abbd945-dff8-562f-b5e8-e1ebf5ef1b79"
 version = "1.11.0"
 
 [[deps.ProgressLogging]]
 deps = ["Logging", "SHA", "UUIDs"]
-git-tree-sha1 = "80d919dee55b9c50e8d9e2da5eeafff3fe58b539"
+git-tree-sha1 = "d95ed0324b0799843ac6f7a6a85e65fe4e5173f0"
 uuid = "33c8b6b6-d38a-422a-b730-caa89a2f386c"
-version = "0.1.4"
+version = "0.1.5"
 
 [[deps.PtrArrays]]
 git-tree-sha1 = "1d36ef11a9aaf1e8b74dacc6a731dd1de8fd493d"
@@ -2930,33 +3038,33 @@ version = "1.3.0"
 
 [[deps.Qt6Base_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Fontconfig_jll", "Glib_jll", "JLLWrappers", "Libdl", "Libglvnd_jll", "OpenSSL_jll", "Vulkan_Loader_jll", "Xorg_libSM_jll", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Xorg_libxcb_jll", "Xorg_xcb_util_cursor_jll", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_keysyms_jll", "Xorg_xcb_util_renderutil_jll", "Xorg_xcb_util_wm_jll", "Zlib_jll", "libinput_jll", "xkbcommon_jll"]
-git-tree-sha1 = "492601870742dcd38f233b23c3ec629628c1d724"
+git-tree-sha1 = "34f7e5d2861083ec7596af8b8c092531facf2192"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.7.1+1"
+version = "6.8.2+2"
 
 [[deps.Qt6Declarative_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Qt6Base_jll", "Qt6ShaderTools_jll"]
-git-tree-sha1 = "e5dd466bf2569fe08c91a2cc29c1003f4797ac3b"
+git-tree-sha1 = "da7adf145cce0d44e892626e647f9dcbe9cb3e10"
 uuid = "629bc702-f1f5-5709-abd5-49b8460ea067"
-version = "6.7.1+2"
+version = "6.8.2+1"
 
 [[deps.Qt6ShaderTools_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Qt6Base_jll"]
-git-tree-sha1 = "1a180aeced866700d4bebc3120ea1451201f16bc"
+git-tree-sha1 = "9eca9fc3fe515d619ce004c83c31ffd3f85c7ccf"
 uuid = "ce943373-25bb-56aa-8eca-768745ed7b5a"
-version = "6.7.1+1"
+version = "6.8.2+1"
 
 [[deps.Qt6Wayland_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Qt6Base_jll", "Qt6Declarative_jll"]
-git-tree-sha1 = "729927532d48cf79f49070341e1d918a65aba6b0"
+git-tree-sha1 = "8f528b0851b5b7025032818eb5abbeb8a736f853"
 uuid = "e99dba38-086e-5de3-a5b1-6e4c66e897c3"
-version = "6.7.1+1"
+version = "6.8.2+2"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
-git-tree-sha1 = "cda3b045cf9ef07a08ad46731f5a3165e56cf3da"
+git-tree-sha1 = "9da16da70037ba9d701192e27befedefb91ec284"
 uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
-version = "2.11.1"
+version = "2.11.2"
 
     [deps.QuadGK.extensions]
     QuadGKEnzymeExt = "Enzyme"
@@ -2965,7 +3073,7 @@ version = "2.11.1"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
 
 [[deps.REPL]]
-deps = ["InteractiveUtils", "Markdown", "Sockets", "StyledStrings", "Unicode"]
+deps = ["InteractiveUtils", "JuliaSyntaxHighlighting", "Markdown", "Sockets", "StyledStrings", "Unicode"]
 uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
 version = "1.11.0"
 
@@ -2986,9 +3094,9 @@ weakdeps = ["FixedPointNumbers"]
 
 [[deps.ReachabilityBase]]
 deps = ["ExprTools", "InteractiveUtils", "LinearAlgebra", "Random", "Requires", "SparseArrays"]
-git-tree-sha1 = "d28da1989cc21fcf57611f928061de5e8f27dc5c"
+git-tree-sha1 = "0a8aab328cb42e6a928e37c66d5081f6dd810159"
 uuid = "379f33d0-9447-4353-bd03-d664070e549f"
-version = "0.3.3"
+version = "0.3.5"
 
 [[deps.RealDot]]
 deps = ["LinearAlgebra"]
@@ -3027,21 +3135,21 @@ version = "1.0.1"
 
 [[deps.Requires]]
 deps = ["UUIDs"]
-git-tree-sha1 = "838a3a4188e2ded87a4f9f184b4b0d78a1e91cb7"
+git-tree-sha1 = "62389eeff14780bfe55195b7204c0d8738436d64"
 uuid = "ae029012-a4dd-5104-9daa-d747884805df"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.ReverseDiff]]
 deps = ["ChainRulesCore", "DiffResults", "DiffRules", "ForwardDiff", "FunctionWrappers", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NaNMath", "Random", "SpecialFunctions", "StaticArrays", "Statistics"]
-git-tree-sha1 = "cc6cd622481ea366bb9067859446a8b01d92b468"
+git-tree-sha1 = "3ab8eee3620451b09f0272c271875b4bc02146d9"
 uuid = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
-version = "1.15.3"
+version = "1.16.1"
 
 [[deps.Rmath]]
 deps = ["Random", "Rmath_jll"]
-git-tree-sha1 = "852bd0f55565a9e973fcfee83a84413270224dc4"
+git-tree-sha1 = "5b3d50eb374cea306873b371d3f8d3915a018f0b"
 uuid = "79098fc4-a85e-5d69-aa6a-4863f24498fa"
-version = "0.8.0"
+version = "0.9.0"
 
 [[deps.Rmath_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -3060,15 +3168,15 @@ version = "0.7.0"
 
 [[deps.ScopedValues]]
 deps = ["HashArrayMappedTries", "Logging"]
-git-tree-sha1 = "1147f140b4c8ddab224c94efa9569fc23d63ab44"
+git-tree-sha1 = "c3b2323466378a2ba15bea4b2f73b081e022f473"
 uuid = "7e506255-f358-4e82-b7e4-beb19740aa63"
-version = "1.3.0"
+version = "1.5.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
+git-tree-sha1 = "9b81b8393e50b7d4e6d0a9f14e192294d3b7c109"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.1"
+version = "1.3.0"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -3081,9 +3189,9 @@ version = "0.2.1"
 
 [[deps.Setfield]]
 deps = ["ConstructionBase", "Future", "MacroTools", "StaticArraysCore"]
-git-tree-sha1 = "e2cc6d8c88613c05e1defb55170bf5ff211fbeac"
+git-tree-sha1 = "c5391c6ace3bc430ca630251d02ea9687169ca68"
 uuid = "efcf1570-3423-57d1-acb7-fd33fddbac46"
-version = "1.1.1"
+version = "1.1.2"
 
 [[deps.SharedArrays]]
 deps = ["Distributed", "Mmap", "Random", "Serialization"]
@@ -3113,14 +3221,14 @@ version = "1.11.0"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "66e0a8e672a0bdfca2c3f5937efb8538b9ddc085"
+git-tree-sha1 = "64d974c2e6fdf07f8155b5b2ca2ffa9069b608d9"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.2.1"
+version = "1.2.2"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
 uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
-version = "1.11.0"
+version = "1.12.0"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
@@ -3130,9 +3238,9 @@ version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
-git-tree-sha1 = "64cca0c26b4f31ba18f13f6c12af7c85f478cfde"
+git-tree-sha1 = "f2685b435df2613e25fc10ad8c26dddb8640f547"
 uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
-version = "2.5.0"
+version = "2.6.1"
 weakdeps = ["ChainRulesCore"]
 
     [deps.SpecialFunctions.extensions]
@@ -3140,21 +3248,21 @@ weakdeps = ["ChainRulesCore"]
 
 [[deps.StableRNGs]]
 deps = ["Random"]
-git-tree-sha1 = "83e6cce8324d49dfaf9ef059227f91ed4441a8e5"
+git-tree-sha1 = "4f96c596b8c8258cc7d3b19797854d368f243ddc"
 uuid = "860ef19b-820b-49d6-a774-d7a799459cd3"
-version = "1.0.2"
+version = "1.0.4"
 
 [[deps.StanfordAA228V]]
 deps = ["AbstractPlutoDingetjes", "BSON", "Base64", "Distances", "Distributions", "Downloads", "ForwardDiff", "GridInterpolations", "Interpolations", "LazySets", "LinearAlgebra", "Markdown", "Optim", "Parameters", "Pkg", "Plots", "Pluto", "PlutoUI", "ProgressLogging", "Random", "SignalTemporalLogic", "Statistics", "TOML"]
-git-tree-sha1 = "f981afcdd7bdea2601b181fb044001680cca8247"
+git-tree-sha1 = "6fbdc3d82618f9392a8e1291c206d4b311310380"
 uuid = "6f6e590e-f8c2-4a21-9268-94576b9fb3b1"
-version = "0.1.23"
+version = "0.1.28"
 
 [[deps.StaticArrays]]
 deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
-git-tree-sha1 = "47091a0340a675c738b1304b58161f3b0839d454"
+git-tree-sha1 = "b8693004b385c842357406e3af647701fe783f98"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.9.10"
+version = "1.9.15"
 weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
@@ -3162,9 +3270,9 @@ weakdeps = ["ChainRulesCore", "Statistics"]
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
-git-tree-sha1 = "192954ef1208c7019899fbf8049e717f92959682"
+git-tree-sha1 = "6ab403037779dae8c514bad259f32a447262455a"
 uuid = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
-version = "1.4.3"
+version = "1.4.4"
 
 [[deps.Statistics]]
 deps = ["LinearAlgebra"]
@@ -3178,21 +3286,21 @@ weakdeps = ["SparseArrays"]
 
 [[deps.StatsAPI]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "1ff449ad350c9c4cbc756624d6f8a8c3ef56d3ed"
+git-tree-sha1 = "9d72a13a3f4dd3795a195ac5a44d7d6ff5f552ff"
 uuid = "82ae8749-77ed-4fe6-ae5f-f523153014b0"
-version = "1.7.0"
+version = "1.7.1"
 
 [[deps.StatsBase]]
 deps = ["AliasTables", "DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
-git-tree-sha1 = "29321314c920c26684834965ec2ce0dacc9cf8e5"
+git-tree-sha1 = "064b532283c97daae49e544bb9cb413c26511f8c"
 uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
-version = "0.34.4"
+version = "0.34.8"
 
 [[deps.StatsFuns]]
 deps = ["HypergeometricFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
-git-tree-sha1 = "b423576adc27097764a90e163157bcfc9acf0f46"
+git-tree-sha1 = "91f091a8716a6bb38417a6e6f274602a19aaa685"
 uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
-version = "1.3.2"
+version = "1.5.2"
 
     [deps.StatsFuns.extensions]
     StatsFunsChainRulesCoreExt = "ChainRulesCore"
@@ -3204,9 +3312,9 @@ version = "1.3.2"
 
 [[deps.StructArrays]]
 deps = ["ConstructionBase", "DataAPI", "Tables"]
-git-tree-sha1 = "5a3a31c41e15a1e042d60f2f4942adccba05d3c9"
+git-tree-sha1 = "a2c37d815bf00575332b7bd0389f771cb7987214"
 uuid = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
-version = "0.7.0"
+version = "0.7.2"
 weakdeps = ["Adapt", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "SparseArrays", "StaticArrays"]
 
     [deps.StructArrays.extensions]
@@ -3233,7 +3341,7 @@ uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"
 [[deps.SuiteSparse_jll]]
 deps = ["Artifacts", "Libdl", "libblastrampoline_jll"]
 uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
-version = "7.7.0+0"
+version = "7.8.3+2"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -3248,9 +3356,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "598cd7c1f68d1e205689b1c2fe65a9f85846f297"
+git-tree-sha1 = "f2c1efbc8f3a609aadf318094f8fc5204bdaf344"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.12.0"
+version = "1.12.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -3274,14 +3382,14 @@ uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
 version = "0.11.3"
 
 [[deps.Tricks]]
-git-tree-sha1 = "6cae795a5a9313bbb4f60683f7263318fc7d1505"
+git-tree-sha1 = "311349fd1c93a31f783f977a71e8b062a57d4101"
 uuid = "410a4b4d-49e4-4fbc-ab6d-cb71b17b3775"
-version = "0.1.10"
+version = "0.1.13"
 
 [[deps.URIs]]
-git-tree-sha1 = "67db6cc7b3821e19ebe75791a9dd19c9b1188f2b"
+git-tree-sha1 = "bef26fb046d031353ef97a82e3fdb6afe7f21b1a"
 uuid = "5c2747f8-b7ea-4ff2-ba2e-563bfd36b1d4"
-version = "1.5.1"
+version = "1.6.1"
 
 [[deps.UUIDs]]
 deps = ["Random", "SHA"]
@@ -3303,26 +3411,6 @@ git-tree-sha1 = "53915e50200959667e78a92a418594b428dffddf"
 uuid = "1cfade01-22cf-5700-b092-accc4b62d6e1"
 version = "0.4.1"
 
-[[deps.Unitful]]
-deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "c0667a8e676c53d390a09dc6870b3d8d6650e2bf"
-uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.22.0"
-
-    [deps.Unitful.extensions]
-    ConstructionBaseUnitfulExt = "ConstructionBase"
-    InverseFunctionsUnitfulExt = "InverseFunctions"
-
-    [deps.Unitful.weakdeps]
-    ConstructionBase = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
-    InverseFunctions = "3587e190-3f89-42d0-90ee-14403ec27112"
-
-[[deps.UnitfulLatexify]]
-deps = ["LaTeXStrings", "Latexify", "Unitful"]
-git-tree-sha1 = "975c354fcd5f7e1ddcc1f1a23e6e091d99e99bc8"
-uuid = "45397f5d-5981-4c77-b2b3-fc36d6e9b728"
-version = "1.6.4"
-
 [[deps.UnsafeAtomics]]
 git-tree-sha1 = "b13c4edda90890e5b04ba24e20a310fbe6f249ff"
 uuid = "013be700-e6cd-48c3-b4a1-df204f14c38f"
@@ -3344,16 +3432,10 @@ uuid = "a44049a8-05dd-5a78-86c9-5fde0876e88c"
 version = "1.3.243+0"
 
 [[deps.Wayland_jll]]
-deps = ["Artifacts", "EpollShim_jll", "Expat_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg", "XML2_jll"]
-git-tree-sha1 = "85c7811eddec9e7f22615371c3cc81a504c508ee"
+deps = ["Artifacts", "EpollShim_jll", "Expat_jll", "JLLWrappers", "Libdl", "Libffi_jll"]
+git-tree-sha1 = "96478df35bbc2f3e1e791bc7a3d0eeee559e60e9"
 uuid = "a2964d1f-97da-50d4-b82a-358c7fce9d89"
-version = "1.21.0+2"
-
-[[deps.Wayland_protocols_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "5db3e9d307d32baba7067b13fc7b5aa6edd4a19a"
-uuid = "2381bf8a-dfd0-557d-9999-79630e7b1b91"
-version = "1.36.0+0"
+version = "1.24.0+0"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
@@ -3361,184 +3443,166 @@ git-tree-sha1 = "c1a7aa6219628fcd757dede0ca95e245c5cd9511"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
 version = "1.0.0"
 
-[[deps.XML2_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "a2fccc6559132927d4c5dc183e3e01048c6dcbd6"
-uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.13.5+0"
-
-[[deps.XSLT_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "XML2_jll", "Zlib_jll"]
-git-tree-sha1 = "7d1671acbe47ac88e981868a078bd6b4e27c5191"
-uuid = "aed1982a-8fda-507f-9586-7b0439959a61"
-version = "1.1.42+0"
-
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "beef98d5aad604d9e7d60b2ece5181f7888e2fd6"
+git-tree-sha1 = "fee71455b0aaa3440dfdd54a9a36ccef829be7d4"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.6.4+0"
+version = "5.8.1+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "326b4fea307b0b39892b3e85fa451692eda8d46c"
+git-tree-sha1 = "a3ea76ee3f4facd7a64684f9af25310825ee3668"
 uuid = "f67eecfb-183a-506d-b269-f58e52b52d7c"
-version = "1.1.1+0"
+version = "1.1.2+0"
 
 [[deps.Xorg_libSM_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libICE_jll"]
-git-tree-sha1 = "3796722887072218eabafb494a13c963209754ce"
+git-tree-sha1 = "9c7ad99c629a44f81e7799eb05ec2746abb5d588"
 uuid = "c834827a-8449-5923-a945-d239c165b7dd"
-version = "1.2.4+0"
+version = "1.2.6+0"
 
 [[deps.Xorg_libX11_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxcb_jll", "Xorg_xtrans_jll"]
-git-tree-sha1 = "9dafcee1d24c4f024e7edc92603cedba72118283"
+git-tree-sha1 = "b5899b25d17bf1889d25906fb9deed5da0c15b3b"
 uuid = "4f6342f7-b3d2-589e-9d20-edeb45f2b2bc"
-version = "1.8.6+3"
+version = "1.8.12+0"
 
 [[deps.Xorg_libXau_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "e9216fdcd8514b7072b43653874fd688e4c6c003"
+git-tree-sha1 = "aa1261ebbac3ccc8d16558ae6799524c450ed16b"
 uuid = "0c0b7dd1-d40b-584c-a123-a41640f87eec"
-version = "1.0.12+0"
+version = "1.0.13+0"
 
 [[deps.Xorg_libXcursor_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libXfixes_jll", "Xorg_libXrender_jll"]
-git-tree-sha1 = "807c226eaf3651e7b2c468f687ac788291f9a89b"
+git-tree-sha1 = "6c74ca84bbabc18c4547014765d194ff0b4dc9da"
 uuid = "935fb764-8cf2-53bf-bb30-45bb1f8bf724"
-version = "1.2.3+0"
+version = "1.2.4+0"
 
 [[deps.Xorg_libXdmcp_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "89799ae67c17caa5b3b5a19b8469eeee474377db"
+git-tree-sha1 = "52858d64353db33a56e13c341d7bf44cd0d7b309"
 uuid = "a3789734-cfe1-5b06-b2d0-1dd0d9d62d05"
-version = "1.1.5+0"
+version = "1.1.6+0"
 
 [[deps.Xorg_libXext_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
-git-tree-sha1 = "d7155fea91a4123ef59f42c4afb5ab3b4ca95058"
+git-tree-sha1 = "a4c0ee07ad36bf8bbce1c3bb52d21fb1e0b987fb"
 uuid = "1082639a-0dae-5f34-9b06-72781eeb8cb3"
-version = "1.3.6+3"
+version = "1.3.7+0"
 
 [[deps.Xorg_libXfixes_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
-git-tree-sha1 = "6fcc21d5aea1a0b7cce6cab3e62246abd1949b86"
+git-tree-sha1 = "75e00946e43621e09d431d9b95818ee751e6b2ef"
 uuid = "d091e8ba-531a-589c-9de9-94069b037ed8"
-version = "6.0.0+0"
+version = "6.0.2+0"
 
 [[deps.Xorg_libXi_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libXext_jll", "Xorg_libXfixes_jll"]
-git-tree-sha1 = "984b313b049c89739075b8e2a94407076de17449"
+git-tree-sha1 = "a376af5c7ae60d29825164db40787f15c80c7c54"
 uuid = "a51aa0fd-4e3c-5386-b890-e753decda492"
-version = "1.8.2+0"
+version = "1.8.3+0"
 
 [[deps.Xorg_libXinerama_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libXext_jll"]
-git-tree-sha1 = "a1a7eaf6c3b5b05cb903e35e8372049b107ac729"
+git-tree-sha1 = "a5bc75478d323358a90dc36766f3c99ba7feb024"
 uuid = "d1454406-59df-5ea1-beac-c340f2130bc3"
-version = "1.1.5+0"
+version = "1.1.6+0"
 
 [[deps.Xorg_libXrandr_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libXext_jll", "Xorg_libXrender_jll"]
-git-tree-sha1 = "b6f664b7b2f6a39689d822a6300b14df4668f0f4"
+git-tree-sha1 = "aff463c82a773cb86061bce8d53a0d976854923e"
 uuid = "ec84b674-ba8e-5d96-8ba1-2a689ba10484"
-version = "1.5.4+0"
+version = "1.5.5+0"
 
 [[deps.Xorg_libXrender_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
-git-tree-sha1 = "a490c6212a0e90d2d55111ac956f7c4fa9c277a6"
+git-tree-sha1 = "7ed9347888fac59a618302ee38216dd0379c480d"
 uuid = "ea2f1a96-1ddc-540d-b46f-429655e07cfa"
-version = "0.9.11+1"
-
-[[deps.Xorg_libpthread_stubs_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "c57201109a9e4c0585b208bb408bc41d205ac4e9"
-uuid = "14d82f49-176c-5ed1-bb49-ad3f5cbd8c74"
-version = "0.1.2+0"
+version = "0.9.12+0"
 
 [[deps.Xorg_libxcb_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "XSLT_jll", "Xorg_libXau_jll", "Xorg_libXdmcp_jll", "Xorg_libpthread_stubs_jll"]
-git-tree-sha1 = "1a74296303b6524a0472a8cb12d3d87a78eb3612"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libXau_jll", "Xorg_libXdmcp_jll"]
+git-tree-sha1 = "bfcaf7ec088eaba362093393fe11aa141fa15422"
 uuid = "c7cfdc94-dc32-55de-ac96-5a1b8d977c5b"
-version = "1.17.0+3"
+version = "1.17.1+0"
 
 [[deps.Xorg_libxkbfile_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
-git-tree-sha1 = "dbc53e4cf7701c6c7047c51e17d6e64df55dca94"
+git-tree-sha1 = "e3150c7400c41e207012b41659591f083f3ef795"
 uuid = "cc61e674-0454-545c-8b26-ed2c68acab7a"
-version = "1.1.2+1"
+version = "1.1.3+0"
 
 [[deps.Xorg_xcb_util_cursor_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_jll", "Xorg_xcb_util_renderutil_jll"]
-git-tree-sha1 = "04341cb870f29dcd5e39055f895c39d016e18ccd"
+git-tree-sha1 = "9750dc53819eba4e9a20be42349a6d3b86c7cdf8"
 uuid = "e920d4aa-a673-5f3a-b3d7-f755a4d47c43"
-version = "0.1.4+0"
+version = "0.1.6+0"
 
 [[deps.Xorg_xcb_util_image_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
-git-tree-sha1 = "0fab0a40349ba1cba2c1da699243396ff8e94b97"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_jll"]
+git-tree-sha1 = "f4fc02e384b74418679983a97385644b67e1263b"
 uuid = "12413925-8142-5f55-bb0e-6d7ca50bb09b"
-version = "0.4.0+1"
+version = "0.4.1+0"
 
 [[deps.Xorg_xcb_util_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libxcb_jll"]
-git-tree-sha1 = "e7fd7b2881fa2eaa72717420894d3938177862d1"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxcb_jll"]
+git-tree-sha1 = "68da27247e7d8d8dafd1fcf0c3654ad6506f5f97"
 uuid = "2def613f-5ad1-5310-b15b-b15d46f528f5"
-version = "0.4.0+1"
+version = "0.4.1+0"
 
 [[deps.Xorg_xcb_util_keysyms_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
-git-tree-sha1 = "d1151e2c45a544f32441a567d1690e701ec89b00"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_jll"]
+git-tree-sha1 = "44ec54b0e2acd408b0fb361e1e9244c60c9c3dd4"
 uuid = "975044d2-76e6-5fbe-bf08-97ce7c6574c7"
-version = "0.4.0+1"
+version = "0.4.1+0"
 
 [[deps.Xorg_xcb_util_renderutil_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
-git-tree-sha1 = "dfd7a8f38d4613b6a575253b3174dd991ca6183e"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_jll"]
+git-tree-sha1 = "5b0263b6d080716a02544c55fdff2c8d7f9a16a0"
 uuid = "0d47668e-0667-5a69-a72c-f761630bfb7e"
-version = "0.3.9+1"
+version = "0.3.10+0"
 
 [[deps.Xorg_xcb_util_wm_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
-git-tree-sha1 = "e78d10aab01a4a154142c5006ed44fd9e8e31b67"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_jll"]
+git-tree-sha1 = "f233c83cad1fa0e70b7771e0e21b061a116f2763"
 uuid = "c22f9ab0-d5fe-5066-847c-f4bb1cd4e361"
-version = "0.4.1+1"
+version = "0.4.2+0"
 
 [[deps.Xorg_xkbcomp_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxkbfile_jll"]
-git-tree-sha1 = "ab2221d309eda71020cdda67a973aa582aa85d69"
+git-tree-sha1 = "801a858fc9fb90c11ffddee1801bb06a738bda9b"
 uuid = "35661453-b289-5fab-8a00-3d9160c6a3a4"
-version = "1.4.6+1"
+version = "1.4.7+0"
 
 [[deps.Xorg_xkeyboard_config_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xkbcomp_jll"]
-git-tree-sha1 = "691634e5453ad362044e2ad653e79f3ee3bb98c3"
+git-tree-sha1 = "00af7ebdc563c9217ecc67776d1bbf037dbcebf4"
 uuid = "33bec58e-1273-512f-9401-5d533626f822"
-version = "2.39.0+0"
+version = "2.44.0+0"
 
 [[deps.Xorg_xtrans_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6dba04dbfb72ae3ebe5418ba33d087ba8aa8cb00"
+git-tree-sha1 = "a63799ff68005991f9d9491b6e95bd3478d783cb"
 uuid = "c5fb5394-a638-5e4d-96e5-b29de1b5cf10"
-version = "1.5.1+0"
+version = "1.6.0+0"
 
 [[deps.Zlib_jll]]
 deps = ["Libdl"]
 uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
-version = "1.2.13+1"
+version = "1.3.1+2"
 
 [[deps.Zstd_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "622cf78670d067c738667aaa96c553430b65e269"
+git-tree-sha1 = "446b23e73536f84e8037f5dce465e92275f6a308"
 uuid = "3161d3a3-bdf6-5164-811a-617609db77b4"
-version = "1.5.7+0"
+version = "1.5.7+1"
 
 [[deps.Zygote]]
 deps = ["AbstractFFTs", "ChainRules", "ChainRulesCore", "DiffRules", "Distributed", "FillArrays", "ForwardDiff", "GPUArrays", "GPUArraysCore", "IRTools", "InteractiveUtils", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NaNMath", "PrecompileTools", "Random", "Requires", "SparseArrays", "SpecialFunctions", "Statistics", "ZygoteRules"]
-git-tree-sha1 = "0b3c944f5d2d8b466c5d20a84c229c17c528f49e"
+git-tree-sha1 = "8462a20f0fd85b4ef4a1b7310d33e7475d2bb14f"
 uuid = "e88e6eb3-aa80-5325-afca-941959d7151f"
-version = "0.6.75"
+version = "0.6.77"
 
     [deps.Zygote.extensions]
     ZygoteColorsExt = "Colors"
@@ -3557,39 +3621,33 @@ uuid = "700de1a5-db45-46bc-99cf-38207098b444"
 version = "0.2.7"
 
 [[deps.eudev_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
-git-tree-sha1 = "431b678a28ebb559d224c0b6b6d01afce87c51ba"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "c3b0e6196d50eab0c5ed34021aaa0bb463489510"
 uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
-version = "3.2.9+0"
+version = "3.2.14+0"
 
 [[deps.fzf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6e50f145003024df4f5cb96c7fce79466741d601"
+git-tree-sha1 = "b6a34e0e0960190ac2a4363a1bd003504772d631"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.56.3+0"
-
-[[deps.gperf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "0ba42241cb6809f1a278d0bcb976e0483c3f1f2d"
-uuid = "1a1c6b14-54f6-533d-8383-74cd7377aa70"
-version = "3.1.1+1"
+version = "0.61.1+0"
 
 [[deps.libaom_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "522c1df09d05a71785765d19c9524661234738e9"
+git-tree-sha1 = "371cc681c00a3ccc3fbc5c0fb91f58ba9bec1ecf"
 uuid = "a4ae2306-e953-59d6-aa16-d00cac43593b"
-version = "3.11.0+0"
+version = "3.13.1+0"
 
 [[deps.libass_jll]]
 deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
-git-tree-sha1 = "e17c115d55c5fbb7e52ebedb427a0dca79d4484e"
+git-tree-sha1 = "125eedcb0a4a0bba65b657251ce1d27c8714e9d6"
 uuid = "0ac62f75-1d6f-5e53-bd7c-93b484bb37c0"
-version = "0.15.2+0"
+version = "0.17.4+0"
 
 [[deps.libblastrampoline_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
-version = "5.11.0+0"
+version = "5.15.0+0"
 
 [[deps.libdecor_jll]]
 deps = ["Artifacts", "Dbus_jll", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pango_jll", "Wayland_jll", "xkbcommon_jll"]
@@ -3598,73 +3656,74 @@ uuid = "1183f4f0-6f2a-5f1a-908b-139f9cdfea6f"
 version = "0.2.2+0"
 
 [[deps.libevdev_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "141fe65dc3efabb0b1d5ba74e91f6ad26f84cc22"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "56d643b57b188d30cccc25e331d416d3d358e557"
 uuid = "2db6ffa8-e38f-5e21-84af-90c45d0032cc"
-version = "1.11.0+0"
+version = "1.13.4+0"
 
 [[deps.libfdk_aac_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "8a22cf860a7d27e4f3498a0fe0811a7957badb38"
+git-tree-sha1 = "646634dd19587a56ee2f1199563ec056c5f228df"
 uuid = "f638f0a6-7fb0-5443-88ba-1cc74229b280"
-version = "2.0.3+0"
+version = "2.0.4+0"
 
 [[deps.libinput_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "eudev_jll", "libevdev_jll", "mtdev_jll"]
-git-tree-sha1 = "ad50e5b90f222cfe78aa3d5183a20a12de1322ce"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "eudev_jll", "libevdev_jll", "mtdev_jll"]
+git-tree-sha1 = "91d05d7f4a9f67205bd6cf395e488009fe85b499"
 uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
-version = "1.18.0+0"
+version = "1.28.1+0"
 
 [[deps.libpng_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
-git-tree-sha1 = "d7b5bbf1efbafb5eca466700949625e07533aff2"
+git-tree-sha1 = "07b6a107d926093898e82b3b1db657ebe33134ec"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.45+1"
+version = "1.6.50+0"
 
 [[deps.libvorbis_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
-git-tree-sha1 = "490376214c4721cdaca654041f635213c6165cb3"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll"]
+git-tree-sha1 = "11e1772e7f3cc987e9d3de991dd4f6b2602663a5"
 uuid = "f27f6e37-5d2b-51aa-960f-b287f2bc3b7a"
-version = "1.3.7+2"
+version = "1.3.8+0"
 
 [[deps.mtdev_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "814e154bdb7be91d78b6802843f76b6ece642f11"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "b4d631fd51f2e9cdd93724ae25b2efc198b059b1"
 uuid = "009596ad-96f7-51b1-9f1b-5ce2d5e8a71e"
-version = "1.1.6+0"
+version = "1.1.7+0"
 
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.59.0+0"
+version = "1.64.0+1"
 
 [[deps.p7zip_jll]]
-deps = ["Artifacts", "Libdl"]
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
 uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
-version = "17.4.0+2"
+version = "17.7.0+0"
 
 [[deps.x264_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "4fea590b89e6ec504593146bf8b988b2c00922b2"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "14cc7083fc6dff3cc44f2bc435ee96d06ed79aa7"
 uuid = "1270edf5-f2f9-52d2-97e9-ab00b5d0237a"
-version = "2021.5.5+0"
+version = "10164.0.1+0"
 
 [[deps.x265_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ee567a171cce03570d77ad3a43e90218e38937a9"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "e7b67590c14d487e734dcb925924c5dc43ec85f3"
 uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76"
-version = "3.5.0+0"
+version = "4.1.0+0"
 
 [[deps.xkbcommon_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Wayland_jll", "Wayland_protocols_jll", "Xorg_libxcb_jll", "Xorg_xkeyboard_config_jll"]
-git-tree-sha1 = "63406453ed9b33a0df95d570816d5366c92b7809"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxcb_jll", "Xorg_xkeyboard_config_jll"]
+git-tree-sha1 = "fbf139bce07a534df0e699dbb5f5cc9346f95cc1"
 uuid = "d8fb68d0-12a3-5cfd-a85a-d49703b185fd"
-version = "1.4.1+2"
+version = "1.9.2+0"
 """
 
 # ╔═╡ Cell order:
 # ╟─6b17139e-6caf-4f07-a607-e403bf1ad794
 # ╠═14964632-98d8-4a2f-b2f6-e3f28b558803
+# ╟─3fa7c64e-9361-4154-ba28-7b268dacca2a
 # ╟─117d0059-ce1a-497e-8667-a0c2ef20c632
 # ╟─60f72d30-ab80-11ef-3c20-270dbcdf0cc4
 # ╟─d7643abe-4619-4859-b2e3-9e932fe53b2f
diff --git a/project3/.p3 b/project3/.p3
new file mode 100644
index 0000000..036c19e
Binary files /dev/null and b/project3/.p3 differ
diff --git a/project3/project3.jl b/project3/project3.jl
index f29a2dd..a7f66a4 100644
--- a/project3/project3.jl
+++ b/project3/project3.jl
@@ -1,5 +1,5 @@
 ### A Pluto.jl notebook ###
-# v0.20.4
+# v0.20.21
 
 using Markdown
 using InteractiveUtils
@@ -7,7 +7,7 @@ using InteractiveUtils
 # This Pluto notebook uses @bind for interactivity. When running this notebook outside of Pluto, the following 'mock version' of @bind gives bound variables a default value (instead of an error).
 macro bind(def, element)
     #! format: off
-    quote
+    return quote
         local iv = try Base.loaded_modules[Base.PkgId(Base.UUID("6e696c72-6542-2067-7265-42206c756150"), "AbstractPlutoDingetjes")].Bonds.initial_value catch; b -> missing; end
         local el = $(esc(element))
         global $(esc(def)) = Core.applicable(Base.get, el) ? Base.get(el) : iv(el)
@@ -51,6 +51,28 @@ begin
 	md"> _Additional package management._"
 end
 
+# ╔═╡ 268f31d2-e485-43e1-a925-48928bb3e360
+if haskey(ENV, "AA228V_CI_SSH_KEY")
+    # Check if age is installed
+    if !success(`age --version`)
+        @warn "age binary not found or not executable. Please install age."
+    else
+        # Create temp file that auto-cleans on exit
+        mktempdir() do tmpdir
+            tempfile = joinpath(tmpdir, "decrypted.jl")
+            
+            # Decrypt .p0 file using age with SSH key
+            run(pipeline(
+                `age --decrypt -i $(ENV["AA228V_CI_SSH_KEY"]) .p3`,
+                tempfile
+            ))
+            
+            # Include the decrypted file
+            include(tempfile)
+        end
+    end
+end
+
 # ╔═╡ 117d0059-ce1a-497e-8667-a0c2ef20c632
 md"""
 # Project 3: Estimate reachable sets
@@ -705,7 +727,7 @@ end
 # ╔═╡ 307afd9c-6dac-4a6d-89d7-4d8cabfe3fe5
 Markdown.MD(
 	md"""
-$(@bind rerun_small LargeCheckBox(text="⟵ Click to re-run the <code>SmallSystem</code> evaluation."))""",
+  $(@bind rerun_small LargeCheckBox(text="⟵ Click to re-run the <code>SmallSystem</code> evaluation.", default=parse(Bool, get(ENV, "AA228V_CI_RUN_EVALS", "false"))))""",
 	Markdown.parse("""
 	↑ This will re-run **`estimate_reachable_sets(::SmallSystem, ψ)`** and re-save **`$(get_filename(sys_small, ThisProject))`**
 
@@ -716,7 +738,7 @@ $(@bind rerun_small LargeCheckBox(text="⟵ Click to re-run the <code>SmallSyste
 # ╔═╡ 38f26afd-ffa5-48d6-90cc-e3ec189c2bf1
 Markdown.MD(
 	md"""
-$(@bind rerun_medium LargeCheckBox(text="⟵ Click to re-run the <code>MediumSystem</code> evaluation."))""",
+  $(@bind rerun_medium LargeCheckBox(text="⟵ Click to re-run the <code>MediumSystem</code> evaluation.", default=parse(Bool, get(ENV, "AA228V_CI_RUN_EVALS", "false"))))""",
 	Markdown.parse("""
 	↑ This will run **`estimate_reachable_sets(::MediumSystem, ψ)`** and save **`$(get_filename(sys_medium, ThisProject))`**
 
@@ -990,7 +1012,7 @@ We'll automatically test your `estimate_reachable_sets(::LargeSystem, ψ)` funct
 # ╔═╡ 7fe1c3d7-469c-47d9-9d46-e5b8b263edb9
 Markdown.MD(
 	md"""
-$(@bind rerun_large LargeCheckBox(text="⟵ Click to re-run the <code>LargeSystem</code> evaluation."))""",
+  $(@bind rerun_large LargeCheckBox(text="⟵ Click to re-run the <code>LargeSystem</code> evaluation.", default=parse(Bool, get(ENV, "AA228V_CI_RUN_EVALS", "false"))))""",
 	Markdown.parse("""
 	↑ This will re-run **`estimate_reachable_sets(::LargeSystem, ψ)`** and re-save **`$(get_filename(sys_large, ThisProject))`**
 
@@ -1753,30 +1775,41 @@ Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [compat]
 BSON = "~0.3.9"
-Distributions = "~0.25.117"
-Flux = "~0.16.3"
-ForwardDiff = "~0.10.38"
-GridInterpolations = "~1.2.1"
+Distributions = "~0.25.122"
+Flux = "~0.16.5"
+ForwardDiff = "~0.10.39"
+GridInterpolations = "~1.3.0"
 IntervalArithmetic = "~0.21.2"
-JuMP = "~1.24.0"
+JuMP = "~1.29.2"
 LazySets = "~2.14.2"
-MarkdownLiteral = "~0.1.1"
+MarkdownLiteral = "~0.1.2"
 NeuralVerification = "~0.1.0"
 Parameters = "~0.12.3"
-Plots = "~1.40.9"
-PlutoUI = "~0.7.61"
-ProgressLogging = "~0.1.4"
-SCS = "~2.0.2"
-StanfordAA228V = "~0.1.25"
+Plots = "~1.41.1"
+PlutoUI = "~0.7.73"
+ProgressLogging = "~0.1.5"
+SCS = "~2.4.0"
+StanfordAA228V = "~0.1.28"
 """
 
 # ╔═╡ 00000000-0000-0000-0000-000000000002
 PLUTO_MANIFEST_TOML_CONTENTS = """
 # This file is machine-generated - editing it directly is not advised
 
-julia_version = "1.11.2"
+julia_version = "1.12.2"
 manifest_format = "2.0"
-project_hash = "f07f3a35640580db3fbbd09b4a3984a1ab668d8c"
+project_hash = "572d892460f81dbaeaa0d7c54905ddc556dbe5c6"
+
+[[deps.ADTypes]]
+git-tree-sha1 = "27cecae79e5cc9935255f90c53bb831cc3c870d7"
+uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
+version = "1.18.0"
+weakdeps = ["ChainRulesCore", "ConstructionBase", "EnzymeCore"]
+
+    [deps.ADTypes.extensions]
+    ADTypesChainRulesCoreExt = "ChainRulesCore"
+    ADTypesConstructionBaseExt = "ConstructionBase"
+    ADTypesEnzymeCoreExt = "EnzymeCore"
 
 [[deps.AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -1797,9 +1830,9 @@ version = "1.3.2"
 
 [[deps.Accessors]]
 deps = ["CompositionsBase", "ConstructionBase", "Dates", "InverseFunctions", "MacroTools"]
-git-tree-sha1 = "0ba8f4c1f06707985ffb4804fdad1bf97b233897"
+git-tree-sha1 = "3b86719127f50670efe356bc11073d84b4ed7a5d"
 uuid = "7d9f7c33-5ae7-4f3b-8dc6-eff91059b697"
-version = "0.1.41"
+version = "0.1.42"
 
     [deps.Accessors.extensions]
     AxisKeysExt = "AxisKeys"
@@ -1814,7 +1847,6 @@ version = "0.1.41"
     AxisKeys = "94b1ba4f-4ee9-5380-92f1-94cde586c3c5"
     IntervalSets = "8197267c-284f-5f27-9208-e0e47529a953"
     LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
-    Requires = "ae029012-a4dd-5104-9daa-d747884805df"
     StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
     StructArrays = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
     Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
@@ -1822,12 +1854,13 @@ version = "0.1.41"
 
 [[deps.Adapt]]
 deps = ["LinearAlgebra", "Requires"]
-git-tree-sha1 = "50c3c56a52972d78e8be9fd135bfb91c9574c140"
+git-tree-sha1 = "7e35fca2bdfba44d797c53dfe63a51fabf39bfc0"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "4.1.1"
-weakdeps = ["StaticArrays"]
+version = "4.4.0"
+weakdeps = ["SparseArrays", "StaticArrays"]
 
     [deps.Adapt.extensions]
+    AdaptSparseArraysExt = "SparseArrays"
     AdaptStaticArraysExt = "StaticArrays"
 
 [[deps.AliasTables]]
@@ -1837,9 +1870,9 @@ uuid = "66dad0bd-aa9a-41b7-9441-69ab47430ed8"
 version = "1.1.3"
 
 [[deps.ArgCheck]]
-git-tree-sha1 = "680b3b8759bd4c54052ada14e52355ab69e07876"
+git-tree-sha1 = "f9e9a66c9b7be1ad7372bbd9b062d9230c30c5ce"
 uuid = "dce04be8-c92d-5529-be00-80e4d2c0e197"
-version = "2.4.0"
+version = "2.5.0"
 
 [[deps.ArgTools]]
 uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
@@ -1847,18 +1880,19 @@ version = "1.1.2"
 
 [[deps.ArrayInterface]]
 deps = ["Adapt", "LinearAlgebra"]
-git-tree-sha1 = "017fcb757f8e921fb44ee063a7aafe5f89b86dd1"
+git-tree-sha1 = "d81ae5489e13bc03567d4fbbb06c546a5e53c857"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "7.18.0"
+version = "7.22.0"
 
     [deps.ArrayInterface.extensions]
     ArrayInterfaceBandedMatricesExt = "BandedMatrices"
     ArrayInterfaceBlockBandedMatricesExt = "BlockBandedMatrices"
     ArrayInterfaceCUDAExt = "CUDA"
-    ArrayInterfaceCUDSSExt = "CUDSS"
+    ArrayInterfaceCUDSSExt = ["CUDSS", "CUDA"]
     ArrayInterfaceChainRulesCoreExt = "ChainRulesCore"
     ArrayInterfaceChainRulesExt = "ChainRules"
     ArrayInterfaceGPUArraysCoreExt = "GPUArraysCore"
+    ArrayInterfaceMetalExt = "Metal"
     ArrayInterfaceReverseDiffExt = "ReverseDiff"
     ArrayInterfaceSparseArraysExt = "SparseArrays"
     ArrayInterfaceStaticArraysCoreExt = "StaticArraysCore"
@@ -1872,6 +1906,7 @@ version = "7.18.0"
     ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2"
     ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
     GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527"
+    Metal = "dde4c033-4e86-420c-a63e-0dd931031962"
     ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
     SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
     StaticArraysCore = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
@@ -1883,9 +1918,9 @@ version = "1.11.0"
 
 [[deps.Atomix]]
 deps = ["UnsafeAtomics"]
-git-tree-sha1 = "93da6c8228993b0052e358ad592ee7c1eccaa639"
+git-tree-sha1 = "29bb0eb6f578a587a49da16564705968667f5fa8"
 uuid = "a9b6321e-bd34-4604-b9c9-b65b8de01458"
-version = "1.1.0"
+version = "1.1.2"
 
     [deps.Atomix.extensions]
     AtomixCUDAExt = "CUDA"
@@ -1911,10 +1946,10 @@ uuid = "fbb218c0-5317-5bc6-957e-2ee96dd4b1f0"
 version = "0.3.9"
 
 [[deps.BangBang]]
-deps = ["Accessors", "ConstructionBase", "InitialValues", "LinearAlgebra", "Requires"]
-git-tree-sha1 = "e2144b631226d9eeab2d746ca8880b7ccff504ae"
+deps = ["Accessors", "ConstructionBase", "InitialValues", "LinearAlgebra"]
+git-tree-sha1 = "a49f9342fc60c2a2aaa4e0934f06755464fcf438"
 uuid = "198e06fe-97b7-11e9-32a5-e1d131e6ad66"
-version = "0.4.3"
+version = "0.4.6"
 
     [deps.BangBang.extensions]
     BangBangChainRulesCoreExt = "ChainRulesCore"
@@ -1943,9 +1978,9 @@ version = "0.1.1"
 
 [[deps.BenchmarkTools]]
 deps = ["Compat", "JSON", "Logging", "Printf", "Profile", "Statistics", "UUIDs"]
-git-tree-sha1 = "e38fbc49a620f5d0b660d7f543db1009fe0f8336"
+git-tree-sha1 = "7fecfb1123b8d0232218e2da0c213004ff15358d"
 uuid = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
-version = "1.6.0"
+version = "1.6.3"
 
 [[deps.BitFlags]]
 git-tree-sha1 = "0691e34b3bb8be9307330f88d1a3c3f25466c24d"
@@ -1960,9 +1995,9 @@ version = "1.0.9+0"
 
 [[deps.CDDLib]]
 deps = ["LinearAlgebra", "MathOptInterface", "Polyhedra", "SparseArrays", "cddlib_jll"]
-git-tree-sha1 = "7fdd7e50b551f7884f753390c6eeb6ff422ee066"
+git-tree-sha1 = "f13ac9e3b20183b1142d478907fd3333914ad05d"
 uuid = "3391f64e-dcde-5f30-b752-e11513730f60"
-version = "0.10.0"
+version = "0.10.1"
 
 [[deps.CEnum]]
 git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
@@ -1971,9 +2006,9 @@ version = "0.5.0"
 
 [[deps.CRlibm]]
 deps = ["CRlibm_jll"]
-git-tree-sha1 = "32abd86e3c2025db5172aa182b982debed519834"
+git-tree-sha1 = "66188d9d103b92b6cd705214242e27f5737a1e5e"
 uuid = "96374032-68de-5a5b-8d9e-752f78720389"
-version = "1.0.1"
+version = "1.0.2"
 
 [[deps.CRlibm_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1983,21 +2018,21 @@ version = "1.0.1+0"
 
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
-git-tree-sha1 = "009060c9a6168704143100f36ab08f06c2af4642"
+git-tree-sha1 = "fde3bf89aead2e723284a8ff9cdf5b551ed700e8"
 uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a"
-version = "1.18.2+1"
+version = "1.18.5+0"
 
 [[deps.ChainRules]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
-git-tree-sha1 = "4312d7869590fab4a4f789e97bd82f0a04eaaa05"
+git-tree-sha1 = "3b704353e517a957323bd3ac70fa7b669b5f48d4"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "1.72.2"
+version = "1.72.6"
 
 [[deps.ChainRulesCore]]
 deps = ["Compat", "LinearAlgebra"]
-git-tree-sha1 = "1713c74e00545bfe14605d2a2be1712de8fbcb58"
+git-tree-sha1 = "e4c6a16e77171a5f5e25e9646617ab1c276c5607"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "1.25.1"
+version = "1.26.0"
 weakdeps = ["SparseArrays"]
 
     [deps.ChainRulesCore.extensions]
@@ -2017,21 +2052,25 @@ version = "0.7.8"
 
 [[deps.ColorSchemes]]
 deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
-git-tree-sha1 = "403f2d8e209681fcbd9468a8514efff3ea08452e"
+git-tree-sha1 = "b0fd3f56fa442f81e0a47815c92245acfaaa4e34"
 uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4"
-version = "3.29.0"
+version = "3.31.0"
 
 [[deps.ColorTypes]]
 deps = ["FixedPointNumbers", "Random"]
-git-tree-sha1 = "b10d0b65641d57b8b4d5e234446582de5047050d"
+git-tree-sha1 = "67e11ee83a43eb71ddc950302c53bf33f0690dfe"
 uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
-version = "0.11.5"
+version = "0.12.1"
+weakdeps = ["StyledStrings"]
+
+    [deps.ColorTypes.extensions]
+    StyledStringsExt = "StyledStrings"
 
 [[deps.ColorVectorSpace]]
 deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "Requires", "Statistics", "TensorCore"]
-git-tree-sha1 = "a1f44953f2382ebb937d60dafbe2deea4bd23249"
+git-tree-sha1 = "8b3b6f87ce8f65a2b4f857528fd8d70086cd72b1"
 uuid = "c3611d14-8923-5661-9e6a-0046d554d3a4"
-version = "0.10.0"
+version = "0.11.0"
 weakdeps = ["SpecialFunctions"]
 
     [deps.ColorVectorSpace.extensions]
@@ -2039,15 +2078,15 @@ weakdeps = ["SpecialFunctions"]
 
 [[deps.Colors]]
 deps = ["ColorTypes", "FixedPointNumbers", "Reexport"]
-git-tree-sha1 = "64e15186f0aa277e174aa81798f7eb8598e0157e"
+git-tree-sha1 = "37ea44092930b1811e666c3bc38065d7d87fcc74"
 uuid = "5ae59095-9a9b-59fe-a467-6f913c188581"
-version = "0.13.0"
+version = "0.13.1"
 
 [[deps.CommonMark]]
-deps = ["Crayons", "PrecompileTools"]
-git-tree-sha1 = "3faae67b8899797592335832fccf4b3c80bb04fa"
+deps = ["PrecompileTools"]
+git-tree-sha1 = "351d6f4eaf273b753001b2de4dffb8279b100769"
 uuid = "a80b9123-70ca-4bc0-993e-6e3bcb318db6"
-version = "0.8.15"
+version = "0.9.1"
 
 [[deps.CommonSubexpressions]]
 deps = ["MacroTools"]
@@ -2057,9 +2096,9 @@ version = "0.3.1"
 
 [[deps.Compat]]
 deps = ["TOML", "UUIDs"]
-git-tree-sha1 = "8ae8d32e09f0dcf42a36b90d4e17f5dd2e4c4215"
+git-tree-sha1 = "9d8a54ce4b17aa5bdce0ea5c34bc5e7c340d16ad"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "4.16.0"
+version = "4.18.1"
 weakdeps = ["Dates", "LinearAlgebra"]
 
     [deps.Compat.extensions]
@@ -2068,7 +2107,7 @@ weakdeps = ["Dates", "LinearAlgebra"]
 [[deps.CompilerSupportLibraries_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
-version = "1.1.1+0"
+version = "1.3.0+1"
 
 [[deps.CompositionsBase]]
 git-tree-sha1 = "802bb88cd69dfd1509f6670416bd4434015693ad"
@@ -2092,9 +2131,9 @@ uuid = "5218b696-f38b-4ac9-8b61-a12ec717816d"
 version = "0.17.6"
 
 [[deps.ConstructionBase]]
-git-tree-sha1 = "76219f1ed5771adbb096743bff43fb5fdd4c1157"
+git-tree-sha1 = "b4b092499347b18a015186eae3042f72267106cb"
 uuid = "187b0558-2788-49d3-abe0-74a17ed4e7c9"
-version = "1.5.8"
+version = "1.6.0"
 
     [deps.ConstructionBase.extensions]
     ConstructionBaseIntervalSetsExt = "IntervalSets"
@@ -2117,21 +2156,16 @@ git-tree-sha1 = "439e35b0b36e2e5881738abc8857bd92ad6ff9a8"
 uuid = "d38c429a-6771-53c6-b99e-75d170b6e991"
 version = "0.6.3"
 
-[[deps.Crayons]]
-git-tree-sha1 = "249fe38abf76d48563e2f4556bebd215aa317e15"
-uuid = "a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f"
-version = "4.1.1"
-
 [[deps.DataAPI]]
 git-tree-sha1 = "abe83f3a2f1b857aac70ef8b269080af17764bbe"
 uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a"
 version = "1.16.0"
 
 [[deps.DataStructures]]
-deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
-git-tree-sha1 = "1d0a14036acb104d9e89698bd408f63ab58cdc82"
+deps = ["OrderedCollections"]
+git-tree-sha1 = "e357641bb3e0638d353c4b29ea0e40ea644066a6"
 uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
-version = "0.18.20"
+version = "0.19.3"
 
 [[deps.DataValueInterfaces]]
 git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6"
@@ -2145,9 +2179,9 @@ version = "1.11.0"
 
 [[deps.Dbus_jll]]
 deps = ["Artifacts", "Expat_jll", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "fc173b380865f70627d7dd1190dc2fce6cc105af"
+git-tree-sha1 = "473e9afc9cf30814eb67ffa5f2db7df82c3ad9fd"
 uuid = "ee1fde0b-3d02-5ea6-8484-8dfef6360eab"
-version = "1.14.10+0"
+version = "1.16.2+0"
 
 [[deps.DefineSingletons]]
 git-tree-sha1 = "0fba8b706d0178b4dc7fd44a96a92382c9065c2c"
@@ -2172,6 +2206,56 @@ git-tree-sha1 = "23163d55f885173722d1e4cf0f6110cdbaf7e272"
 uuid = "b552c78f-8df3-52c6-915a-8e097449b14b"
 version = "1.15.1"
 
+[[deps.DifferentiationInterface]]
+deps = ["ADTypes", "LinearAlgebra"]
+git-tree-sha1 = "6d5153dc500d644d4d672723aa27a614ee84ab3b"
+uuid = "a0c0ee7d-e4b9-4e03-894e-1c5f64a51d63"
+version = "0.7.11"
+
+    [deps.DifferentiationInterface.extensions]
+    DifferentiationInterfaceChainRulesCoreExt = "ChainRulesCore"
+    DifferentiationInterfaceDiffractorExt = "Diffractor"
+    DifferentiationInterfaceEnzymeExt = ["EnzymeCore", "Enzyme"]
+    DifferentiationInterfaceFastDifferentiationExt = "FastDifferentiation"
+    DifferentiationInterfaceFiniteDiffExt = "FiniteDiff"
+    DifferentiationInterfaceFiniteDifferencesExt = "FiniteDifferences"
+    DifferentiationInterfaceForwardDiffExt = ["ForwardDiff", "DiffResults"]
+    DifferentiationInterfaceGPUArraysCoreExt = "GPUArraysCore"
+    DifferentiationInterfaceGTPSAExt = "GTPSA"
+    DifferentiationInterfaceMooncakeExt = "Mooncake"
+    DifferentiationInterfacePolyesterForwardDiffExt = ["PolyesterForwardDiff", "ForwardDiff", "DiffResults"]
+    DifferentiationInterfaceReverseDiffExt = ["ReverseDiff", "DiffResults"]
+    DifferentiationInterfaceSparseArraysExt = "SparseArrays"
+    DifferentiationInterfaceSparseConnectivityTracerExt = "SparseConnectivityTracer"
+    DifferentiationInterfaceSparseMatrixColoringsExt = "SparseMatrixColorings"
+    DifferentiationInterfaceStaticArraysExt = "StaticArrays"
+    DifferentiationInterfaceSymbolicsExt = "Symbolics"
+    DifferentiationInterfaceTrackerExt = "Tracker"
+    DifferentiationInterfaceZygoteExt = ["Zygote", "ForwardDiff"]
+
+    [deps.DifferentiationInterface.weakdeps]
+    ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+    DiffResults = "163ba53b-c6d8-5494-b064-1a9d43ac40c5"
+    Diffractor = "9f5e2b26-1114-432f-b630-d3fe2085c51c"
+    Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    FastDifferentiation = "eb9bf01b-bf85-4b60-bf87-ee5de06c00be"
+    FiniteDiff = "6a86dc24-6348-571c-b903-95158fe2bd41"
+    FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000"
+    ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
+    GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527"
+    GTPSA = "b27dd330-f138-47c5-815b-40db9dd9b6e8"
+    Mooncake = "da2b9cff-9c12-43a0-ae48-6db2b0edb7d6"
+    PolyesterForwardDiff = "98d1487c-24ca-40b6-b7ab-df2af84e126b"
+    ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
+    SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
+    SparseConnectivityTracer = "9f842d2f-2579-4b1d-911e-f412cf18a3f5"
+    SparseMatrixColorings = "0a514795-09f3-496d-8182-132a7b665d35"
+    StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
+    Symbolics = "0c5d862f-8b57-4792-8d23-62f2024744c7"
+    Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
+    Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
+
 [[deps.Distances]]
 deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
 git-tree-sha1 = "c7e3a542b999843086e2f29dac96a618c105be1d"
@@ -2190,9 +2274,9 @@ version = "1.11.0"
 
 [[deps.Distributions]]
 deps = ["AliasTables", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "03aa5d44647eaec98e1920635cdfed5d5560a8b9"
+git-tree-sha1 = "3bc002af51045ca3b47d2e1787d6ce02e68b943a"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.25.117"
+version = "0.25.122"
 
     [deps.Distributions.extensions]
     DistributionsChainRulesCoreExt = "ChainRulesCore"
@@ -2205,25 +2289,24 @@ version = "0.25.117"
     Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[deps.DocStringExtensions]]
-deps = ["LibGit2"]
-git-tree-sha1 = "2fb1e02f2b635d0845df5d7c167fec4dd739b00d"
+git-tree-sha1 = "7442a5dfe1ebb773c29cc2962a8980f47221d76c"
 uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
-version = "0.9.3"
+version = "0.9.5"
 
 [[deps.Downloads]]
 deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"]
 uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
-version = "1.6.0"
+version = "1.7.0"
 
 [[deps.EnumX]]
-git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237"
+git-tree-sha1 = "bddad79635af6aec424f53ed8aad5d7555dc6f00"
 uuid = "4e289a0a-7415-4d19-859d-a7e5c4648b56"
-version = "1.0.4"
+version = "1.0.5"
 
 [[deps.EnzymeCore]]
-git-tree-sha1 = "0cdb7af5c39e92d78a0ee8d0a447d32f7593137e"
+git-tree-sha1 = "c55ba9649c7dc0f6430a096e35391955d7fc6ecd"
 uuid = "f151be2c-9106-41f4-ab19-57ee4f262869"
-version = "0.8.8"
+version = "0.8.16"
 weakdeps = ["Adapt"]
 
     [deps.EnzymeCore.extensions]
@@ -2248,9 +2331,9 @@ version = "0.1.11"
 
 [[deps.Expat_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "d55dffd9ae73ff72f1c0482454dcf2ec6c6c4a63"
+git-tree-sha1 = "27af30de8b5445644e8ffe3bcb0d72049c089cf1"
 uuid = "2e619515-83b5-522b-bb60-26c02a35a201"
-version = "2.6.5+0"
+version = "2.7.3+0"
 
 [[deps.ExprTools]]
 git-tree-sha1 = "27415f162e6028e81c72b82ef756bf321213b6ec"
@@ -2258,9 +2341,9 @@ uuid = "e2ba6199-217a-4e67-a87a-7c52f15ade04"
 version = "0.1.10"
 
 [[deps.ExpressionExplorer]]
-git-tree-sha1 = "71d0768dd78ad62d3582091bf338d98af8bbda67"
+git-tree-sha1 = "4a8c0a9eebf807ac42f0f6de758e60a20be25ffb"
 uuid = "21656369-7473-754a-2065-74616d696c43"
-version = "1.1.1"
+version = "1.1.3"
 
 [[deps.ExproniconLite]]
 git-tree-sha1 = "c13f0b150373771b0fdc1713c97860f8df12e6c2"
@@ -2269,15 +2352,15 @@ version = "0.10.14"
 
 [[deps.FFMPEG]]
 deps = ["FFMPEG_jll"]
-git-tree-sha1 = "53ebe7511fa11d33bec688a9178fac4e49eeee00"
+git-tree-sha1 = "95ecf07c2eea562b5adbd0696af6db62c0f52560"
 uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
-version = "0.4.2"
+version = "0.4.5"
 
 [[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"]
-git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
+git-tree-sha1 = "ccc81ba5e42497f4e76553a5545665eed577a663"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.4.4+1"
+version = "8.0.0+0"
 
 [[deps.FLoops]]
 deps = ["BangBang", "Compat", "FLoopsBase", "InitialValues", "JuliaVariables", "MLStyle", "Serialization", "Setfield", "Transducers"]
@@ -2303,9 +2386,9 @@ version = "1.11.0"
 
 [[deps.FillArrays]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "6a70198746448456524cb442b8af316927ff3e1a"
+git-tree-sha1 = "5bfcd42851cf2f1b303f51525a54dc5e98d408a3"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "1.13.0"
+version = "1.15.0"
 weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
     [deps.FillArrays.extensions]
@@ -2315,9 +2398,9 @@ weakdeps = ["PDMats", "SparseArrays", "Statistics"]
 
 [[deps.FiniteDiff]]
 deps = ["ArrayInterface", "LinearAlgebra", "Setfield"]
-git-tree-sha1 = "f089ab1f834470c525562030c8cfde4025d5e915"
+git-tree-sha1 = "9340ca07ca27093ff68418b7558ca37b05f8aeb1"
 uuid = "6a86dc24-6348-571c-b903-95158fe2bd41"
-version = "2.27.0"
+version = "2.29.0"
 
     [deps.FiniteDiff.extensions]
     FiniteDiffBandedMatricesExt = "BandedMatrices"
@@ -2338,10 +2421,10 @@ uuid = "53c48c17-4a7d-5ca2-90c5-79b7896eea93"
 version = "0.8.5"
 
 [[deps.Flux]]
-deps = ["Adapt", "ChainRulesCore", "Compat", "EnzymeCore", "Functors", "LinearAlgebra", "MLDataDevices", "MLUtils", "MacroTools", "NNlib", "OneHotArrays", "Optimisers", "Preferences", "ProgressLogging", "Random", "Reexport", "Setfield", "SparseArrays", "SpecialFunctions", "Statistics", "Zygote"]
-git-tree-sha1 = "49d213a90b159c74e9fc2b53162b5f699b6f3516"
+deps = ["Adapt", "ChainRulesCore", "Compat", "EnzymeCore", "Functors", "LinearAlgebra", "MLCore", "MLDataDevices", "MLUtils", "MacroTools", "NNlib", "OneHotArrays", "Optimisers", "Preferences", "ProgressLogging", "Random", "Reexport", "Setfield", "SparseArrays", "SpecialFunctions", "Statistics", "Zygote"]
+git-tree-sha1 = "d0751ca4c9762d9033534057274235dfef86aaf9"
 uuid = "587475ba-b771-5e3f-ad9e-33799f191a9c"
-version = "0.16.3"
+version = "0.16.5"
 
     [deps.Flux.extensions]
     FluxAMDGPUExt = "AMDGPU"
@@ -2361,9 +2444,9 @@ version = "0.16.3"
 
 [[deps.Fontconfig_jll]]
 deps = ["Artifacts", "Bzip2_jll", "Expat_jll", "FreeType2_jll", "JLLWrappers", "Libdl", "Libuuid_jll", "Zlib_jll"]
-git-tree-sha1 = "21fac3c77d7b5a9fc03b0ec503aa1a6392c34d2b"
+git-tree-sha1 = "f85dac9a96a01087df6e3a749840015a0ca3817d"
 uuid = "a3f928ae-7b40-5064-980b-68af3947d34b"
-version = "2.15.0+0"
+version = "2.17.1+0"
 
 [[deps.Format]]
 git-tree-sha1 = "9c68794ef81b08086aeb32eeaf33531668d5f5fc"
@@ -2372,9 +2455,9 @@ version = "1.3.7"
 
 [[deps.ForwardDiff]]
 deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "LinearAlgebra", "LogExpFunctions", "NaNMath", "Preferences", "Printf", "Random", "SpecialFunctions"]
-git-tree-sha1 = "a2df1b776752e3f344e5116c06d75a10436ab853"
+git-tree-sha1 = "afb7c51ac63e40708a3071f80f5e84a752299d4f"
 uuid = "f6369f11-7733-5829-9624-2563aa707210"
-version = "0.10.38"
+version = "0.10.39"
 weakdeps = ["StaticArrays"]
 
     [deps.ForwardDiff.extensions]
@@ -2382,15 +2465,15 @@ weakdeps = ["StaticArrays"]
 
 [[deps.FreeType2_jll]]
 deps = ["Artifacts", "Bzip2_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
-git-tree-sha1 = "786e968a8d2fb167f2e4880baba62e0e26bd8e4e"
+git-tree-sha1 = "2c5512e11c791d1baed2049c5652441b28fc6a31"
 uuid = "d7e528f0-a631-5988-bf34-fe36492bcfd7"
-version = "2.13.3+1"
+version = "2.13.4+0"
 
 [[deps.FriBidi_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "846f7026a9decf3679419122b49f8a1fdb48d2d5"
+git-tree-sha1 = "7a214fdac5ed5f59a22c2d9a885a16da1c74bbc7"
 uuid = "559328eb-81f9-559d-9380-de523a88c83c"
-version = "1.0.16+0"
+version = "1.0.17+0"
 
 [[deps.Functors]]
 deps = ["Compat", "ConstructionBase", "LinearAlgebra", "Random"]
@@ -2403,12 +2486,6 @@ deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 version = "1.11.0"
 
-[[deps.FuzzyCompletions]]
-deps = ["REPL"]
-git-tree-sha1 = "be713866335f48cfb1285bff2d0cbb8304c1701c"
-uuid = "fb4132e2-a121-4a70-b8a1-d5b831dcdcc2"
-version = "0.5.5"
-
 [[deps.GLFW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll", "libdecor_jll", "xkbcommon_jll"]
 git-tree-sha1 = "fcb0584ff34e25155876418979d4c8971243bb89"
@@ -2430,13 +2507,19 @@ version = "5.0.1+1"
 [[deps.GMP_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "781609d7-10c4-51f6-84f2-b8444358ff6d"
-version = "6.3.0+0"
+version = "6.3.0+2"
 
 [[deps.GPUArrays]]
 deps = ["Adapt", "GPUArraysCore", "KernelAbstractions", "LLVM", "LinearAlgebra", "Printf", "Random", "Reexport", "ScopedValues", "Serialization", "Statistics"]
-git-tree-sha1 = "eea7b3a1964b4de269bb380462a9da604be7fcdb"
+git-tree-sha1 = "8ddb438e956891a63a5367d7fab61550fc720026"
 uuid = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7"
-version = "11.2.2"
+version = "11.2.6"
+
+    [deps.GPUArrays.extensions]
+    JLD2Ext = "JLD2"
+
+    [deps.GPUArrays.weakdeps]
+    JLD2 = "033835bb-8acc-5ee8-8aae-3f567f8a3819"
 
 [[deps.GPUArraysCore]]
 deps = ["Adapt"]
@@ -2446,45 +2529,57 @@ version = "0.2.0"
 
 [[deps.GR]]
 deps = ["Artifacts", "Base64", "DelimitedFiles", "Downloads", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Preferences", "Printf", "Qt6Wayland_jll", "Random", "Serialization", "Sockets", "TOML", "Tar", "Test", "p7zip_jll"]
-git-tree-sha1 = "0ff136326605f8e06e9bcf085a356ab312eef18a"
+git-tree-sha1 = "f52c27dd921390146624f3aab95f4e8614ad6531"
 uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
-version = "0.73.13"
+version = "0.73.18"
 
 [[deps.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 = "9cb62849057df859575fc1dda1e91b82f8609709"
+git-tree-sha1 = "4b0406b866ea9fdbaf1148bc9c0b887e59f9af68"
 uuid = "d2c73de3-f751-5644-a686-071e5b155ba9"
-version = "0.73.13+0"
+version = "0.73.18+0"
 
 [[deps.GenericLinearAlgebra]]
 deps = ["LinearAlgebra", "Printf", "Random", "libblastrampoline_jll"]
-git-tree-sha1 = "54ee4866eb8c982ee23cf79230ca0aaf916c382b"
+git-tree-sha1 = "fc6236b7fbc40bc283e0dc5a84ead1169a6d7dda"
 uuid = "14197337-ba66-59df-a3e3-ca00e7dcff7a"
-version = "0.3.15"
+version = "0.3.19"
+
+[[deps.GettextRuntime_jll]]
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Libiconv_jll"]
+git-tree-sha1 = "45288942190db7c5f760f59c04495064eedf9340"
+uuid = "b0724c58-0f36-5564-988d-3bb0596ebc4a"
+version = "0.22.4+0"
 
-[[deps.Gettext_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.Ghostscript_jll]]
+deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Zlib_jll"]
+git-tree-sha1 = "38044a04637976140074d0b0621c1edf0eb531fd"
+uuid = "61579ee1-b43e-5ca0-a5da-69d92c66a64b"
+version = "9.55.1+0"
 
 [[deps.Glib_jll]]
-deps = ["Artifacts", "Gettext_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Zlib_jll"]
-git-tree-sha1 = "b0036b392358c80d2d2124746c2bf3d48d457938"
+deps = ["Artifacts", "GettextRuntime_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Zlib_jll"]
+git-tree-sha1 = "50c11ffab2a3d50192a228c313f05b5b5dc5acb2"
 uuid = "7746bdde-850d-59dc-9ae8-88ece973131d"
-version = "2.82.4+0"
+version = "2.86.0+0"
+
+[[deps.GracefulPkg]]
+deps = ["Compat", "Pkg", "TOML"]
+git-tree-sha1 = "9721d7ae22a51439656a73de721d973dbb9d3bad"
+uuid = "828d9ff0-206c-6161-646e-6576656f7244"
+version = "2.4.2"
 
 [[deps.Graphite2_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "01979f9b37367603e2848ea225918a3b3861b606"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "8a6dbda1fd736d60cc477d99f2e7a042acfa46e8"
 uuid = "3b182d85-2403-5c21-9c21-1e1f0cc25472"
-version = "1.3.14+1"
+version = "1.3.15+0"
 
 [[deps.GridInterpolations]]
 deps = ["LinearAlgebra", "Printf", "StaticArrays"]
-git-tree-sha1 = "e64e58d732c7c1f32575e2b057c0fb0f7f52e244"
+git-tree-sha1 = "6916860ab8162db1fd34c8e8027243dc3b3f12ea"
 uuid = "bb4c363b-b914-514b-8517-4eb369bc008a"
-version = "1.2.1"
+version = "1.3.0"
 
 [[deps.Grisu]]
 git-tree-sha1 = "53bb909d1151e57e2484c3d1b53e19552b887fb2"
@@ -2493,15 +2588,15 @@ version = "1.0.2"
 
 [[deps.HTTP]]
 deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "PrecompileTools", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
-git-tree-sha1 = "c67b33b085f6e2faf8bf79a61962e7339a81129c"
+git-tree-sha1 = "5e6fe50ae7f23d171f44e311c2960294aaa0beb5"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "1.10.15"
+version = "1.10.19"
 
 [[deps.HarfBuzz_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll"]
-git-tree-sha1 = "55c53be97790242c29031e5cd45e8ac296dadda3"
+git-tree-sha1 = "f923f9a774fcf3f5cb761bfa43aeadd689714813"
 uuid = "2e76f6c2-a576-52d4-95c1-20adfe4de566"
-version = "8.5.0+0"
+version = "8.5.1+0"
 
 [[deps.HashArrayMappedTries]]
 git-tree-sha1 = "2eaa69a7cab70a52b9687c8bf950a5a93ec895ae"
@@ -2510,9 +2605,9 @@ version = "0.2.0"
 
 [[deps.HypergeometricFunctions]]
 deps = ["LinearAlgebra", "OpenLibm_jll", "SpecialFunctions"]
-git-tree-sha1 = "2bd56245074fab4015b9174f24ceba8293209053"
+git-tree-sha1 = "68c173f4f449de5b438ee67ed0c9c748dc31a2ec"
 uuid = "34004b35-14d8-5ef3-9330-4cdb6864b03a"
-version = "0.3.27"
+version = "0.3.28"
 
 [[deps.Hyperscript]]
 deps = ["Test"]
@@ -2528,15 +2623,15 @@ version = "0.9.5"
 
 [[deps.IOCapture]]
 deps = ["Logging", "Random"]
-git-tree-sha1 = "b6d6bfdd7ce25b0f9b2f6b3dd56b2673a66c8770"
+git-tree-sha1 = "0ee181ec08df7d7c911901ea38baf16f755114dc"
 uuid = "b5f81e59-6552-4d32-b1f0-c071b021bf89"
-version = "0.2.5"
+version = "1.0.0"
 
 [[deps.IRTools]]
 deps = ["InteractiveUtils", "MacroTools"]
-git-tree-sha1 = "950c3717af761bc3ff906c2e8e52bd83390b6ec2"
+git-tree-sha1 = "57e9ce6cf68d0abf5cb6b3b4abf9bedf05c939c0"
 uuid = "7869d1d1-7146-5819-86e3-90919afe41df"
-version = "0.4.14"
+version = "0.4.15"
 
 [[deps.InitialValues]]
 git-tree-sha1 = "4da0f88e9a39111c2fa3add390ab15f3a44f3ca3"
@@ -2553,11 +2648,13 @@ deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArr
 git-tree-sha1 = "88a101217d7cb38a7b481ccd50d21876e1d1b0e0"
 uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
 version = "0.15.1"
-weakdeps = ["Unitful"]
 
     [deps.Interpolations.extensions]
     InterpolationsUnitfulExt = "Unitful"
 
+    [deps.Interpolations.weakdeps]
+    Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"
+
 [[deps.IntervalArithmetic]]
 deps = ["CRlibm", "EnumX", "FastRounding", "LinearAlgebra", "Markdown", "Random", "RecipesBase", "RoundingEmulator", "SetRounding", "StaticArrays"]
 git-tree-sha1 = "f59e639916283c1d2e106d2b00910b50f4dab76c"
@@ -2575,9 +2672,9 @@ weakdeps = ["Dates", "Test"]
     InverseFunctionsTestExt = "Test"
 
 [[deps.IrrationalConstants]]
-git-tree-sha1 = "e2222959fbc6c19554dc15174c81bf7bf3aa691c"
+git-tree-sha1 = "b2d91fe939cae05960e760110b328288867b5758"
 uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
-version = "0.2.4"
+version = "0.2.6"
 
 [[deps.IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -2585,16 +2682,16 @@ uuid = "82899510-4779-5014-852e-03e436cf321d"
 version = "1.0.0"
 
 [[deps.JLFzf]]
-deps = ["Pipe", "REPL", "Random", "fzf_jll"]
-git-tree-sha1 = "71b48d857e86bf7a1838c4736545699974ce79a2"
+deps = ["REPL", "Random", "fzf_jll"]
+git-tree-sha1 = "82f7acdc599b65e0f8ccd270ffa1467c21cb647b"
 uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
-version = "0.1.9"
+version = "0.1.11"
 
 [[deps.JLLWrappers]]
 deps = ["Artifacts", "Preferences"]
-git-tree-sha1 = "a007feb38b422fbdab534406aeca1b86823cb4d6"
+git-tree-sha1 = "0533e564aae234aff59ab625543145446d8b6ec2"
 uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210"
-version = "1.7.0"
+version = "1.7.1"
 
 [[deps.JSON]]
 deps = ["Dates", "Mmap", "Parsers", "Unicode"]
@@ -2604,9 +2701,9 @@ version = "0.21.4"
 
 [[deps.JSON3]]
 deps = ["Dates", "Mmap", "Parsers", "PrecompileTools", "StructTypes", "UUIDs"]
-git-tree-sha1 = "1d322381ef7b087548321d3f878cb4c9bd8f8f9b"
+git-tree-sha1 = "411eccfe8aba0814ffa0fdf4860913ed09c34975"
 uuid = "0f8b85d8-7281-11e9-16c2-39a750bddbf1"
-version = "1.14.1"
+version = "1.14.3"
 
     [deps.JSON3.extensions]
     JSON3ArrowExt = ["ArrowTypes"]
@@ -2616,15 +2713,15 @@ version = "1.14.1"
 
 [[deps.JpegTurbo_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "eac1206917768cb54957c65a615460d87b455fc1"
+git-tree-sha1 = "4255f0032eafd6451d707a51d5f0248b8a165e4d"
 uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
-version = "3.1.1+0"
+version = "3.1.3+0"
 
 [[deps.JuMP]]
 deps = ["LinearAlgebra", "MacroTools", "MathOptInterface", "MutableArithmetics", "OrderedCollections", "PrecompileTools", "Printf", "SparseArrays"]
-git-tree-sha1 = "cf832644f225dbe721bb9b97bf432007765fc695"
+git-tree-sha1 = "d6ece925e8798b6f078731ab04ce82c5433b0d64"
 uuid = "4076af6c-e467-56ae-b986-b466b2749572"
-version = "1.24.0"
+version = "1.29.2"
 
     [deps.JuMP.extensions]
     JuMPDimensionalDataExt = "DimensionalData"
@@ -2632,6 +2729,11 @@ version = "1.24.0"
     [deps.JuMP.weakdeps]
     DimensionalData = "0703355e-b756-11e9-17c0-8b28908087d0"
 
+[[deps.JuliaSyntaxHighlighting]]
+deps = ["StyledStrings"]
+uuid = "ac6e5ff7-fb65-4e79-a425-ec3bc9c03011"
+version = "1.12.0"
+
 [[deps.JuliaVariables]]
 deps = ["MLStyle", "NameResolution"]
 git-tree-sha1 = "49fb3cb53362ddadb4415e9b73926d6b40709e70"
@@ -2640,9 +2742,9 @@ version = "0.2.4"
 
 [[deps.KernelAbstractions]]
 deps = ["Adapt", "Atomix", "InteractiveUtils", "MacroTools", "PrecompileTools", "Requires", "StaticArrays", "UUIDs"]
-git-tree-sha1 = "80d268b2f4e396edc5ea004d1e0f569231c71e9e"
+git-tree-sha1 = "b5a371fcd1d989d844a4354127365611ae1e305f"
 uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
-version = "0.9.34"
+version = "0.9.39"
 weakdeps = ["EnzymeCore", "LinearAlgebra", "SparseArrays"]
 
     [deps.KernelAbstractions.extensions]
@@ -2652,9 +2754,9 @@ weakdeps = ["EnzymeCore", "LinearAlgebra", "SparseArrays"]
 
 [[deps.LAME_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "170b660facf5df5de098d866564877e119141cbd"
+git-tree-sha1 = "059aabebaa7c82ccb853dd4a0ee9d17796f7e1bc"
 uuid = "c1c5ebd0-6772-5130-a774-d5fcae4a789d"
-version = "3.100.2+0"
+version = "3.100.3+0"
 
 [[deps.LERC_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -2664,9 +2766,9 @@ version = "4.0.1+0"
 
 [[deps.LLVM]]
 deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Unicode"]
-git-tree-sha1 = "5fcfea6df2ff3e4da708a40c969c3812162346df"
+git-tree-sha1 = "ce8614210409eaa54ed5968f4b50aa96da7ae543"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "9.2.0"
+version = "9.4.4"
 
     [deps.LLVM.extensions]
     BFloat16sExt = "BFloat16s"
@@ -2676,15 +2778,24 @@ version = "9.2.0"
 
 [[deps.LLVMExtra_jll]]
 deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
-git-tree-sha1 = "4b5ad6a4ffa91a00050a964492bc4f86bb48cea0"
+git-tree-sha1 = "8e76807afb59ebb833e9b131ebf1a8c006510f33"
 uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
-version = "0.0.35+0"
+version = "0.0.38+0"
 
 [[deps.LLVMOpenMP_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "78211fb6cbc872f77cad3fc0b6cf647d923f4929"
+git-tree-sha1 = "eb62a3deb62fc6d8822c0c4bef73e4412419c5d8"
 uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
-version = "18.1.7+0"
+version = "18.1.8+0"
+
+[[deps.LRUCache]]
+git-tree-sha1 = "5519b95a490ff5fe629c4a7aa3b3dfc9160498b3"
+uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637"
+version = "1.6.2"
+weakdeps = ["Serialization"]
+
+    [deps.LRUCache.extensions]
+    SerializationExt = ["Serialization"]
 
 [[deps.LZO_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -2698,20 +2809,22 @@ uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
 version = "1.4.0"
 
 [[deps.Latexify]]
-deps = ["Format", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Requires"]
-git-tree-sha1 = "cd714447457c660382fe634710fb56eb255ee42e"
+deps = ["Format", "Ghostscript_jll", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Requires"]
+git-tree-sha1 = "44f93c47f9cd6c7e431f2f2091fcba8f01cd7e8f"
 uuid = "23fbe1c1-3f47-55db-b15f-69d7ec21a316"
-version = "0.16.6"
+version = "0.16.10"
 
     [deps.Latexify.extensions]
     DataFramesExt = "DataFrames"
     SparseArraysExt = "SparseArrays"
     SymEngineExt = "SymEngine"
+    TectonicExt = "tectonic_jll"
 
     [deps.Latexify.weakdeps]
     DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
     SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
     SymEngine = "123dc426-2d89-5057-bbad-38513e3affd8"
+    tectonic_jll = "d7dd28d6-a5e6-559c-9131-7eb760cdacc5"
 
 [[deps.LazilyInitializedFields]]
 git-tree-sha1 = "0f2da712350b020bc3957f269c9caad516383ee0"
@@ -2735,52 +2848,40 @@ 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", "OpenSSL_jll", "Zlib_jll", "nghttp2_jll"]
 uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0"
-version = "8.6.0+0"
+version = "8.15.0+0"
 
 [[deps.LibGit2]]
-deps = ["Base64", "LibGit2_jll", "NetworkOptions", "Printf", "SHA"]
+deps = ["LibGit2_jll", "NetworkOptions", "Printf", "SHA"]
 uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 version = "1.11.0"
 
 [[deps.LibGit2_jll]]
-deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll"]
+deps = ["Artifacts", "LibSSH2_jll", "Libdl", "OpenSSL_jll"]
 uuid = "e37daf67-58a4-590a-8e99-b0245dd2ffc5"
-version = "1.7.2+0"
+version = "1.9.0+0"
 
 [[deps.LibSSH2_jll]]
-deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
+deps = ["Artifacts", "Libdl", "OpenSSL_jll"]
 uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
-version = "1.11.0+1"
+version = "1.11.3+1"
 
 [[deps.Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
 version = "1.11.0"
 
 [[deps.Libffi_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "27ecae93dd25ee0909666e6835051dd684cc035e"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "c8da7e6a91781c41a863611c7e966098d783c57a"
 uuid = "e9f186c6-92d2-5b65-8a66-fee21dc1b490"
-version = "3.2.2+2"
-
-[[deps.Libgcrypt_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgpg_error_jll"]
-git-tree-sha1 = "8be878062e0ffa2c3f67bb58a595375eda5de80b"
-uuid = "d4300ac3-e22c-5743-9152-c294e39db1e4"
-version = "1.11.0+0"
+version = "3.4.7+0"
 
 [[deps.Libglvnd_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll", "Xorg_libXext_jll"]
-git-tree-sha1 = "ff3b4b9d35de638936a525ecd36e86a8bb919d11"
+git-tree-sha1 = "d36c21b9e7c172a44a10484125024495e2625ac0"
 uuid = "7e76a0d4-f3c7-5321-8279-8d96eeed0f29"
-version = "1.7.0+0"
-
-[[deps.Libgpg_error_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "df37206100d39f79b3376afb6b9cee4970041c61"
-uuid = "7add5ba3-2f88-524e-9cd5-f83b8a55f7b8"
-version = "1.51.1+0"
+version = "1.7.1+1"
 
 [[deps.Libiconv_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -2790,32 +2891,32 @@ version = "1.18.0+0"
 
 [[deps.Libmount_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "89211ea35d9df5831fca5d33552c02bd33878419"
+git-tree-sha1 = "3acf07f130a76f87c041cfb2ff7d7284ca67b072"
 uuid = "4b2f31a3-9ecc-558c-b454-b3730dcb73e9"
-version = "2.40.3+0"
+version = "2.41.2+0"
 
 [[deps.Libtiff_jll]]
 deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "LERC_jll", "Libdl", "XZ_jll", "Zlib_jll", "Zstd_jll"]
-git-tree-sha1 = "4ab7581296671007fc33f07a721631b8855f4b1d"
+git-tree-sha1 = "f04133fe05eff1667d2054c53d59f9122383fe05"
 uuid = "89763e89-9b03-5906-acba-b20f662cd828"
-version = "4.7.1+0"
+version = "4.7.2+0"
 
 [[deps.Libuuid_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "e888ad02ce716b319e6bdb985d2ef300e7089889"
+git-tree-sha1 = "2a7a12fc0a4e7fb773450d17975322aa77142106"
 uuid = "38a345b3-de98-5d2b-a5d3-14cd9215e700"
-version = "2.40.3+0"
+version = "2.41.2+0"
 
 [[deps.LineSearches]]
 deps = ["LinearAlgebra", "NLSolversBase", "NaNMath", "Parameters", "Printf"]
-git-tree-sha1 = "e4c3be53733db1051cc15ecf573b1042b3a712a1"
+git-tree-sha1 = "4adee99b7262ad2a1a4bbbc59d993d24e55ea96f"
 uuid = "d3d80556-e9d4-5f37-9878-2ab0fcc64255"
-version = "7.3.0"
+version = "7.4.0"
 
 [[deps.LinearAlgebra]]
 deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"]
 uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
-version = "1.11.0"
+version = "1.12.0"
 
 [[deps.LogExpFunctions]]
 deps = ["DocStringExtensions", "IrrationalConstants", "LinearAlgebra"]
@@ -2839,14 +2940,14 @@ version = "1.11.0"
 
 [[deps.LoggingExtras]]
 deps = ["Dates", "Logging"]
-git-tree-sha1 = "f02b56007b064fbfddb4c9cd60161b6dd0f40df3"
+git-tree-sha1 = "f00544d95982ea270145636c181ceda21c4e2575"
 uuid = "e6f89c97-d47a-5376-807f-9c37f3926c36"
-version = "1.1.0"
+version = "1.2.0"
 
 [[deps.MIMEs]]
-git-tree-sha1 = "1833212fd6f580c20d4291da9c1b4e8a655b128e"
+git-tree-sha1 = "c64d943587f7187e751162b3b84445bbbd79f691"
 uuid = "6c6e2e6c-3030-632d-7369-2d6c69616d65"
-version = "1.0.0"
+version = "1.1.0"
 
 [[deps.MLCore]]
 deps = ["DataAPI", "SimpleTraits", "Tables"]
@@ -2855,10 +2956,10 @@ uuid = "c2834f40-e789-41da-a90e-33b280584a8c"
 version = "1.0.0"
 
 [[deps.MLDataDevices]]
-deps = ["Adapt", "Compat", "Functors", "Preferences", "Random"]
-git-tree-sha1 = "822cb9543a653e46bcaeb2f632b680cd81e57543"
+deps = ["Adapt", "Functors", "Preferences", "Random", "SciMLPublic"]
+git-tree-sha1 = "f5c0536d7bcd78610c5195398e37ce2ab8fd8789"
 uuid = "7e8f7934-dd98-4c1a-8fe8-92b47a384d40"
-version = "1.6.10"
+version = "1.13.0"
 
     [deps.MLDataDevices.extensions]
     MLDataDevicesAMDGPUExt = "AMDGPU"
@@ -2907,37 +3008,37 @@ version = "0.4.17"
 
 [[deps.MLUtils]]
 deps = ["ChainRulesCore", "Compat", "DataAPI", "DelimitedFiles", "FLoops", "MLCore", "NNlib", "Random", "ShowCases", "SimpleTraits", "Statistics", "StatsBase", "Tables", "Transducers"]
-git-tree-sha1 = "6963295133aaa789f5fb18a6dd276c420793cf43"
+git-tree-sha1 = "a772d8d1987433538a5c226f79393324b55f7846"
 uuid = "f1d291b0-491e-4a28-83b9-f70985020b54"
-version = "0.4.7"
+version = "0.4.8"
 
 [[deps.MacroTools]]
-git-tree-sha1 = "72aebe0b5051e5143a079a4685a46da330a40472"
+git-tree-sha1 = "1e0228a030642014fe5cfe68c2c0a818f9e3f522"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.15"
+version = "0.5.16"
 
 [[deps.Malt]]
 deps = ["Distributed", "Logging", "RelocatableFolders", "Serialization", "Sockets"]
-git-tree-sha1 = "02a728ada9d6caae583a0f87c1dd3844f99ec3fd"
+git-tree-sha1 = "21ab3240653e26c8d54c1389779e260a48174be3"
 uuid = "36869731-bdee-424d-aa32-cab38c994e3b"
-version = "1.1.2"
+version = "1.3.0"
 
 [[deps.Markdown]]
-deps = ["Base64"]
+deps = ["Base64", "JuliaSyntaxHighlighting", "StyledStrings"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 version = "1.11.0"
 
 [[deps.MarkdownLiteral]]
 deps = ["CommonMark", "HypertextLiteral"]
-git-tree-sha1 = "0d3fa2dd374934b62ee16a4721fe68c418b92899"
+git-tree-sha1 = "f7d73634acd573bf3489df1ee0d270a5d6d3a7a3"
 uuid = "736d6165-7244-6769-4267-6b50796e6954"
-version = "0.1.1"
+version = "0.1.2"
 
 [[deps.MathOptInterface]]
-deps = ["BenchmarkTools", "CodecBzip2", "CodecZlib", "DataStructures", "ForwardDiff", "JSON3", "LinearAlgebra", "MutableArithmetics", "NaNMath", "OrderedCollections", "PrecompileTools", "Printf", "SparseArrays", "SpecialFunctions", "Test", "Unicode"]
-git-tree-sha1 = "cfc8c22e3b0157430fc80eb6ef46546483356ea9"
+deps = ["BenchmarkTools", "CodecBzip2", "CodecZlib", "DataStructures", "ForwardDiff", "JSON3", "LinearAlgebra", "MutableArithmetics", "NaNMath", "OrderedCollections", "PrecompileTools", "Printf", "SparseArrays", "SpecialFunctions", "Test"]
+git-tree-sha1 = "a2cbab4256690aee457d136752c404e001f27768"
 uuid = "b8f27783-ece8-5eb3-8dc8-9495eed66fee"
-version = "1.36.0"
+version = "1.46.0"
 
 [[deps.MbedTLS]]
 deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
@@ -2946,14 +3047,15 @@ uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
 version = "1.1.9"
 
 [[deps.MbedTLS_jll]]
-deps = ["Artifacts", "Libdl"]
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "3cce3511ca2c6f87b19c34ffc623417ed2798cbd"
 uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
-version = "2.28.6+0"
+version = "2.28.10+0"
 
 [[deps.Measures]]
-git-tree-sha1 = "c13304c81eec1ed3af7fc20e75fb6b26092a1102"
+git-tree-sha1 = "b513cedd20d9c914783d8ad83d08120702bf2c77"
 uuid = "442fdcdd-2543-5da2-b0f3-8c86c306513e"
-version = "0.3.2"
+version = "0.3.3"
 
 [[deps.MicroCollections]]
 deps = ["Accessors", "BangBang", "InitialValues"]
@@ -2973,7 +3075,7 @@ version = "1.11.0"
 
 [[deps.MozillaCACerts_jll]]
 uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
-version = "2023.12.12"
+version = "2025.5.20"
 
 [[deps.MsgPack]]
 deps = ["Serialization"]
@@ -2983,21 +3085,21 @@ version = "1.2.1"
 
 [[deps.MutableArithmetics]]
 deps = ["LinearAlgebra", "SparseArrays", "Test"]
-git-tree-sha1 = "9c0bc309df575c85422232eedfb74d5a9c155401"
+git-tree-sha1 = "22df8573f8e7c593ac205455ca088989d0a2c7a0"
 uuid = "d8a4904e-b15c-11e9-3269-09a3773c0cb0"
-version = "1.6.3"
+version = "1.6.7"
 
 [[deps.NLSolversBase]]
-deps = ["DiffResults", "Distributed", "FiniteDiff", "ForwardDiff"]
-git-tree-sha1 = "a0b464d183da839699f4c79e7606d9d186ec172c"
+deps = ["ADTypes", "DifferentiationInterface", "Distributed", "FiniteDiff", "ForwardDiff"]
+git-tree-sha1 = "25a6638571a902ecfb1ae2a18fc1575f86b1d4df"
 uuid = "d41bc354-129a-5804-8e4c-c37616107c6c"
-version = "7.8.3"
+version = "7.10.0"
 
 [[deps.NNlib]]
-deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Random", "Statistics"]
-git-tree-sha1 = "bdc9d30f151590aca0af22690f5ab7dc18a551cb"
+deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Random", "ScopedValues", "Statistics"]
+git-tree-sha1 = "eb6eb10b675236cee09a81da369f94f16d77dc2f"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.9.27"
+version = "0.9.31"
 
     [deps.NNlib.extensions]
     NNlibAMDGPUExt = "AMDGPU"
@@ -3006,6 +3108,7 @@ version = "0.9.27"
     NNlibEnzymeCoreExt = "EnzymeCore"
     NNlibFFTWExt = "FFTW"
     NNlibForwardDiffExt = "ForwardDiff"
+    NNlibSpecialFunctionsExt = "SpecialFunctions"
 
     [deps.NNlib.weakdeps]
     AMDGPU = "21141c5a-9bdb-4563-92ae-f87d6854732e"
@@ -3013,13 +3116,14 @@ version = "0.9.27"
     EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
     FFTW = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
     ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
+    SpecialFunctions = "276daf66-3868-5448-9aa4-cd146d93841b"
     cuDNN = "02a925ec-e4fe-4b08-9a7e-0d78e3d38ccd"
 
 [[deps.NaNMath]]
 deps = ["OpenLibm_jll"]
-git-tree-sha1 = "cc0a5deefdb12ab3a096f00a6d42133af4560d71"
+git-tree-sha1 = "9b8215b1ee9e78a293f99797cd31375471b2bcae"
 uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
-version = "1.1.2"
+version = "1.1.3"
 
 [[deps.NameResolution]]
 deps = ["PrettyPrint"]
@@ -3029,7 +3133,7 @@ version = "0.1.5"
 
 [[deps.NetworkOptions]]
 uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
-version = "1.2.0"
+version = "1.3.0"
 
 [[deps.NeuralVerification]]
 deps = ["CDDLib", "GLPK", "Interpolations", "JuMP", "LazySets", "LinearAlgebra", "Parameters", "PicoSAT", "Pkg", "Polyhedra", "Random", "Requires", "SCS"]
@@ -3038,25 +3142,25 @@ uuid = "146f25fa-00e7-11e9-3ae5-fdbac6e12fa7"
 version = "0.1.0"
 
 [[deps.OffsetArrays]]
-git-tree-sha1 = "5e1897147d1ff8d98883cda2be2187dcf57d8f0c"
+git-tree-sha1 = "117432e406b5c023f665fa73dc26e79ec3630151"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.15.0"
+version = "1.17.0"
 weakdeps = ["Adapt"]
 
     [deps.OffsetArrays.extensions]
     OffsetArraysAdaptExt = "Adapt"
 
 [[deps.Ogg_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "887579a3eb005446d514ab7aeac5d1d027658b8f"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "b6aa4566bb7ae78498a5e68943863fa8b5231b59"
 uuid = "e7412a2a-1a6e-54c0-be00-318e2571c051"
-version = "1.3.5+1"
+version = "1.3.6+0"
 
 [[deps.OneHotArrays]]
 deps = ["Adapt", "ChainRulesCore", "Compat", "GPUArraysCore", "LinearAlgebra", "NNlib"]
-git-tree-sha1 = "c8c7f6bfabe581dc40b580313a75f1ecce087e27"
+git-tree-sha1 = "bfe8e84c71972f77e775f75e6d8048ad3fdbe8bc"
 uuid = "0b1bfda6-eb8a-41d2-88d8-f5af5cad476f"
-version = "0.2.6"
+version = "0.2.10"
 
 [[deps.OpenBLAS32_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl"]
@@ -3067,24 +3171,23 @@ version = "0.3.29+0"
 [[deps.OpenBLAS_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
 uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
-version = "0.3.27+1"
+version = "0.3.29+0"
 
 [[deps.OpenLibm_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "05823500-19ac-5b8b-9628-191a04bc5112"
-version = "0.8.1+2"
+version = "0.8.7+0"
 
 [[deps.OpenSSL]]
-deps = ["BitFlags", "Dates", "MozillaCACerts_jll", "OpenSSL_jll", "Sockets"]
-git-tree-sha1 = "38cb508d080d21dc1128f7fb04f20387ed4c0af4"
+deps = ["BitFlags", "Dates", "MozillaCACerts_jll", "NetworkOptions", "OpenSSL_jll", "Sockets"]
+git-tree-sha1 = "386b47442468acfb1add94bf2d85365dea10cbab"
 uuid = "4d8831e6-92b7-49fb-bdf8-b643e874388c"
-version = "1.4.3"
+version = "1.6.0"
 
 [[deps.OpenSSL_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "a9697f1d06cc3eb3fb3ad49cc67f2cfabaac31ea"
+deps = ["Artifacts", "Libdl"]
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "3.0.16+0"
+version = "3.5.4+0"
 
 [[deps.OpenSpecFun_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl"]
@@ -3093,53 +3196,62 @@ uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e"
 version = "0.5.6+0"
 
 [[deps.Optim]]
-deps = ["Compat", "FillArrays", "ForwardDiff", "LineSearches", "LinearAlgebra", "NLSolversBase", "NaNMath", "Parameters", "PositiveFactorizations", "Printf", "SparseArrays", "StatsBase"]
-git-tree-sha1 = "c1f51f704f689f87f28b33836fd460ecf9b34583"
+deps = ["Compat", "EnumX", "FillArrays", "ForwardDiff", "LineSearches", "LinearAlgebra", "NLSolversBase", "NaNMath", "PositiveFactorizations", "Printf", "SparseArrays", "StatsBase"]
+git-tree-sha1 = "61942645c38dd2b5b78e2082c9b51ab315315d10"
 uuid = "429524aa-4258-5aef-a3af-852621145aeb"
-version = "1.11.0"
+version = "1.13.2"
 weakdeps = ["MathOptInterface"]
 
     [deps.Optim.extensions]
     OptimMOIExt = "MathOptInterface"
 
 [[deps.Optimisers]]
-deps = ["ChainRulesCore", "Functors", "LinearAlgebra", "Random", "Statistics"]
-git-tree-sha1 = "53ff746a3a2b232a37dbcd262ac8bbb2b18202b8"
+deps = ["ChainRulesCore", "ConstructionBase", "Functors", "LinearAlgebra", "Random", "Statistics"]
+git-tree-sha1 = "131dc319e7c58317e8c6d5170440f6bdaee0a959"
 uuid = "3bd65402-5787-11e9-1adc-39752487f4e2"
-version = "0.4.4"
-weakdeps = ["Adapt", "EnzymeCore"]
+version = "0.4.6"
 
     [deps.Optimisers.extensions]
     OptimisersAdaptExt = ["Adapt"]
     OptimisersEnzymeCoreExt = "EnzymeCore"
+    OptimisersReactantExt = "Reactant"
+
+    [deps.Optimisers.weakdeps]
+    Adapt = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
+    EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
+    Reactant = "3c362404-f566-11ee-1572-e11a4b42c853"
 
 [[deps.Opus_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6703a85cb3781bd5909d48730a67205f3f31a575"
+git-tree-sha1 = "c392fc5dd032381919e3b22dd32d6443760ce7ea"
 uuid = "91d4177d-7536-5919-b921-800302f37372"
-version = "1.3.3+0"
+version = "1.5.2+0"
 
 [[deps.OrderedCollections]]
-git-tree-sha1 = "cc4054e898b852042d7b503313f7ad03de99c3dd"
+git-tree-sha1 = "05868e21324cede2207c6f0f466b4bfef6d5e7ee"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.8.0"
+version = "1.8.1"
 
 [[deps.PCRE2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "efcefdf7-47ab-520b-bdef-62a2eaa19f15"
-version = "10.42.0+1"
+version = "10.44.0+1"
 
 [[deps.PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
-git-tree-sha1 = "966b85253e959ea89c53a9abebbf2e964fbf593b"
+git-tree-sha1 = "d922b4d80d1e12c658da7785e754f4796cc1d60d"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.11.32"
+version = "0.11.36"
+weakdeps = ["StatsBase"]
+
+    [deps.PDMats.extensions]
+    StatsBaseExt = "StatsBase"
 
 [[deps.Pango_jll]]
 deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "FriBidi_jll", "Glib_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "3b31172c032a1def20c98dae3f2cdc9d10e3b561"
+git-tree-sha1 = "0662b083e11420952f2e62e17eddae7fc07d5997"
 uuid = "36c8627f-9965-5494-a995-c6b170f724f3"
-version = "1.56.1+0"
+version = "1.57.0+0"
 
 [[deps.Parameters]]
 deps = ["OrderedCollections", "UnPack"]
@@ -3149,9 +3261,9 @@ version = "0.12.3"
 
 [[deps.Parsers]]
 deps = ["Dates", "PrecompileTools", "UUIDs"]
-git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
+git-tree-sha1 = "7d2f8f21da5db6a806faf7b9b292296da42b2810"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "2.8.1"
+version = "2.8.3"
 
 [[deps.PicoSAT]]
 deps = ["PicoSAT_jll", "Test"]
@@ -3165,21 +3277,16 @@ git-tree-sha1 = "8801eab0536eabe7602f124f27dfbe8c067499d5"
 uuid = "e78fa76d-a187-569f-aede-ad11521a2edf"
 version = "965.0.0+0"
 
-[[deps.Pipe]]
-git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d"
-uuid = "b98c9c47-44ae-5843-9183-064241ee97a0"
-version = "1.3.0"
-
 [[deps.Pixman_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LLVMOpenMP_jll", "Libdl"]
-git-tree-sha1 = "35621f10a7531bc8fa58f74610b1bfb70a3cfc6b"
+git-tree-sha1 = "db76b1ecd5e9715f3d043cec13b2ec93ce015d53"
 uuid = "30392449-352a-5448-841d-b1acce4e97dc"
-version = "0.43.4+0"
+version = "0.44.2+0"
 
 [[deps.Pkg]]
 deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "Random", "SHA", "TOML", "Tar", "UUIDs", "p7zip_jll"]
 uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
-version = "1.11.0"
+version = "1.12.0"
 weakdeps = ["REPL"]
 
     [deps.Pkg.extensions]
@@ -3193,15 +3300,15 @@ version = "3.3.0"
 
 [[deps.PlotUtils]]
 deps = ["ColorSchemes", "Colors", "Dates", "PrecompileTools", "Printf", "Random", "Reexport", "StableRNGs", "Statistics"]
-git-tree-sha1 = "3ca9a356cd2e113c420f2c13bea19f8d3fb1cb18"
+git-tree-sha1 = "26ca162858917496748aad52bb5d3be4d26a228a"
 uuid = "995b91a9-d308-5afd-9ec6-746e21dbc043"
-version = "1.4.3"
+version = "1.4.4"
 
 [[deps.Plots]]
-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", "TOML", "UUIDs", "UnicodeFun", "UnitfulLatexify", "Unzip"]
-git-tree-sha1 = "dae01f8c2e069a683d3a6e17bbae5070ab94786f"
+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", "TOML", "UUIDs", "UnicodeFun", "Unzip"]
+git-tree-sha1 = "12ce661880f8e309569074a61d3767e5756a199f"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
-version = "1.40.9"
+version = "1.41.1"
 
     [deps.Plots.extensions]
     FileIOExt = "FileIO"
@@ -3218,22 +3325,22 @@ version = "1.40.9"
     Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"
 
 [[deps.Pluto]]
-deps = ["Base64", "Configurations", "Dates", "Downloads", "ExpressionExplorer", "FileWatching", "FuzzyCompletions", "HTTP", "HypertextLiteral", "InteractiveUtils", "Logging", "LoggingExtras", "MIMEs", "Malt", "Markdown", "MsgPack", "Pkg", "PlutoDependencyExplorer", "PrecompileSignatures", "PrecompileTools", "REPL", "RegistryInstances", "RelocatableFolders", "Scratch", "Sockets", "TOML", "Tables", "URIs", "UUIDs"]
-git-tree-sha1 = "b5509a2e4d4c189da505b780e3f447d1e38a0350"
+deps = ["Base64", "Configurations", "Dates", "Downloads", "ExpressionExplorer", "FileWatching", "GracefulPkg", "HTTP", "HypertextLiteral", "InteractiveUtils", "LRUCache", "Logging", "LoggingExtras", "MIMEs", "Malt", "Markdown", "MsgPack", "Pkg", "PlutoDependencyExplorer", "PrecompileSignatures", "PrecompileTools", "REPL", "Random", "RegistryInstances", "RelocatableFolders", "SHA", "Scratch", "Sockets", "TOML", "Tables", "URIs", "UUIDs"]
+git-tree-sha1 = "91424262b8490c197b4d4451afd1ab9e412399fc"
 uuid = "c3e4b0f8-55cb-11ea-2926-15256bba5781"
-version = "0.20.4"
+version = "0.20.21"
 
 [[deps.PlutoDependencyExplorer]]
 deps = ["ExpressionExplorer", "InteractiveUtils", "Markdown"]
-git-tree-sha1 = "e0864c15334d2c4bac8137ce3359f1174565e719"
+git-tree-sha1 = "c3e5073a977b1c58b2d55c1ec187c3737e64e6af"
 uuid = "72656b73-756c-7461-726b-72656b6b696b"
-version = "1.2.0"
+version = "1.2.2"
 
 [[deps.PlutoUI]]
-deps = ["AbstractPlutoDingetjes", "Base64", "ColorTypes", "Dates", "FixedPointNumbers", "Hyperscript", "HypertextLiteral", "IOCapture", "InteractiveUtils", "JSON", "Logging", "MIMEs", "Markdown", "Random", "Reexport", "URIs", "UUIDs"]
-git-tree-sha1 = "7e71a55b87222942f0f9337be62e26b1f103d3e4"
+deps = ["AbstractPlutoDingetjes", "Base64", "ColorTypes", "Dates", "Downloads", "FixedPointNumbers", "Hyperscript", "HypertextLiteral", "IOCapture", "InteractiveUtils", "JSON", "Logging", "MIMEs", "Markdown", "Random", "Reexport", "URIs", "UUIDs"]
+git-tree-sha1 = "3faff84e6f97a7f18e0dd24373daa229fd358db5"
 uuid = "7f904dfe-b85e-4ff6-b463-dae2292396a8"
-version = "0.7.61"
+version = "0.7.73"
 
 [[deps.Polyhedra]]
 deps = ["GenericLinearAlgebra", "LinearAlgebra", "MathOptInterface", "MutableArithmetics", "SparseArrays", "StaticArrays"]
@@ -3264,15 +3371,15 @@ version = "3.0.3"
 
 [[deps.PrecompileTools]]
 deps = ["Preferences"]
-git-tree-sha1 = "5aa36f7049a63a1528fe8f7c3f2113413ffd4e1f"
+git-tree-sha1 = "07a921781cab75691315adc645096ed5e370cb77"
 uuid = "aea7be01-6a6a-4083-8856-8a6e6704d82a"
-version = "1.2.1"
+version = "1.3.3"
 
 [[deps.Preferences]]
 deps = ["TOML"]
-git-tree-sha1 = "9306f6085165d270f7e3db02af26a400d580f5c6"
+git-tree-sha1 = "0f27480397253da18fe2c12a4ba4eb9eb208bf3d"
 uuid = "21216c6a-2e73-6563-6e65-726566657250"
-version = "1.4.3"
+version = "1.5.0"
 
 [[deps.PrettyPrint]]
 git-tree-sha1 = "632eb4abab3449ab30c5e1afaa874f0b98b586e4"
@@ -3285,14 +3392,15 @@ uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
 version = "1.11.0"
 
 [[deps.Profile]]
+deps = ["StyledStrings"]
 uuid = "9abbd945-dff8-562f-b5e8-e1ebf5ef1b79"
 version = "1.11.0"
 
 [[deps.ProgressLogging]]
 deps = ["Logging", "SHA", "UUIDs"]
-git-tree-sha1 = "80d919dee55b9c50e8d9e2da5eeafff3fe58b539"
+git-tree-sha1 = "d95ed0324b0799843ac6f7a6a85e65fe4e5173f0"
 uuid = "33c8b6b6-d38a-422a-b730-caa89a2f386c"
-version = "0.1.4"
+version = "0.1.5"
 
 [[deps.PtrArrays]]
 git-tree-sha1 = "1d36ef11a9aaf1e8b74dacc6a731dd1de8fd493d"
@@ -3301,27 +3409,27 @@ version = "1.3.0"
 
 [[deps.Qt6Base_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Fontconfig_jll", "Glib_jll", "JLLWrappers", "Libdl", "Libglvnd_jll", "OpenSSL_jll", "Vulkan_Loader_jll", "Xorg_libSM_jll", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Xorg_libxcb_jll", "Xorg_xcb_util_cursor_jll", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_keysyms_jll", "Xorg_xcb_util_renderutil_jll", "Xorg_xcb_util_wm_jll", "Zlib_jll", "libinput_jll", "xkbcommon_jll"]
-git-tree-sha1 = "492601870742dcd38f233b23c3ec629628c1d724"
+git-tree-sha1 = "34f7e5d2861083ec7596af8b8c092531facf2192"
 uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56"
-version = "6.7.1+1"
+version = "6.8.2+2"
 
 [[deps.Qt6Declarative_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Qt6Base_jll", "Qt6ShaderTools_jll"]
-git-tree-sha1 = "e5dd466bf2569fe08c91a2cc29c1003f4797ac3b"
+git-tree-sha1 = "da7adf145cce0d44e892626e647f9dcbe9cb3e10"
 uuid = "629bc702-f1f5-5709-abd5-49b8460ea067"
-version = "6.7.1+2"
+version = "6.8.2+1"
 
 [[deps.Qt6ShaderTools_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Qt6Base_jll"]
-git-tree-sha1 = "1a180aeced866700d4bebc3120ea1451201f16bc"
+git-tree-sha1 = "9eca9fc3fe515d619ce004c83c31ffd3f85c7ccf"
 uuid = "ce943373-25bb-56aa-8eca-768745ed7b5a"
-version = "6.7.1+1"
+version = "6.8.2+1"
 
 [[deps.Qt6Wayland_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Qt6Base_jll", "Qt6Declarative_jll"]
-git-tree-sha1 = "729927532d48cf79f49070341e1d918a65aba6b0"
+git-tree-sha1 = "8f528b0851b5b7025032818eb5abbeb8a736f853"
 uuid = "e99dba38-086e-5de3-a5b1-6e4c66e897c3"
-version = "6.7.1+1"
+version = "6.8.2+2"
 
 [[deps.QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -3336,7 +3444,7 @@ version = "2.11.2"
     Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
 
 [[deps.REPL]]
-deps = ["InteractiveUtils", "Markdown", "Sockets", "StyledStrings", "Unicode"]
+deps = ["InteractiveUtils", "JuliaSyntaxHighlighting", "Markdown", "Sockets", "StyledStrings", "Unicode"]
 uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
 version = "1.11.0"
 
@@ -3357,9 +3465,9 @@ weakdeps = ["FixedPointNumbers"]
 
 [[deps.ReachabilityBase]]
 deps = ["ExprTools", "InteractiveUtils", "LinearAlgebra", "Random", "Requires", "SparseArrays"]
-git-tree-sha1 = "d28da1989cc21fcf57611f928061de5e8f27dc5c"
+git-tree-sha1 = "0a8aab328cb42e6a928e37c66d5081f6dd810159"
 uuid = "379f33d0-9447-4353-bd03-d664070e549f"
-version = "0.3.3"
+version = "0.3.5"
 
 [[deps.RealDot]]
 deps = ["LinearAlgebra"]
@@ -3398,15 +3506,15 @@ version = "1.0.1"
 
 [[deps.Requires]]
 deps = ["UUIDs"]
-git-tree-sha1 = "838a3a4188e2ded87a4f9f184b4b0d78a1e91cb7"
+git-tree-sha1 = "62389eeff14780bfe55195b7204c0d8738436d64"
 uuid = "ae029012-a4dd-5104-9daa-d747884805df"
-version = "1.3.0"
+version = "1.3.1"
 
 [[deps.Rmath]]
 deps = ["Random", "Rmath_jll"]
-git-tree-sha1 = "852bd0f55565a9e973fcfee83a84413270224dc4"
+git-tree-sha1 = "5b3d50eb374cea306873b371d3f8d3915a018f0b"
 uuid = "79098fc4-a85e-5d69-aa6a-4863f24498fa"
-version = "0.8.0"
+version = "0.9.0"
 
 [[deps.Rmath_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -3420,10 +3528,10 @@ uuid = "5eaf0fd0-dfba-4ccb-bf02-d820a40db705"
 version = "0.2.1"
 
 [[deps.SCS]]
-deps = ["MathOptInterface", "Requires", "SCS_jll", "SparseArrays"]
-git-tree-sha1 = "aa3fcff53da363b4ba4b54d4ac4c9186ab00d703"
+deps = ["LinearAlgebra", "MathOptInterface", "OpenBLAS32_jll", "PrecompileTools", "SCS_jll", "SparseArrays"]
+git-tree-sha1 = "48ec3c39787bc7b278789b9af17c157ea8774dae"
 uuid = "c946c3f1-0d1f-5ce8-9dea-7daa1f7e2d13"
-version = "2.0.2"
+version = "2.4.0"
 
     [deps.SCS.extensions]
     SCSSCS_GPU_jllExt = ["SCS_GPU_jll"]
@@ -3434,26 +3542,31 @@ version = "2.0.2"
     SCS_MKL_jll = "3f2553a9-4106-52be-b7dd-865123654657"
 
 [[deps.SCS_jll]]
-deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LLVMOpenMP_jll", "Libdl", "OpenBLAS32_jll"]
-git-tree-sha1 = "902cc4e42ecca21bbd74babf899b2a5b12add323"
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LLVMOpenMP_jll", "Libdl", "libblastrampoline_jll"]
+git-tree-sha1 = "05d6e31efa3debae6618dabee35dbd53cf4539d8"
 uuid = "f4f2fc5b-1d94-523c-97ea-2ab488bedf4b"
-version = "3.2.7+0"
+version = "300.200.900+0"
 
 [[deps.SHA]]
 uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
 
+[[deps.SciMLPublic]]
+git-tree-sha1 = "ed647f161e8b3f2973f24979ec074e8d084f1bee"
+uuid = "431bcebd-1456-4ced-9d72-93c2757fff0b"
+version = "1.0.0"
+
 [[deps.ScopedValues]]
 deps = ["HashArrayMappedTries", "Logging"]
-git-tree-sha1 = "1147f140b4c8ddab224c94efa9569fc23d63ab44"
+git-tree-sha1 = "c3b2323466378a2ba15bea4b2f73b081e022f473"
 uuid = "7e506255-f358-4e82-b7e4-beb19740aa63"
-version = "1.3.0"
+version = "1.5.0"
 
 [[deps.Scratch]]
 deps = ["Dates"]
-git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386"
+git-tree-sha1 = "9b81b8393e50b7d4e6d0a9f14e192294d3b7c109"
 uuid = "6c6a2e73-6563-6170-7368-637461726353"
-version = "1.2.1"
+version = "1.3.0"
 
 [[deps.Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
@@ -3466,9 +3579,9 @@ version = "0.2.1"
 
 [[deps.Setfield]]
 deps = ["ConstructionBase", "Future", "MacroTools", "StaticArraysCore"]
-git-tree-sha1 = "e2cc6d8c88613c05e1defb55170bf5ff211fbeac"
+git-tree-sha1 = "c5391c6ace3bc430ca630251d02ea9687169ca68"
 uuid = "efcf1570-3423-57d1-acb7-fd33fddbac46"
-version = "1.1.1"
+version = "1.1.2"
 
 [[deps.SharedArrays]]
 deps = ["Distributed", "Mmap", "Random", "Serialization"]
@@ -3499,9 +3612,9 @@ version = "1.2.0"
 
 [[deps.SimpleTraits]]
 deps = ["InteractiveUtils", "MacroTools"]
-git-tree-sha1 = "5d7e3f4e11935503d3ecaf7186eac40602e7d231"
+git-tree-sha1 = "be8eeac05ec97d379347584fa9fe2f5f76795bcb"
 uuid = "699a6c99-e7fa-54fc-8d76-47d257e15c1d"
-version = "0.9.4"
+version = "0.9.5"
 
 [[deps.Sockets]]
 uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
@@ -3509,14 +3622,14 @@ version = "1.11.0"
 
 [[deps.SortingAlgorithms]]
 deps = ["DataStructures"]
-git-tree-sha1 = "66e0a8e672a0bdfca2c3f5937efb8538b9ddc085"
+git-tree-sha1 = "64d974c2e6fdf07f8155b5b2ca2ffa9069b608d9"
 uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
-version = "1.2.1"
+version = "1.2.2"
 
 [[deps.SparseArrays]]
 deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
 uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
-version = "1.11.0"
+version = "1.12.0"
 
 [[deps.SparseInverseSubset]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
@@ -3526,9 +3639,9 @@ version = "0.1.2"
 
 [[deps.SpecialFunctions]]
 deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
-git-tree-sha1 = "64cca0c26b4f31ba18f13f6c12af7c85f478cfde"
+git-tree-sha1 = "f2685b435df2613e25fc10ad8c26dddb8640f547"
 uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
-version = "2.5.0"
+version = "2.6.1"
 weakdeps = ["ChainRulesCore"]
 
     [deps.SpecialFunctions.extensions]
@@ -3542,21 +3655,21 @@ version = "0.1.15"
 
 [[deps.StableRNGs]]
 deps = ["Random"]
-git-tree-sha1 = "83e6cce8324d49dfaf9ef059227f91ed4441a8e5"
+git-tree-sha1 = "4f96c596b8c8258cc7d3b19797854d368f243ddc"
 uuid = "860ef19b-820b-49d6-a774-d7a799459cd3"
-version = "1.0.2"
+version = "1.0.4"
 
 [[deps.StanfordAA228V]]
 deps = ["AbstractPlutoDingetjes", "BSON", "Base64", "Distances", "Distributions", "Downloads", "ForwardDiff", "GridInterpolations", "Interpolations", "LazySets", "LinearAlgebra", "Markdown", "Optim", "Parameters", "Pkg", "Plots", "Pluto", "PlutoUI", "ProgressLogging", "Random", "SignalTemporalLogic", "Statistics", "TOML"]
-git-tree-sha1 = "758b0f1666ca15b1b3d647674da637263a4a91e9"
+git-tree-sha1 = "6fbdc3d82618f9392a8e1291c206d4b311310380"
 uuid = "6f6e590e-f8c2-4a21-9268-94576b9fb3b1"
-version = "0.1.25"
+version = "0.1.28"
 
 [[deps.StaticArrays]]
 deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
-git-tree-sha1 = "e3be13f448a43610f978d29b7adf78c76022467a"
+git-tree-sha1 = "b8693004b385c842357406e3af647701fe783f98"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "1.9.12"
+version = "1.9.15"
 weakdeps = ["ChainRulesCore", "Statistics"]
 
     [deps.StaticArrays.extensions]
@@ -3564,9 +3677,9 @@ weakdeps = ["ChainRulesCore", "Statistics"]
     StaticArraysStatisticsExt = "Statistics"
 
 [[deps.StaticArraysCore]]
-git-tree-sha1 = "192954ef1208c7019899fbf8049e717f92959682"
+git-tree-sha1 = "6ab403037779dae8c514bad259f32a447262455a"
 uuid = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
-version = "1.4.3"
+version = "1.4.4"
 
 [[deps.Statistics]]
 deps = ["LinearAlgebra"]
@@ -3580,21 +3693,21 @@ weakdeps = ["SparseArrays"]
 
 [[deps.StatsAPI]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "1ff449ad350c9c4cbc756624d6f8a8c3ef56d3ed"
+git-tree-sha1 = "9d72a13a3f4dd3795a195ac5a44d7d6ff5f552ff"
 uuid = "82ae8749-77ed-4fe6-ae5f-f523153014b0"
-version = "1.7.0"
+version = "1.7.1"
 
 [[deps.StatsBase]]
 deps = ["AliasTables", "DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
-git-tree-sha1 = "29321314c920c26684834965ec2ce0dacc9cf8e5"
+git-tree-sha1 = "064b532283c97daae49e544bb9cb413c26511f8c"
 uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
-version = "0.34.4"
+version = "0.34.8"
 
 [[deps.StatsFuns]]
 deps = ["HypergeometricFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
-git-tree-sha1 = "b423576adc27097764a90e163157bcfc9acf0f46"
+git-tree-sha1 = "91f091a8716a6bb38417a6e6f274602a19aaa685"
 uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
-version = "1.3.2"
+version = "1.5.2"
 weakdeps = ["ChainRulesCore", "InverseFunctions"]
 
     [deps.StatsFuns.extensions]
@@ -3603,9 +3716,9 @@ weakdeps = ["ChainRulesCore", "InverseFunctions"]
 
 [[deps.StructArrays]]
 deps = ["ConstructionBase", "DataAPI", "Tables"]
-git-tree-sha1 = "9537ef82c42cdd8c5d443cbc359110cbb36bae10"
+git-tree-sha1 = "a2c37d815bf00575332b7bd0389f771cb7987214"
 uuid = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
-version = "0.6.21"
+version = "0.7.2"
 weakdeps = ["Adapt", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "SparseArrays", "StaticArrays"]
 
     [deps.StructArrays.extensions]
@@ -3632,7 +3745,7 @@ uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"
 [[deps.SuiteSparse_jll]]
 deps = ["Artifacts", "Libdl", "libblastrampoline_jll"]
 uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
-version = "7.7.0+0"
+version = "7.8.3+2"
 
 [[deps.TOML]]
 deps = ["Dates"]
@@ -3647,9 +3760,9 @@ version = "1.0.1"
 
 [[deps.Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "OrderedCollections", "TableTraits"]
-git-tree-sha1 = "598cd7c1f68d1e205689b1c2fe65a9f85846f297"
+git-tree-sha1 = "f2c1efbc8f3a609aadf318094f8fc5204bdaf344"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.12.0"
+version = "1.12.1"
 
 [[deps.Tar]]
 deps = ["ArgTools", "SHA"]
@@ -3673,10 +3786,10 @@ uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
 version = "0.11.3"
 
 [[deps.Transducers]]
-deps = ["Accessors", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "SplittablesBase", "Tables"]
-git-tree-sha1 = "7deeab4ff96b85c5f72c824cae53a1398da3d1cb"
+deps = ["Accessors", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "SplittablesBase", "Tables"]
+git-tree-sha1 = "4aa1fdf6c1da74661f6f5d3edfd96648321dade9"
 uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
-version = "0.4.84"
+version = "0.4.85"
 
     [deps.Transducers.extensions]
     TransducersAdaptExt = "Adapt"
@@ -3695,14 +3808,14 @@ version = "0.4.84"
     Referenceables = "42d2dcc6-99eb-4e98-b66c-637b7d73030e"
 
 [[deps.Tricks]]
-git-tree-sha1 = "6cae795a5a9313bbb4f60683f7263318fc7d1505"
+git-tree-sha1 = "311349fd1c93a31f783f977a71e8b062a57d4101"
 uuid = "410a4b4d-49e4-4fbc-ab6d-cb71b17b3775"
-version = "0.1.10"
+version = "0.1.13"
 
 [[deps.URIs]]
-git-tree-sha1 = "67db6cc7b3821e19ebe75791a9dd19c9b1188f2b"
+git-tree-sha1 = "bef26fb046d031353ef97a82e3fdb6afe7f21b1a"
 uuid = "5c2747f8-b7ea-4ff2-ba2e-563bfd36b1d4"
-version = "1.5.1"
+version = "1.6.1"
 
 [[deps.UUIDs]]
 deps = ["Random", "SHA"]
@@ -3724,23 +3837,6 @@ git-tree-sha1 = "53915e50200959667e78a92a418594b428dffddf"
 uuid = "1cfade01-22cf-5700-b092-accc4b62d6e1"
 version = "0.4.1"
 
-[[deps.Unitful]]
-deps = ["Dates", "LinearAlgebra", "Random"]
-git-tree-sha1 = "c0667a8e676c53d390a09dc6870b3d8d6650e2bf"
-uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.22.0"
-weakdeps = ["ConstructionBase", "InverseFunctions"]
-
-    [deps.Unitful.extensions]
-    ConstructionBaseUnitfulExt = "ConstructionBase"
-    InverseFunctionsUnitfulExt = "InverseFunctions"
-
-[[deps.UnitfulLatexify]]
-deps = ["LaTeXStrings", "Latexify", "Unitful"]
-git-tree-sha1 = "975c354fcd5f7e1ddcc1f1a23e6e091d99e99bc8"
-uuid = "45397f5d-5981-4c77-b2b3-fc36d6e9b728"
-version = "1.6.4"
-
 [[deps.UnsafeAtomics]]
 git-tree-sha1 = "b13c4edda90890e5b04ba24e20a310fbe6f249ff"
 uuid = "013be700-e6cd-48c3-b4a1-df204f14c38f"
@@ -3762,16 +3858,10 @@ uuid = "a44049a8-05dd-5a78-86c9-5fde0876e88c"
 version = "1.3.243+0"
 
 [[deps.Wayland_jll]]
-deps = ["Artifacts", "EpollShim_jll", "Expat_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg", "XML2_jll"]
-git-tree-sha1 = "85c7811eddec9e7f22615371c3cc81a504c508ee"
+deps = ["Artifacts", "EpollShim_jll", "Expat_jll", "JLLWrappers", "Libdl", "Libffi_jll"]
+git-tree-sha1 = "96478df35bbc2f3e1e791bc7a3d0eeee559e60e9"
 uuid = "a2964d1f-97da-50d4-b82a-358c7fce9d89"
-version = "1.21.0+2"
-
-[[deps.Wayland_protocols_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "5db3e9d307d32baba7067b13fc7b5aa6edd4a19a"
-uuid = "2381bf8a-dfd0-557d-9999-79630e7b1b91"
-version = "1.36.0+0"
+version = "1.24.0+0"
 
 [[deps.WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
@@ -3779,184 +3869,166 @@ git-tree-sha1 = "c1a7aa6219628fcd757dede0ca95e245c5cd9511"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
 version = "1.0.0"
 
-[[deps.XML2_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
-git-tree-sha1 = "ee6f41aac16f6c9a8cab34e2f7a200418b1cc1e3"
-uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.13.6+0"
-
-[[deps.XSLT_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "XML2_jll", "Zlib_jll"]
-git-tree-sha1 = "7d1671acbe47ac88e981868a078bd6b4e27c5191"
-uuid = "aed1982a-8fda-507f-9586-7b0439959a61"
-version = "1.1.42+0"
-
 [[deps.XZ_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "56c6604ec8b2d82cc4cfe01aa03b00426aac7e1f"
+git-tree-sha1 = "fee71455b0aaa3440dfdd54a9a36ccef829be7d4"
 uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800"
-version = "5.6.4+1"
+version = "5.8.1+0"
 
 [[deps.Xorg_libICE_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "326b4fea307b0b39892b3e85fa451692eda8d46c"
+git-tree-sha1 = "a3ea76ee3f4facd7a64684f9af25310825ee3668"
 uuid = "f67eecfb-183a-506d-b269-f58e52b52d7c"
-version = "1.1.1+0"
+version = "1.1.2+0"
 
 [[deps.Xorg_libSM_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libICE_jll"]
-git-tree-sha1 = "3796722887072218eabafb494a13c963209754ce"
+git-tree-sha1 = "9c7ad99c629a44f81e7799eb05ec2746abb5d588"
 uuid = "c834827a-8449-5923-a945-d239c165b7dd"
-version = "1.2.4+0"
+version = "1.2.6+0"
 
 [[deps.Xorg_libX11_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxcb_jll", "Xorg_xtrans_jll"]
-git-tree-sha1 = "9dafcee1d24c4f024e7edc92603cedba72118283"
+git-tree-sha1 = "b5899b25d17bf1889d25906fb9deed5da0c15b3b"
 uuid = "4f6342f7-b3d2-589e-9d20-edeb45f2b2bc"
-version = "1.8.6+3"
+version = "1.8.12+0"
 
 [[deps.Xorg_libXau_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "e9216fdcd8514b7072b43653874fd688e4c6c003"
+git-tree-sha1 = "aa1261ebbac3ccc8d16558ae6799524c450ed16b"
 uuid = "0c0b7dd1-d40b-584c-a123-a41640f87eec"
-version = "1.0.12+0"
+version = "1.0.13+0"
 
 [[deps.Xorg_libXcursor_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libXfixes_jll", "Xorg_libXrender_jll"]
-git-tree-sha1 = "807c226eaf3651e7b2c468f687ac788291f9a89b"
+git-tree-sha1 = "6c74ca84bbabc18c4547014765d194ff0b4dc9da"
 uuid = "935fb764-8cf2-53bf-bb30-45bb1f8bf724"
-version = "1.2.3+0"
+version = "1.2.4+0"
 
 [[deps.Xorg_libXdmcp_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "89799ae67c17caa5b3b5a19b8469eeee474377db"
+git-tree-sha1 = "52858d64353db33a56e13c341d7bf44cd0d7b309"
 uuid = "a3789734-cfe1-5b06-b2d0-1dd0d9d62d05"
-version = "1.1.5+0"
+version = "1.1.6+0"
 
 [[deps.Xorg_libXext_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
-git-tree-sha1 = "d7155fea91a4123ef59f42c4afb5ab3b4ca95058"
+git-tree-sha1 = "a4c0ee07ad36bf8bbce1c3bb52d21fb1e0b987fb"
 uuid = "1082639a-0dae-5f34-9b06-72781eeb8cb3"
-version = "1.3.6+3"
+version = "1.3.7+0"
 
 [[deps.Xorg_libXfixes_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
-git-tree-sha1 = "6fcc21d5aea1a0b7cce6cab3e62246abd1949b86"
+git-tree-sha1 = "75e00946e43621e09d431d9b95818ee751e6b2ef"
 uuid = "d091e8ba-531a-589c-9de9-94069b037ed8"
-version = "6.0.0+0"
+version = "6.0.2+0"
 
 [[deps.Xorg_libXi_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libXext_jll", "Xorg_libXfixes_jll"]
-git-tree-sha1 = "984b313b049c89739075b8e2a94407076de17449"
+git-tree-sha1 = "a376af5c7ae60d29825164db40787f15c80c7c54"
 uuid = "a51aa0fd-4e3c-5386-b890-e753decda492"
-version = "1.8.2+0"
+version = "1.8.3+0"
 
 [[deps.Xorg_libXinerama_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libXext_jll"]
-git-tree-sha1 = "a1a7eaf6c3b5b05cb903e35e8372049b107ac729"
+git-tree-sha1 = "a5bc75478d323358a90dc36766f3c99ba7feb024"
 uuid = "d1454406-59df-5ea1-beac-c340f2130bc3"
-version = "1.1.5+0"
+version = "1.1.6+0"
 
 [[deps.Xorg_libXrandr_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libXext_jll", "Xorg_libXrender_jll"]
-git-tree-sha1 = "b6f664b7b2f6a39689d822a6300b14df4668f0f4"
+git-tree-sha1 = "aff463c82a773cb86061bce8d53a0d976854923e"
 uuid = "ec84b674-ba8e-5d96-8ba1-2a689ba10484"
-version = "1.5.4+0"
+version = "1.5.5+0"
 
 [[deps.Xorg_libXrender_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
-git-tree-sha1 = "a490c6212a0e90d2d55111ac956f7c4fa9c277a6"
+git-tree-sha1 = "7ed9347888fac59a618302ee38216dd0379c480d"
 uuid = "ea2f1a96-1ddc-540d-b46f-429655e07cfa"
-version = "0.9.11+1"
-
-[[deps.Xorg_libpthread_stubs_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "c57201109a9e4c0585b208bb408bc41d205ac4e9"
-uuid = "14d82f49-176c-5ed1-bb49-ad3f5cbd8c74"
-version = "0.1.2+0"
+version = "0.9.12+0"
 
 [[deps.Xorg_libxcb_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "XSLT_jll", "Xorg_libXau_jll", "Xorg_libXdmcp_jll", "Xorg_libpthread_stubs_jll"]
-git-tree-sha1 = "1a74296303b6524a0472a8cb12d3d87a78eb3612"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libXau_jll", "Xorg_libXdmcp_jll"]
+git-tree-sha1 = "bfcaf7ec088eaba362093393fe11aa141fa15422"
 uuid = "c7cfdc94-dc32-55de-ac96-5a1b8d977c5b"
-version = "1.17.0+3"
+version = "1.17.1+0"
 
 [[deps.Xorg_libxkbfile_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
-git-tree-sha1 = "dbc53e4cf7701c6c7047c51e17d6e64df55dca94"
+git-tree-sha1 = "e3150c7400c41e207012b41659591f083f3ef795"
 uuid = "cc61e674-0454-545c-8b26-ed2c68acab7a"
-version = "1.1.2+1"
+version = "1.1.3+0"
 
 [[deps.Xorg_xcb_util_cursor_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_jll", "Xorg_xcb_util_renderutil_jll"]
-git-tree-sha1 = "04341cb870f29dcd5e39055f895c39d016e18ccd"
+git-tree-sha1 = "9750dc53819eba4e9a20be42349a6d3b86c7cdf8"
 uuid = "e920d4aa-a673-5f3a-b3d7-f755a4d47c43"
-version = "0.1.4+0"
+version = "0.1.6+0"
 
 [[deps.Xorg_xcb_util_image_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
-git-tree-sha1 = "0fab0a40349ba1cba2c1da699243396ff8e94b97"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_jll"]
+git-tree-sha1 = "f4fc02e384b74418679983a97385644b67e1263b"
 uuid = "12413925-8142-5f55-bb0e-6d7ca50bb09b"
-version = "0.4.0+1"
+version = "0.4.1+0"
 
 [[deps.Xorg_xcb_util_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libxcb_jll"]
-git-tree-sha1 = "e7fd7b2881fa2eaa72717420894d3938177862d1"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxcb_jll"]
+git-tree-sha1 = "68da27247e7d8d8dafd1fcf0c3654ad6506f5f97"
 uuid = "2def613f-5ad1-5310-b15b-b15d46f528f5"
-version = "0.4.0+1"
+version = "0.4.1+0"
 
 [[deps.Xorg_xcb_util_keysyms_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
-git-tree-sha1 = "d1151e2c45a544f32441a567d1690e701ec89b00"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_jll"]
+git-tree-sha1 = "44ec54b0e2acd408b0fb361e1e9244c60c9c3dd4"
 uuid = "975044d2-76e6-5fbe-bf08-97ce7c6574c7"
-version = "0.4.0+1"
+version = "0.4.1+0"
 
 [[deps.Xorg_xcb_util_renderutil_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
-git-tree-sha1 = "dfd7a8f38d4613b6a575253b3174dd991ca6183e"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_jll"]
+git-tree-sha1 = "5b0263b6d080716a02544c55fdff2c8d7f9a16a0"
 uuid = "0d47668e-0667-5a69-a72c-f761630bfb7e"
-version = "0.3.9+1"
+version = "0.3.10+0"
 
 [[deps.Xorg_xcb_util_wm_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
-git-tree-sha1 = "e78d10aab01a4a154142c5006ed44fd9e8e31b67"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_jll"]
+git-tree-sha1 = "f233c83cad1fa0e70b7771e0e21b061a116f2763"
 uuid = "c22f9ab0-d5fe-5066-847c-f4bb1cd4e361"
-version = "0.4.1+1"
+version = "0.4.2+0"
 
 [[deps.Xorg_xkbcomp_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxkbfile_jll"]
-git-tree-sha1 = "ab2221d309eda71020cdda67a973aa582aa85d69"
+git-tree-sha1 = "801a858fc9fb90c11ffddee1801bb06a738bda9b"
 uuid = "35661453-b289-5fab-8a00-3d9160c6a3a4"
-version = "1.4.6+1"
+version = "1.4.7+0"
 
 [[deps.Xorg_xkeyboard_config_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xkbcomp_jll"]
-git-tree-sha1 = "691634e5453ad362044e2ad653e79f3ee3bb98c3"
+git-tree-sha1 = "00af7ebdc563c9217ecc67776d1bbf037dbcebf4"
 uuid = "33bec58e-1273-512f-9401-5d533626f822"
-version = "2.39.0+0"
+version = "2.44.0+0"
 
 [[deps.Xorg_xtrans_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6dba04dbfb72ae3ebe5418ba33d087ba8aa8cb00"
+git-tree-sha1 = "a63799ff68005991f9d9491b6e95bd3478d783cb"
 uuid = "c5fb5394-a638-5e4d-96e5-b29de1b5cf10"
-version = "1.5.1+0"
+version = "1.6.0+0"
 
 [[deps.Zlib_jll]]
 deps = ["Libdl"]
 uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
-version = "1.2.13+1"
+version = "1.3.1+2"
 
 [[deps.Zstd_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "622cf78670d067c738667aaa96c553430b65e269"
+git-tree-sha1 = "446b23e73536f84e8037f5dce465e92275f6a308"
 uuid = "3161d3a3-bdf6-5164-811a-617609db77b4"
-version = "1.5.7+0"
+version = "1.5.7+1"
 
 [[deps.Zygote]]
 deps = ["AbstractFFTs", "ChainRules", "ChainRulesCore", "DiffRules", "Distributed", "FillArrays", "ForwardDiff", "GPUArrays", "GPUArraysCore", "IRTools", "InteractiveUtils", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NaNMath", "PrecompileTools", "Random", "Requires", "SparseArrays", "SpecialFunctions", "Statistics", "ZygoteRules"]
-git-tree-sha1 = "0b3c944f5d2d8b466c5d20a84c229c17c528f49e"
+git-tree-sha1 = "8462a20f0fd85b4ef4a1b7310d33e7475d2bb14f"
 uuid = "e88e6eb3-aa80-5325-afca-941959d7151f"
-version = "0.6.75"
+version = "0.6.77"
 
     [deps.Zygote.extensions]
     ZygoteColorsExt = "Colors"
@@ -3981,39 +4053,33 @@ uuid = "f07e07eb-5685-515a-97c8-3014f6152feb"
 version = "0.94.14+0"
 
 [[deps.eudev_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
-git-tree-sha1 = "431b678a28ebb559d224c0b6b6d01afce87c51ba"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "c3b0e6196d50eab0c5ed34021aaa0bb463489510"
 uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06"
-version = "3.2.9+0"
+version = "3.2.14+0"
 
 [[deps.fzf_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "6e50f145003024df4f5cb96c7fce79466741d601"
+git-tree-sha1 = "b6a34e0e0960190ac2a4363a1bd003504772d631"
 uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09"
-version = "0.56.3+0"
-
-[[deps.gperf_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "0ba42241cb6809f1a278d0bcb976e0483c3f1f2d"
-uuid = "1a1c6b14-54f6-533d-8383-74cd7377aa70"
-version = "3.1.1+1"
+version = "0.61.1+0"
 
 [[deps.libaom_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "522c1df09d05a71785765d19c9524661234738e9"
+git-tree-sha1 = "371cc681c00a3ccc3fbc5c0fb91f58ba9bec1ecf"
 uuid = "a4ae2306-e953-59d6-aa16-d00cac43593b"
-version = "3.11.0+0"
+version = "3.13.1+0"
 
 [[deps.libass_jll]]
 deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
-git-tree-sha1 = "e17c115d55c5fbb7e52ebedb427a0dca79d4484e"
+git-tree-sha1 = "125eedcb0a4a0bba65b657251ce1d27c8714e9d6"
 uuid = "0ac62f75-1d6f-5e53-bd7c-93b484bb37c0"
-version = "0.15.2+0"
+version = "0.17.4+0"
 
 [[deps.libblastrampoline_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
-version = "5.11.0+0"
+version = "5.15.0+0"
 
 [[deps.libdecor_jll]]
 deps = ["Artifacts", "Dbus_jll", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pango_jll", "Wayland_jll", "xkbcommon_jll"]
@@ -4022,73 +4088,74 @@ uuid = "1183f4f0-6f2a-5f1a-908b-139f9cdfea6f"
 version = "0.2.2+0"
 
 [[deps.libevdev_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "141fe65dc3efabb0b1d5ba74e91f6ad26f84cc22"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "56d643b57b188d30cccc25e331d416d3d358e557"
 uuid = "2db6ffa8-e38f-5e21-84af-90c45d0032cc"
-version = "1.11.0+0"
+version = "1.13.4+0"
 
 [[deps.libfdk_aac_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "8a22cf860a7d27e4f3498a0fe0811a7957badb38"
+git-tree-sha1 = "646634dd19587a56ee2f1199563ec056c5f228df"
 uuid = "f638f0a6-7fb0-5443-88ba-1cc74229b280"
-version = "2.0.3+0"
+version = "2.0.4+0"
 
 [[deps.libinput_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "eudev_jll", "libevdev_jll", "mtdev_jll"]
-git-tree-sha1 = "ad50e5b90f222cfe78aa3d5183a20a12de1322ce"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "eudev_jll", "libevdev_jll", "mtdev_jll"]
+git-tree-sha1 = "91d05d7f4a9f67205bd6cf395e488009fe85b499"
 uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
-version = "1.18.0+0"
+version = "1.28.1+0"
 
 [[deps.libpng_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
-git-tree-sha1 = "055a96774f383318750a1a5e10fd4151f04c29c5"
+git-tree-sha1 = "07b6a107d926093898e82b3b1db657ebe33134ec"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
-version = "1.6.46+0"
+version = "1.6.50+0"
 
 [[deps.libvorbis_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
-git-tree-sha1 = "490376214c4721cdaca654041f635213c6165cb3"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll"]
+git-tree-sha1 = "11e1772e7f3cc987e9d3de991dd4f6b2602663a5"
 uuid = "f27f6e37-5d2b-51aa-960f-b287f2bc3b7a"
-version = "1.3.7+2"
+version = "1.3.8+0"
 
 [[deps.mtdev_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "814e154bdb7be91d78b6802843f76b6ece642f11"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "b4d631fd51f2e9cdd93724ae25b2efc198b059b1"
 uuid = "009596ad-96f7-51b1-9f1b-5ce2d5e8a71e"
-version = "1.1.6+0"
+version = "1.1.7+0"
 
 [[deps.nghttp2_jll]]
 deps = ["Artifacts", "Libdl"]
 uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.59.0+0"
+version = "1.64.0+1"
 
 [[deps.p7zip_jll]]
-deps = ["Artifacts", "Libdl"]
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
 uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
-version = "17.4.0+2"
+version = "17.7.0+0"
 
 [[deps.x264_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "4fea590b89e6ec504593146bf8b988b2c00922b2"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "14cc7083fc6dff3cc44f2bc435ee96d06ed79aa7"
 uuid = "1270edf5-f2f9-52d2-97e9-ab00b5d0237a"
-version = "2021.5.5+0"
+version = "10164.0.1+0"
 
 [[deps.x265_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ee567a171cce03570d77ad3a43e90218e38937a9"
+deps = ["Artifacts", "JLLWrappers", "Libdl"]
+git-tree-sha1 = "e7b67590c14d487e734dcb925924c5dc43ec85f3"
 uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76"
-version = "3.5.0+0"
+version = "4.1.0+0"
 
 [[deps.xkbcommon_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Wayland_jll", "Wayland_protocols_jll", "Xorg_libxcb_jll", "Xorg_xkeyboard_config_jll"]
-git-tree-sha1 = "63406453ed9b33a0df95d570816d5366c92b7809"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxcb_jll", "Xorg_xkeyboard_config_jll"]
+git-tree-sha1 = "fbf139bce07a534df0e699dbb5f5cc9346f95cc1"
 uuid = "d8fb68d0-12a3-5cfd-a85a-d49703b185fd"
-version = "1.4.1+2"
+version = "1.9.2+0"
 """
 
 # ╔═╡ Cell order:
 # ╟─6b17139e-6caf-4f07-a607-e403bf1ad794
 # ╠═14964632-98d8-4a2f-b2f6-e3f28b558803
+# ╠═268f31d2-e485-43e1-a925-48928bb3e360
 # ╟─117d0059-ce1a-497e-8667-a0c2ef20c632
 # ╟─60f72d30-ab80-11ef-3c20-270dbcdf0cc4
 # ╟─d7643abe-4619-4859-b2e3-9e932fe53b2f