From b8c1d1753937042886a0eed90e611e19912e4a9c Mon Sep 17 00:00:00 2001
From: AlCap23 <julius.martensen@gmail.com>
Date: Thu, 14 Jan 2021 21:14:25 +0100
Subject: [PATCH] Update manifest and syntax

---
 DelayLotkaVolterra/Manifest.toml  | 1125 ++++++++++++++++++-----------
 DelayLotkaVolterra/VolterraExp.jl |    6 +-
 2 files changed, 704 insertions(+), 427 deletions(-)

diff --git a/DelayLotkaVolterra/Manifest.toml b/DelayLotkaVolterra/Manifest.toml
index 54debe2..1f3927a 100644
--- a/DelayLotkaVolterra/Manifest.toml
+++ b/DelayLotkaVolterra/Manifest.toml
@@ -1,10 +1,10 @@
 # This file is machine-generated - editing it directly is not advised
 
 [[AbstractAlgebra]]
-deps = ["InteractiveUtils", "LinearAlgebra", "Markdown", "Random", "SparseArrays", "Test"]
-git-tree-sha1 = "8fa03ecf25341ff3e8fb301dba3f41c6fe09952e"
+deps = ["InteractiveUtils", "LinearAlgebra", "Markdown", "Random", "RandomExtensions", "SparseArrays", "Test"]
+git-tree-sha1 = "7df2949bfd757e426897a4b579fbd5dc776ff8c9"
 uuid = "c3fe647b-3220-5bb0-a1ea-a7954cac585d"
-version = "0.10.0"
+version = "0.12.0"
 
 [[AbstractFFTs]]
 deps = ["LinearAlgebra"]
@@ -20,33 +20,45 @@ version = "0.3.3"
 
 [[Adapt]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "0fac443759fa829ed8066db6cf1077d888bb6573"
+git-tree-sha1 = "345a14764e43fe927d6f5c250fe4c8e4664e6ee8"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "2.0.2"
+version = "2.4.0"
 
 [[ArnoldiMethod]]
-deps = ["DelimitedFiles", "LinearAlgebra", "Random", "SparseArrays", "StaticArrays", "Test"]
-git-tree-sha1 = "2b6845cea546604fb4dca4e31414a6a59d39ddcd"
+deps = ["DelimitedFiles", "LinearAlgebra", "Random", "SparseArrays", "Test"]
+git-tree-sha1 = "a5f9581eaf9371fe12b4a0b12c05690b45912e71"
 uuid = "ec485272-7323-5ecc-a04f-4719b315124d"
-version = "0.0.4"
+version = "0.0.2"
 
 [[ArrayInterface]]
 deps = ["LinearAlgebra", "Requires", "SparseArrays"]
-git-tree-sha1 = "a2b4a1b7c725297565105f98dcee04e362d955d6"
+git-tree-sha1 = "a0c202d58f0f99156bd77972fe75ae8498fd9f4b"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "2.12.0"
+version = "2.14.13"
 
 [[ArrayLayouts]]
-deps = ["FillArrays", "LinearAlgebra"]
-git-tree-sha1 = "951c3fc1ff93497c88fb1dfa893f4de55d0b38e3"
+deps = ["Compat", "FillArrays", "LinearAlgebra", "SparseArrays"]
+git-tree-sha1 = "a577e27915fdcb3f6b96118b56655b38e3b466f2"
 uuid = "4c555306-a7a7-4459-81d9-ec55ddd5c99a"
-version = "0.3.8"
+version = "0.4.12"
+
+[[Artifacts]]
+deps = ["Pkg"]
+git-tree-sha1 = "c30985d8821e0cd73870b17b0ed0ce6dc44cb744"
+uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
+version = "1.3.0"
+
+[[BFloat16s]]
+deps = ["LinearAlgebra", "Test"]
+git-tree-sha1 = "4af69e205efc343068dc8722b8dfec1ade89254a"
+uuid = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
+version = "0.1.0"
 
 [[BandedMatrices]]
 deps = ["ArrayLayouts", "FillArrays", "LinearAlgebra", "Random", "SparseArrays"]
-git-tree-sha1 = "eaf98fa821ab26c5825fa3a054db735755c335da"
+git-tree-sha1 = "4d7f6ff465115843727a57395a0d813053fe4c57"
 uuid = "aae01518-5342-5314-be14-df237901396f"
-version = "0.15.15"
+version = "0.16.0"
 
 [[Base64]]
 uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
@@ -63,57 +75,46 @@ git-tree-sha1 = "ecdec412a9abc8db54c0efc5548c64dfce072058"
 uuid = "b99e7846-7c00-51b0-8f62-c81ae34c0232"
 version = "0.5.10"
 
-[[BlackBoxOptim]]
-deps = ["CPUTime", "Compat", "Distributed", "Distributions", "LinearAlgebra", "Printf", "Random", "SpatialIndexing", "StatsBase"]
-git-tree-sha1 = "da5cfcc08d24a43fa4e3ad67f565f17838e26fca"
-uuid = "a134a8b2-14d6-55f6-9291-3336d3ab0209"
-version = "0.5.0"
-
 [[BoundaryValueDiffEq]]
 deps = ["BandedMatrices", "DiffEqBase", "FiniteDiff", "ForwardDiff", "LinearAlgebra", "NLsolve", "Reexport", "SparseArrays"]
-git-tree-sha1 = "3f2969de608af70db755cee9d4490a7294a6afc3"
+git-tree-sha1 = "fe34902ac0c3a35d016617ab7032742865756d7d"
 uuid = "764a87c0-6b3e-53db-9096-fe964310641d"
-version = "2.5.0"
+version = "2.7.1"
 
 [[Bzip2_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "5ccb0770e3d1c185a52e6d36e3ffb830639ed3d2"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "c3598e525718abcc440f69cc6d5f60dda0a1b61e"
 uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
-version = "1.0.6+3"
+version = "1.0.6+5"
 
 [[CEnum]]
 git-tree-sha1 = "215a9aa4a1f23fbd05b92769fdd62559488d70e9"
 uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
 version = "0.4.1"
 
-[[CPUTime]]
-git-tree-sha1 = "2dcc50ea6a0a1ef6440d6eecd0fe3813e5671f45"
-uuid = "a9c8d775-2e2e-55fc-8582-045d282d599e"
-version = "1.0.0"
-
 [[CUDA]]
-deps = ["AbstractFFTs", "Adapt", "BinaryProvider", "CEnum", "DataStructures", "ExprTools", "GPUArrays", "GPUCompiler", "LLVM", "Libdl", "LinearAlgebra", "Logging", "MacroTools", "NNlib", "Pkg", "Printf", "Random", "Reexport", "Requires", "SparseArrays", "Statistics", "TimerOutputs"]
-git-tree-sha1 = "83bfd180e2f842f6d4ee315a6db8665e9aa0c19b"
+deps = ["AbstractFFTs", "Adapt", "BFloat16s", "CEnum", "CompilerSupportLibraries_jll", "DataStructures", "ExprTools", "GPUArrays", "GPUCompiler", "LLVM", "Libdl", "LinearAlgebra", "Logging", "MacroTools", "NNlib", "Pkg", "Printf", "Random", "Reexport", "Requires", "SparseArrays", "Statistics", "TimerOutputs"]
+git-tree-sha1 = "39f6f584bec264ace76f924d1c8637c85617697e"
 uuid = "052768ef-5323-5732-b1bb-66c8b64840ba"
-version = "1.3.3"
+version = "2.4.0"
 
-[[CanonicalTraits]]
-deps = ["MLStyle"]
-git-tree-sha1 = "e4581e3fadda3824e0df04396c85258a2107035d"
-uuid = "a603d957-0e48-4f86-8fbd-0b7bc66df689"
-version = "0.2.2"
+[[Cairo_jll]]
+deps = ["Artifacts", "Bzip2_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
+git-tree-sha1 = "e2f47f6d8337369411569fd45ae5753ca10394c6"
+uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a"
+version = "1.16.0+6"
 
 [[ChainRules]]
-deps = ["ChainRulesCore", "LinearAlgebra", "Random", "Reexport", "Requires", "Statistics"]
-git-tree-sha1 = "dc502a38a8578e3a3e10a93afaa8efa068e0ae98"
+deps = ["ChainRulesCore", "Compat", "LinearAlgebra", "Random", "Reexport", "Requires", "Statistics"]
+git-tree-sha1 = "b287f130a0f32011a8f08ab4c8e5d797b4c16117"
 uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
-version = "0.7.14"
+version = "0.7.46"
 
 [[ChainRulesCore]]
-deps = ["MuladdMacro"]
-git-tree-sha1 = "e4afc6b9ff6827e190de8f4ee81498804e40cf23"
+deps = ["LinearAlgebra", "SparseArrays"]
+git-tree-sha1 = "0acfdec745cb4cb38ad23c8668a1b7e58b42594a"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "0.9.6"
+version = "0.9.25"
 
 [[CodecBzip2]]
 deps = ["Bzip2_jll", "Libdl", "TranscodingStreams"]
@@ -129,21 +130,21 @@ version = "0.7.0"
 
 [[ColorSchemes]]
 deps = ["ColorTypes", "Colors", "FixedPointNumbers", "Random", "StaticArrays"]
-git-tree-sha1 = "7a15e3690529fd1042f0ab954dff7445b1efc8a5"
+git-tree-sha1 = "3141757b5832ee7a0386db87997ee5a23ff20f4d"
 uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4"
-version = "3.9.0"
+version = "3.10.2"
 
 [[ColorTypes]]
 deps = ["FixedPointNumbers", "Random"]
-git-tree-sha1 = "607c0ea16cb32af49ea2976f90c0c5acbca37d21"
+git-tree-sha1 = "4bffea7ed1a9f0f3d1a131bbcd4b925548d75288"
 uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
-version = "0.10.8"
+version = "0.10.9"
 
 [[Colors]]
 deps = ["ColorTypes", "FixedPointNumbers", "InteractiveUtils", "Reexport"]
-git-tree-sha1 = "008d6bc68dea6beb6303fdc37188cb557391ebf2"
+git-tree-sha1 = "ac5f2213e56ed8a34a3dd2f681f4df1166b34929"
 uuid = "5ae59095-9a9b-59fe-a467-6f913c188581"
-version = "0.12.4"
+version = "0.12.6"
 
 [[Combinatorics]]
 git-tree-sha1 = "08c8b6831dc00bfea825826be0bc8336fc369860"
@@ -158,15 +159,15 @@ version = "0.3.0"
 
 [[Compat]]
 deps = ["Base64", "Dates", "DelimitedFiles", "Distributed", "InteractiveUtils", "LibGit2", "Libdl", "LinearAlgebra", "Markdown", "Mmap", "Pkg", "Printf", "REPL", "Random", "SHA", "Serialization", "SharedArrays", "Sockets", "SparseArrays", "Statistics", "Test", "UUIDs", "Unicode"]
-git-tree-sha1 = "083e7e5ec3ef443e9dcb6dd3fbcb815879823bfa"
+git-tree-sha1 = "919c7f3151e79ff196add81d7f4e45d91bbf420b"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "3.14.0"
+version = "3.25.0"
 
 [[CompilerSupportLibraries_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "7c4f882c41faa72118841185afc58a2eb00ef612"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "8e695f735fca77e9708e795eda62afdb869cbb70"
 uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
-version = "0.3.3+0"
+version = "0.3.4+0"
 
 [[ConsoleProgressMonitor]]
 deps = ["Logging", "ProgressMeter"]
@@ -181,46 +182,40 @@ version = "1.0.0"
 
 [[Contour]]
 deps = ["StaticArrays"]
-git-tree-sha1 = "81685fee51fc5168898e3cbd8b0f01506cd9148e"
+git-tree-sha1 = "9f02045d934dc030edad45944ea80dbd1f0ebea7"
 uuid = "d38c429a-6771-53c6-b99e-75d170b6e991"
-version = "0.5.4"
-
-[[CpuId]]
-deps = ["Markdown", "Test"]
-git-tree-sha1 = "f0464e499ab9973b43c20f8216d088b61fda80c6"
-uuid = "adafc99b-e345-5852-983c-f28acb93d879"
-version = "0.2.2"
+version = "0.5.7"
 
 [[DSP]]
 deps = ["FFTW", "IterTools", "LinearAlgebra", "Polynomials", "Random", "Reexport", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "83ba258fd937d7b329b6d0ade7a01b3ceea45a3c"
+git-tree-sha1 = "2a63cb5fc0e8c1f0f139475ef94228c7441dc7d0"
 uuid = "717857b8-e6f2-59f4-9121-6e50c889abd2"
-version = "0.6.8"
+version = "0.6.10"
 
 [[DataAPI]]
-git-tree-sha1 = "176e23402d80e7743fc26c19c681bfb11246af32"
+git-tree-sha1 = "ad84f52c0b8f05aa20839484dbaf01690b41ff84"
 uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a"
-version = "1.3.0"
+version = "1.4.0"
 
 [[DataDrivenDiffEq]]
-deps = ["Compat", "DSP", "DataInterpolations", "DiffEqBase", "FiniteDifferences", "LinearAlgebra", "ModelingToolkit", "ProximalOperators", "QuadGK", "Statistics", "StatsBase", "Test"]
-git-tree-sha1 = "b13ee13553800c1a07917264801f5bbc7b4201a8"
+deps = ["Compat", "DSP", "DataInterpolations", "DiffEqBase", "DocStringExtensions", "FiniteDifferences", "LinearAlgebra", "ModelingToolkit", "ProximalOperators", "QuadGK", "Statistics", "StatsBase", "Test"]
+git-tree-sha1 = "c9125e36780ad958356f346de25a5fe151389ba1"
 repo-rev = "master"
 repo-url = "https://github.com/SciML/DataDrivenDiffEq.jl.git"
 uuid = "2445eb08-9709-466a-b3fc-47e12bd697a2"
-version = "0.4.0"
+version = "0.5.2"
 
 [[DataInterpolations]]
-deps = ["LinearAlgebra", "Optim", "RecipesBase", "RecursiveArrayTools", "Reexport"]
-git-tree-sha1 = "91e799325377a5792ec63c53a2f0a0b4e3ecdfa4"
+deps = ["ChainRulesCore", "LinearAlgebra", "Optim", "RecipesBase", "RecursiveArrayTools", "Reexport"]
+git-tree-sha1 = "75b89fbfa3a5be3ee10890aa6d801214dd808f96"
 uuid = "82cc6244-b520-54b8-b5a6-8a565e85f1d0"
-version = "3.1.3"
+version = "3.3.1"
 
 [[DataStructures]]
-deps = ["InteractiveUtils", "OrderedCollections"]
-git-tree-sha1 = "88d48e133e6d3dd68183309877eac74393daa7eb"
+deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
+git-tree-sha1 = "fb0aa371da91c1ff9dc7fbed6122d3e411420b9c"
 uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
-version = "0.17.20"
+version = "0.18.8"
 
 [[DataValueInterfaces]]
 git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6"
@@ -232,26 +227,26 @@ deps = ["Printf"]
 uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"
 
 [[DelayDiffEq]]
-deps = ["DataStructures", "DiffEqBase", "LinearAlgebra", "Logging", "OrdinaryDiffEq", "Printf", "RecursiveArrayTools", "Reexport", "Roots", "UnPack"]
-git-tree-sha1 = "ede535e084589ca2ed626f4179337ac7fd610e7f"
+deps = ["DataStructures", "DiffEqBase", "LinearAlgebra", "Logging", "NonlinearSolve", "OrdinaryDiffEq", "Printf", "RecursiveArrayTools", "Reexport", "UnPack"]
+git-tree-sha1 = "692b2e4cdbe21360a5aa90d6ae8940f00b34aa47"
 uuid = "bcd4f6db-9728-5f36-b5f7-82caef46ccdb"
-version = "5.24.1"
+version = "5.28.1"
 
 [[DelimitedFiles]]
 deps = ["Mmap"]
 uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab"
 
 [[DiffEqBase]]
-deps = ["ArrayInterface", "ChainRulesCore", "Distributed", "DocStringExtensions", "FunctionWrappers", "IterativeSolvers", "IteratorInterfaceExtensions", "LabelledArrays", "LinearAlgebra", "Logging", "MuladdMacro", "Parameters", "Printf", "RecipesBase", "RecursiveArrayTools", "RecursiveFactorization", "Requires", "Roots", "SparseArrays", "StaticArrays", "Statistics", "SuiteSparse", "TableTraits", "TreeViews", "ZygoteRules"]
-git-tree-sha1 = "c25c2eb947446f4bdb4b34d08ba55c24e0674b0e"
+deps = ["ArrayInterface", "ChainRulesCore", "DataStructures", "Distributed", "DocStringExtensions", "FunctionWrappers", "IterativeSolvers", "IteratorInterfaceExtensions", "LabelledArrays", "LinearAlgebra", "Logging", "MuladdMacro", "NonlinearSolve", "Parameters", "Printf", "RecipesBase", "RecursiveArrayTools", "RecursiveFactorization", "Requires", "SparseArrays", "StaticArrays", "Statistics", "SuiteSparse", "TableTraits", "Tables", "TreeViews", "ZygoteRules"]
+git-tree-sha1 = "bfb3d8dc0386c071b87c3e9f81203371e1d991d4"
 uuid = "2b5f629d-d688-5b77-993f-72d75c75574e"
-version = "6.45.1"
+version = "6.53.5"
 
 [[DiffEqCallbacks]]
 deps = ["DataStructures", "DiffEqBase", "ForwardDiff", "LinearAlgebra", "NLsolve", "OrdinaryDiffEq", "RecipesBase", "RecursiveArrayTools", "StaticArrays"]
-git-tree-sha1 = "63afe1bc146559c7329b6429713916c7f9e61d2f"
+git-tree-sha1 = "d4c4a3f442ab749b6b895c514b0be984c75d6d67"
 uuid = "459566f4-90b8-5000-8ac3-15dfb0a30def"
-version = "2.13.5"
+version = "2.16.0"
 
 [[DiffEqFinancial]]
 deps = ["DiffEqBase", "DiffEqNoiseProcess", "LinearAlgebra", "Markdown", "RandomNumbers"]
@@ -260,52 +255,52 @@ uuid = "5a0ffddc-d203-54b0-88ba-2c03c0fc2e67"
 version = "2.4.0"
 
 [[DiffEqFlux]]
-deps = ["Adapt", "BlackBoxOptim", "ConsoleProgressMonitor", "DiffEqBase", "DiffEqSensitivity", "DiffResults", "Distributions", "DistributionsAD", "Flux", "ForwardDiff", "LinearAlgebra", "Logging", "LoggingExtras", "Optim", "Printf", "ProgressLogging", "RecursiveArrayTools", "Requires", "ReverseDiff", "StaticArrays", "TerminalLoggers", "Tracker", "Zygote", "ZygoteRules"]
-git-tree-sha1 = "23698ac2ac47d097b931cee8b0b4fbd94dd7ffae"
+deps = ["Adapt", "ConsoleProgressMonitor", "DataInterpolations", "DiffEqBase", "DiffEqSensitivity", "DiffResults", "Distributions", "DistributionsAD", "Flux", "ForwardDiff", "GalacticOptim", "LinearAlgebra", "Logging", "LoggingExtras", "Printf", "ProgressLogging", "RecursiveArrayTools", "Requires", "StaticArrays", "TerminalLoggers", "Zygote", "ZygoteRules"]
+git-tree-sha1 = "21b4d72556841934111dee8e94bb67b86d21f4bc"
 uuid = "aae7a2af-3d4f-5e19-a356-7da93b79d9d0"
-version = "1.21.0"
+version = "1.31.0"
 
 [[DiffEqJump]]
 deps = ["ArrayInterface", "Compat", "DataStructures", "DiffEqBase", "FunctionWrappers", "LinearAlgebra", "PoissonRandom", "Random", "RandomNumbers", "RecursiveArrayTools", "StaticArrays", "TreeViews", "UnPack"]
-git-tree-sha1 = "68c389b108388d09f01065cf6d6df426f126d5a0"
+git-tree-sha1 = "834891cbc4624ae9861e5a400a34cb88972d34ed"
 uuid = "c894b116-72e5-5b58-be3c-e6d8d4ac2b12"
-version = "6.10.1"
+version = "6.12.2"
 
 [[DiffEqNoiseProcess]]
-deps = ["DiffEqBase", "Distributions", "LinearAlgebra", "PoissonRandom", "Random", "RandomNumbers", "RecipesBase", "RecursiveArrayTools", "Requires", "ResettableStacks", "StaticArrays", "Statistics"]
-git-tree-sha1 = "5f8ba8bbdc8a4d6f2504c9cf34ba42a0274b7e97"
+deps = ["DiffEqBase", "Distributions", "LinearAlgebra", "PoissonRandom", "Random", "Random123", "RandomNumbers", "RecipesBase", "RecursiveArrayTools", "Requires", "ResettableStacks", "StaticArrays", "Statistics"]
+git-tree-sha1 = "4753a30576904b10005cba6af8c5a258b6325d53"
 uuid = "77a26b50-5914-5dd7-bc55-306e6241c503"
-version = "5.3.0"
+version = "5.5.0"
 
 [[DiffEqPhysics]]
 deps = ["DiffEqBase", "DiffEqCallbacks", "ForwardDiff", "LinearAlgebra", "Printf", "Random", "RecipesBase", "RecursiveArrayTools", "Reexport", "StaticArrays"]
-git-tree-sha1 = "6bf21882775dc8f7b5fd4f97989a01ab65df157f"
+git-tree-sha1 = "8f23c6f36f6a6eb2cbd6950e28ec7c4b99d0e4c9"
 uuid = "055956cb-9e8b-5191-98cc-73ae4a59e68a"
-version = "3.6.0"
+version = "3.9.0"
 
 [[DiffEqSensitivity]]
-deps = ["Adapt", "DiffEqBase", "DiffEqCallbacks", "DiffEqNoiseProcess", "Distributions", "FFTW", "FiniteDiff", "ForwardDiff", "LinearAlgebra", "Parameters", "QuadGK", "QuasiMonteCarlo", "RecursiveArrayTools", "Requires", "ReverseDiff", "Statistics", "StochasticDiffEq", "Tracker", "Zygote", "ZygoteRules"]
-git-tree-sha1 = "f066b42c50e54418bb9ab06abe5b03ebbf126556"
+deps = ["Adapt", "DiffEqBase", "DiffEqCallbacks", "DiffEqNoiseProcess", "Distributions", "FFTW", "FiniteDiff", "ForwardDiff", "GlobalSensitivity", "LinearAlgebra", "Parameters", "QuadGK", "QuasiMonteCarlo", "RecursiveArrayTools", "Reexport", "Requires", "ReverseDiff", "SharedArrays", "Statistics", "StochasticDiffEq", "Tracker", "Zygote", "ZygoteRules"]
+git-tree-sha1 = "9bbcc0e00a8191d86787307b0713a3ccfdb0ecf8"
 uuid = "41bf760c-e81c-5289-8e54-58b1f1f8abe2"
-version = "6.31.1"
+version = "6.40.0"
 
 [[DiffResults]]
 deps = ["StaticArrays"]
-git-tree-sha1 = "da24935df8e0c6cf28de340b958f6aac88eaa0cc"
+git-tree-sha1 = "c18e98cba888c6c25d1c3b048e4b3380ca956805"
 uuid = "163ba53b-c6d8-5494-b064-1a9d43ac40c5"
-version = "1.0.2"
+version = "1.0.3"
 
 [[DiffRules]]
 deps = ["NaNMath", "Random", "SpecialFunctions"]
-git-tree-sha1 = "eb0c34204c8410888844ada5359ac8b96292cfd1"
+git-tree-sha1 = "214c3fcac57755cfda163d91c58893a8723f93e9"
 uuid = "b552c78f-8df3-52c6-915a-8e097449b14b"
-version = "1.0.1"
+version = "1.0.2"
 
 [[DifferentialEquations]]
 deps = ["BoundaryValueDiffEq", "DelayDiffEq", "DiffEqBase", "DiffEqCallbacks", "DiffEqFinancial", "DiffEqJump", "DiffEqNoiseProcess", "DiffEqPhysics", "DimensionalPlotRecipes", "LinearAlgebra", "MultiScaleArrays", "OrdinaryDiffEq", "ParameterizedFunctions", "Random", "RecursiveArrayTools", "Reexport", "SteadyStateDiffEq", "StochasticDiffEq", "Sundials"]
-git-tree-sha1 = "84502233aa79c6b2d0b9d5d50d205b88a02ffd8b"
+git-tree-sha1 = "221b9a427fc8970be5b65171c25f0a6ba0e1f394"
 uuid = "0c46a032-eb83-5123-abaf-570d42b7fbaa"
-version = "6.15.0"
+version = "6.16.0"
 
 [[DimensionalPlotRecipes]]
 deps = ["LinearAlgebra", "RecipesBase"]
@@ -315,31 +310,43 @@ version = "1.2.0"
 
 [[Distances]]
 deps = ["LinearAlgebra", "Statistics"]
-git-tree-sha1 = "bed62cc5afcff16de797a9f38fb358b74071f785"
+git-tree-sha1 = "e8b13ba5f166e11df2de6fc283e5db7864245df0"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.9.0"
+version = "0.10.0"
 
 [[Distributed]]
 deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[Distributions]]
-deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns"]
-git-tree-sha1 = "9c41285c57c6e0d73a21ed4b65f6eec34805f937"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SparseArrays", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "5c6a645ea65af6aac4f96b5dedaae660b7b56267"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.23.8"
+version = "0.24.10"
 
 [[DistributionsAD]]
-deps = ["ChainRules", "ChainRulesCore", "Compat", "DiffRules", "Distributions", "FillArrays", "ForwardDiff", "LinearAlgebra", "NaNMath", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsBase", "StatsFuns", "ZygoteRules"]
-git-tree-sha1 = "f7b5aa4e8bc546e20f92391c782958f8302b789d"
+deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "DiffRules", "Distributions", "FillArrays", "ForwardDiff", "LinearAlgebra", "NaNMath", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsBase", "StatsFuns", "ZygoteRules"]
+git-tree-sha1 = "6aace6fff56ed9fde1bc50e14b5e9a3d16b3dedd"
 uuid = "ced4e74d-a319-5a8a-b0ac-84af2272839c"
-version = "0.6.4"
+version = "0.6.15"
 
 [[DocStringExtensions]]
 deps = ["LibGit2", "Markdown", "Pkg", "Test"]
-git-tree-sha1 = "c5714d9bcdba66389612dc4c47ed827c64112997"
+git-tree-sha1 = "50ddf44c53698f5e784bbebb3f4b21c5807401b1"
 uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
-version = "0.8.2"
+version = "0.8.3"
+
+[[EarCut_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "92d8f9f208637e8d2d28c664051a00569c01493d"
+uuid = "5ae413db-bbd1-5e63-b57d-d24a61df00f5"
+version = "2.1.5+1"
+
+[[Expat_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "1402e52fcda25064f51c77a9655ce8680b76acf0"
+uuid = "2e619515-83b5-522b-bb60-26c02a35a201"
+version = "2.2.7+6"
 
 [[ExponentialUtilities]]
 deps = ["LinearAlgebra", "Printf", "Requires", "SparseArrays"]
@@ -348,9 +355,9 @@ uuid = "d4d017d3-3776-5f7e-afef-a10c40355c18"
 version = "1.8.0"
 
 [[ExprTools]]
-git-tree-sha1 = "6f0517056812fd6aa3af23d4b70d5325a2ae4e95"
+git-tree-sha1 = "10407a39b87f29d47ebaca8edbc75d7c302ff93e"
 uuid = "e2ba6199-217a-4e67-a87a-7c52f15ade04"
-version = "0.1.1"
+version = "0.1.3"
 
 [[EzXML]]
 deps = ["Printf", "XML2_jll"]
@@ -365,51 +372,45 @@ uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
 version = "0.4.0"
 
 [[FFMPEG_jll]]
-deps = ["Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "LAME_jll", "LibVPX_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "Pkg", "Zlib_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
-git-tree-sha1 = "13a934b9e74a8722bf1786c989de346a9602e695"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "LibVPX_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "Pkg", "Zlib_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
+git-tree-sha1 = "3cc57ad0a213808473eafef4845a74766242e05f"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.3.1+2"
+version = "4.3.1+4"
 
 [[FFTW]]
 deps = ["AbstractFFTs", "FFTW_jll", "IntelOpenMP_jll", "Libdl", "LinearAlgebra", "MKL_jll", "Reexport"]
-git-tree-sha1 = "8b7c16b56936047ca41bf25effa137ae0b381ae8"
+git-tree-sha1 = "8fda0934cb99db617171f7296dc361f4d6fa5424"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.2.4"
+version = "1.3.0"
 
 [[FFTW_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "6c975cd606128d45d1df432fb812d6eb10fee00b"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "5a0d4b6a22a34d17d53543bd124f4b08ed78e8b0"
 uuid = "f5851436-0d7a-5f13-b9de-f02708fd171a"
-version = "3.3.9+5"
+version = "3.3.9+7"
 
 [[FastClosures]]
 git-tree-sha1 = "acebe244d53ee1b461970f8910c235b259e772ef"
 uuid = "9aa1b823-49e4-5ca5-8b0f-3971ec8bab6a"
 version = "0.3.2"
 
-[[FileIO]]
-deps = ["Pkg"]
-git-tree-sha1 = "1e7e88a949b52e6f7f589041bd60928322414997"
-uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
-version = "1.4.1"
-
 [[FillArrays]]
 deps = ["LinearAlgebra", "Random", "SparseArrays"]
-git-tree-sha1 = "4863cbb7910079369e258dee4add9d06ead5063a"
+git-tree-sha1 = "ff537e5a3cba92fb48f30fec46723510450f2c0e"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "0.8.14"
+version = "0.10.2"
 
 [[FiniteDiff]]
 deps = ["ArrayInterface", "LinearAlgebra", "Requires", "SparseArrays", "StaticArrays"]
-git-tree-sha1 = "c98c1b5c2b5eeb6d867ec77b936132b8e7c978c0"
+git-tree-sha1 = "7f7216e0eb46c20ee8ddab5c8f9a262ed72587b6"
 uuid = "6a86dc24-6348-571c-b903-95158fe2bd41"
-version = "2.6.0"
+version = "2.7.2"
 
 [[FiniteDifferences]]
-deps = ["ChainRulesCore", "LinearAlgebra", "Printf", "Random"]
-git-tree-sha1 = "39c7e195062c85bd2aa850e0adb86796c9cb67a3"
+deps = ["ChainRulesCore", "LinearAlgebra", "Printf", "Random", "Richardson"]
+git-tree-sha1 = "94d2903e030dd792786fbe929d6bee0e15741e8b"
 uuid = "26cc04aa-876d-5657-8c51-4c34ba976000"
-version = "0.10.8"
+version = "0.11.7"
 
 [[FixedPointNumbers]]
 deps = ["Statistics"]
@@ -419,33 +420,39 @@ version = "0.8.4"
 
 [[Flux]]
 deps = ["AbstractTrees", "Adapt", "CUDA", "CodecZlib", "Colors", "DelimitedFiles", "Functors", "Juno", "LinearAlgebra", "MacroTools", "NNlib", "Pkg", "Printf", "Random", "Reexport", "SHA", "Statistics", "StatsBase", "Test", "ZipFile", "Zygote"]
-git-tree-sha1 = "ceb09ce8510ef31fd86a791bbd0e1d72a60f27d7"
+git-tree-sha1 = "f688d61b40b345aa9f0a4a41d3ca7750ad9cb1f6"
 uuid = "587475ba-b771-5e3f-ad9e-33799f191a9c"
-version = "0.11.1"
+version = "0.11.4"
+
+[[Fontconfig_jll]]
+deps = ["Artifacts", "Bzip2_jll", "Expat_jll", "FreeType2_jll", "JLLWrappers", "Libdl", "Libuuid_jll", "Pkg", "Zlib_jll"]
+git-tree-sha1 = "35895cf184ceaab11fd778b4590144034a167a2f"
+uuid = "a3f928ae-7b40-5064-980b-68af3947d34b"
+version = "2.13.1+14"
 
 [[Formatting]]
 deps = ["Printf"]
-git-tree-sha1 = "a0c901c29c0e7c763342751c0a94211d56c0de5c"
+git-tree-sha1 = "8339d61043228fdd3eb658d86c926cb282ae72a8"
 uuid = "59287772-0a20-5a39-b81b-1366585eb4c0"
-version = "0.4.1"
+version = "0.4.2"
 
 [[ForwardDiff]]
 deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "NaNMath", "Random", "SpecialFunctions", "StaticArrays"]
-git-tree-sha1 = "1d090099fb82223abc48f7ce176d3f7696ede36d"
+git-tree-sha1 = "8de2519a83c6c1c2442c2f481dd9a8364855daf4"
 uuid = "f6369f11-7733-5829-9624-2563aa707210"
-version = "0.10.12"
+version = "0.10.14"
 
 [[FreeType2_jll]]
-deps = ["Bzip2_jll", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "158698cb8b27eccc7a0de16b73ca7912e164d88b"
+deps = ["Artifacts", "Bzip2_jll", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
+git-tree-sha1 = "cbd58c9deb1d304f5a245a0b7eb841a2560cfec6"
 uuid = "d7e528f0-a631-5988-bf34-fe36492bcfd7"
-version = "2.10.1+3"
+version = "2.10.1+5"
 
 [[FriBidi_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "94e98e5597e745d9fb3094d89c7b0b754204c9dd"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "0d20aed5b14dd4c9a2453c1b601d08e1149679cc"
 uuid = "559328eb-81f9-559d-9380-de523a88c83c"
-version = "1.0.5+4"
+version = "1.0.5+6"
 
 [[FunctionWrappers]]
 git-tree-sha1 = "e4813d187be8c7b993cb7f85cbf2b7bfbaadc694"
@@ -462,35 +469,47 @@ version = "0.1.0"
 deps = ["Random"]
 uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
 
+[[GLFW_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
+git-tree-sha1 = "a1bbf700b5388bffc3d882f4f4d625cf1c714fd7"
+uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
+version = "3.3.2+1"
+
 [[GLM]]
 deps = ["Distributions", "LinearAlgebra", "Printf", "Random", "Reexport", "SparseArrays", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "StatsModels"]
-git-tree-sha1 = "11d47ad2699a26d5557e265a2acf3e5c3799e83d"
+git-tree-sha1 = "0482be613c44fbc4620c0f06b78d8988444a0fab"
 uuid = "38e38edf-8417-5370-95a0-9cbb8c7f171a"
-version = "1.3.10"
+version = "1.3.11"
 
 [[GPUArrays]]
 deps = ["AbstractFFTs", "Adapt", "LinearAlgebra", "Printf", "Random", "Serialization"]
-git-tree-sha1 = "600f45500060894487832c2f00c203fe3e0cb264"
+git-tree-sha1 = "f99a25fe0313121f2f9627002734c7d63b4dd3bd"
 uuid = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7"
-version = "5.1.0"
+version = "6.2.0"
 
 [[GPUCompiler]]
-deps = ["DataStructures", "InteractiveUtils", "LLVM", "Libdl", "TimerOutputs", "UUIDs"]
-git-tree-sha1 = "c5687a4d9ff9fcfce8700b98106d63334dcbb4fe"
+deps = ["DataStructures", "InteractiveUtils", "LLVM", "Libdl", "Scratch", "Serialization", "TimerOutputs", "UUIDs"]
+git-tree-sha1 = "c853c810b52a80f9aad79ab109207889e57f41ef"
 uuid = "61eb1bfa-7361-4325-ad38-22787b887f55"
-version = "0.6.0"
+version = "0.8.3"
 
 [[GR]]
-deps = ["Base64", "DelimitedFiles", "HTTP", "JSON", "LinearAlgebra", "Printf", "Random", "Serialization", "Sockets", "Test", "UUIDs"]
-git-tree-sha1 = "e26c513329675092535de20cc4bb9c579c8f85a0"
+deps = ["Base64", "DelimitedFiles", "GR_jll", "HTTP", "JSON", "LinearAlgebra", "Pkg", "Printf", "Random", "Serialization", "Sockets", "Test", "UUIDs"]
+git-tree-sha1 = "b90b826782cb3ac5b7a7f41b3fd0113180257ed4"
 uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
-version = "0.51.0"
-
-[[GeneralizedGenerated]]
-deps = ["CanonicalTraits", "DataStructures", "JuliaVariables", "MLStyle"]
-git-tree-sha1 = "50e0ed8fbcd56ae2e65b9aa73394f20b30269b2d"
-uuid = "6b9d7cbe-bcb9-11e9-073f-15a7a543e2eb"
-version = "0.2.7"
+version = "0.53.0"
+
+[[GR_jll]]
+deps = ["Artifacts", "Bzip2_jll", "Cairo_jll", "FFMPEG_jll", "Fontconfig_jll", "GLFW_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pixman_jll", "Pkg", "Qt_jll", "Zlib_jll", "libpng_jll"]
+git-tree-sha1 = "8aee6fa096b0cbdb05e71750c978b96a08c78951"
+uuid = "d2c73de3-f751-5644-a686-071e5b155ba9"
+version = "0.53.0+0"
+
+[[GalacticOptim]]
+deps = ["ArrayInterface", "ConsoleProgressMonitor", "DiffEqBase", "DiffResults", "FiniteDiff", "Flux", "ForwardDiff", "Logging", "LoggingExtras", "Optim", "Printf", "ProgressLogging", "Reexport", "Requires", "ReverseDiff", "TerminalLoggers", "Tracker", "Zygote"]
+git-tree-sha1 = "2e85bf53ce80eedf4bd820156286997268feb2a4"
+uuid = "a75be94c-b780-496d-a8a9-0878b188d577"
+version = "0.4.4"
 
 [[GenericSVD]]
 deps = ["LinearAlgebra"]
@@ -499,28 +518,50 @@ uuid = "01680d73-4ee2-5a08-a1aa-533608c188bb"
 version = "0.3.0"
 
 [[GeometryBasics]]
-deps = ["IterTools", "LinearAlgebra", "StaticArrays", "StructArrays", "Tables"]
-git-tree-sha1 = "119f32f9c2b497b49cd3f7f513b358b82660294c"
+deps = ["EarCut_jll", "IterTools", "LinearAlgebra", "StaticArrays", "StructArrays", "Tables"]
+git-tree-sha1 = "876f77f0d3253e882ff588af1c95d0e4a86c9766"
 uuid = "5c1252a2-5f33-56bf-86c9-59e7332b4326"
-version = "0.2.15"
+version = "0.3.5"
+
+[[Gettext_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Pkg", "XML2_jll"]
+git-tree-sha1 = "8c14294a079216000a0bdca5ec5a447f073ddc9d"
+uuid = "78b55507-aeef-58d4-861c-77aaff3498b1"
+version = "0.20.1+7"
+
+[[Glib_jll]]
+deps = ["Artifacts", "Gettext_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE_jll", "Pkg", "Zlib_jll"]
+git-tree-sha1 = "04690cc5008b38ecbdfede949220bc7d9ba26397"
+uuid = "7746bdde-850d-59dc-9ae8-88ece973131d"
+version = "2.59.0+4"
+
+[[GlobalSensitivity]]
+deps = ["Distributions", "FFTW", "ForwardDiff", "LinearAlgebra", "Parameters", "QuasiMonteCarlo", "RecursiveArrayTools", "Statistics"]
+git-tree-sha1 = "564cadedbafec6caeadb1eaca104a5b4a5b127cc"
+uuid = "af5da776-676b-467e-8baf-acd8249e4f0f"
+version = "0.0.1"
 
-[[GeometryTypes]]
-deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "StaticArrays"]
-git-tree-sha1 = "34bfa994967e893ab2f17b864eec221b3521ba4d"
-uuid = "4d00f742-c7ba-57c2-abde-4428a4b178cb"
-version = "0.8.3"
+[[Grisu]]
+git-tree-sha1 = "03d381f65183cb2d0af8b3425fde97263ce9a995"
+uuid = "42e2da0e-8278-4e71-bc24-59509adca0fe"
+version = "1.0.0"
 
 [[HTTP]]
 deps = ["Base64", "Dates", "IniFile", "MbedTLS", "Sockets"]
-git-tree-sha1 = "2ac03263ce44be4222342bca1c51c36ce7566161"
+git-tree-sha1 = "c7ec02c4c6a039a98a15f955462cd7aea5df4508"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "0.8.17"
+version = "0.8.19"
 
 [[IRTools]]
 deps = ["InteractiveUtils", "MacroTools", "Test"]
-git-tree-sha1 = "6875ae3cfcb9a50af80553d5cc825f406e8d13bc"
+git-tree-sha1 = "c67e7515a11f726f44083e74f218d134396d6510"
 uuid = "7869d1d1-7146-5819-86e3-90919afe41df"
-version = "0.4.0"
+version = "0.4.2"
+
+[[IfElse]]
+git-tree-sha1 = "28e837ff3e7a6c3cdb252ce49fb412c8eb3caeef"
+uuid = "615f187c-cbe4-4ef1-ba3b-2fcf58d6d173"
+version = "0.1.0"
 
 [[Inflate]]
 git-tree-sha1 = "f5fc07d4e706b84f72d54eedcc1c13d92fb0871c"
@@ -545,9 +586,9 @@ uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 
 [[Intervals]]
 deps = ["Dates", "Printf", "RecipesBase", "Serialization", "TimeZones"]
-git-tree-sha1 = "9da845579d1dce4ce5118008c3fe6df17260bb46"
+git-tree-sha1 = "323a38ed1952d30586d0fe03412cde9399d3618b"
 uuid = "d8418881-c3e1-53bb-8760-2df7ec849ed5"
-version = "1.4.2"
+version = "1.5.0"
 
 [[IterTools]]
 git-tree-sha1 = "05110a2ab1fc5f932622ffea2a003221f4782c18"
@@ -556,9 +597,9 @@ version = "1.3.0"
 
 [[IterativeSolvers]]
 deps = ["LinearAlgebra", "Printf", "Random", "RecipesBase", "SparseArrays"]
-git-tree-sha1 = "3b7e2aac8c94444947facea7cc7ca91c49169be0"
+git-tree-sha1 = "6f5ef3206d9dc6510a8b8e2334b96454a2ade590"
 uuid = "42fd0dbc-a981-5370-80f2-aaf504508153"
-version = "0.8.4"
+version = "0.9.0"
 
 [[IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -566,75 +607,92 @@ uuid = "82899510-4779-5014-852e-03e436cf321d"
 version = "1.0.0"
 
 [[JLD2]]
-deps = ["CodecZlib", "DataStructures", "FileIO", "Mmap", "Pkg", "Printf", "UUIDs"]
-git-tree-sha1 = "9353b717ee4e27beab4e902c92a06bb5f160d2cf"
+deps = ["CodecZlib", "DataStructures", "MacroTools", "Mmap", "Pkg", "Printf", "Requires", "UUIDs"]
+git-tree-sha1 = "0fd0b0043cae454eed05bccd6dcfcdddc3f21f7e"
 uuid = "033835bb-8acc-5ee8-8aae-3f567f8a3819"
-version = "0.1.14"
+version = "0.3.1"
+
+[[JLLWrappers]]
+git-tree-sha1 = "a431f5f2ca3f4feef3bd7a5e94b8b8d4f2f647a0"
+uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210"
+version = "1.2.0"
 
 [[JSON]]
 deps = ["Dates", "Mmap", "Parsers", "Unicode"]
-git-tree-sha1 = "b34d7cef7b337321e97d22242c3c2b91f476748e"
+git-tree-sha1 = "81690084b6198a2e1da36fcfda16eeca9f9f24e4"
 uuid = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
-version = "0.21.0"
+version = "0.21.1"
 
 [[JSONSchema]]
 deps = ["HTTP", "JSON", "ZipFile"]
-git-tree-sha1 = "a9ecdbc90be216912a2e3e8a8e38dc4c93f0d065"
+git-tree-sha1 = "b84ab8139afde82c7c65ba2b792fe12e01dd7307"
 uuid = "7d188eb4-7ad8-530c-ae41-71a32a6d4692"
-version = "0.3.2"
+version = "0.3.3"
 
-[[JuliaVariables]]
-deps = ["MLStyle", "NameResolution"]
-git-tree-sha1 = "e0fcfa0a2f6122fbe13603764c5310dde00c5593"
-uuid = "b14d175d-62b4-44ba-8fb7-3064adc8c3ec"
-version = "0.2.3"
+[[JpegTurbo_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "9aff0587d9603ea0de2c6f6300d9f9492bbefbd3"
+uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
+version = "2.0.1+3"
 
 [[Juno]]
 deps = ["Base64", "Logging", "Media", "Profile"]
-git-tree-sha1 = "90976c3ab792a98d240d42f9df07420ccfc60668"
+git-tree-sha1 = "07cb43290a840908a771552911a6274bc6c072c7"
 uuid = "e5e0dc1b-0480-54bc-9374-aad01c23163d"
-version = "0.8.3"
+version = "0.8.4"
 
 [[LAME_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "a7999edc634307964d5651265ebf7c2e14b4ef91"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "df381151e871f41ee86cee4f5f6fd598b8a68826"
 uuid = "c1c5ebd0-6772-5130-a774-d5fcae4a789d"
-version = "3.100.0+2"
+version = "3.100.0+3"
 
 [[LLVM]]
 deps = ["CEnum", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "a662366a5d485dee882077e8da3e1a95a86d097f"
+git-tree-sha1 = "d0d99629d6ae4a3e211ae83d8870907bd842c811"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "2.0.0"
+version = "3.5.2"
+
+[[LZO_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "f128cd6cd05ffd6d3df0523ed99b90ff6f9b349a"
+uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
+version = "2.10.0+3"
 
 [[LaTeXStrings]]
-git-tree-sha1 = "de44b395389b84fd681394d4e8d39ef14e3a2ea8"
+git-tree-sha1 = "c7aebfecb1a60d59c0fe023a68ec947a208b1e6b"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.1.0"
+version = "1.2.0"
 
 [[LabelledArrays]]
 deps = ["ArrayInterface", "LinearAlgebra", "MacroTools", "StaticArrays"]
-git-tree-sha1 = "5e04374019448f8509349948ab504f117e3b575a"
+git-tree-sha1 = "5c026a830b224c625237f1e6f6c3cdbeb11d1613"
 uuid = "2ee39098-c373-598a-b85f-a56591580800"
-version = "1.3.0"
+version = "1.4.0"
 
 [[Lasso]]
 deps = ["DSP", "Distributions", "GLM", "LinearAlgebra", "MLBase", "Random", "Reexport", "SparseArrays", "StatsBase", "StatsModels"]
-git-tree-sha1 = "0130cd955a3f0a97b294d1fb117553e8ccef5092"
+git-tree-sha1 = "8eb8cc665e2a3918412264357044894b3f13045d"
 uuid = "b4fcebef-c861-5a0f-a7e2-ba9dc32b180a"
-version = "0.5.2"
+version = "0.6.0"
 
 [[Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "Printf", "Requires"]
-git-tree-sha1 = "864527aa4d14c893fb8c51d48ef314410c88c7b9"
+git-tree-sha1 = "3a0084cec7bf157edcb45a67fac0647f88fe5eaf"
 uuid = "23fbe1c1-3f47-55db-b15f-69d7ec21a316"
-version = "0.13.5"
+version = "0.14.7"
 
 [[LatinHypercubeSampling]]
-deps = ["Random", "StatsBase", "Test"]
-git-tree-sha1 = "f6df9a2cd3c2ee1123c39fac3cca18993fc88247"
+deps = ["Random", "StableRNGs", "StatsBase", "Test"]
+git-tree-sha1 = "cf0b0026bf06a096873742f550f14b71cf866400"
 uuid = "a5e1c1ea-c99a-51d3-a14d-a9a37257b02d"
-version = "1.6.4"
+version = "1.7.3"
+
+[[LatticeRules]]
+deps = ["Random"]
+git-tree-sha1 = "7f5b02258a3ca0221a6a9710b0a0a2e8fb4957fe"
+uuid = "73f95e8e-ec14-4e6a-8b18-0d2e271c4e55"
+version = "0.0.1"
 
 [[LeftChildRightSiblingTrees]]
 deps = ["AbstractTrees"]
@@ -647,31 +705,73 @@ deps = ["Printf"]
 uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 
 [[LibVPX_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "e02378f5707d0f94af22b99e4aba798e20368f6e"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "85fcc80c3052be96619affa2fe2e6d2da3908e11"
 uuid = "dd192d2f-8180-539f-9fb4-cc70b1dcf69a"
-version = "1.9.0+0"
+version = "1.9.0+1"
 
 [[Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
 
+[[Libffi_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "a2cd088a88c0d37eef7d209fd3d8712febce0d90"
+uuid = "e9f186c6-92d2-5b65-8a66-fee21dc1b490"
+version = "3.2.1+4"
+
+[[Libgcrypt_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgpg_error_jll", "Pkg"]
+git-tree-sha1 = "b391a18ab1170a2e568f9fb8d83bc7c780cb9999"
+uuid = "d4300ac3-e22c-5743-9152-c294e39db1e4"
+version = "1.8.5+4"
+
+[[Libglvnd_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll", "Xorg_libXext_jll"]
+git-tree-sha1 = "7739f837d6447403596a75d19ed01fd08d6f56bf"
+uuid = "7e76a0d4-f3c7-5321-8279-8d96eeed0f29"
+version = "1.3.0+3"
+
+[[Libgpg_error_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "ec7f2e8ad5c9fa99fc773376cdbc86d9a5a23cb7"
+uuid = "7add5ba3-2f88-524e-9cd5-f83b8a55f7b8"
+version = "1.36.0+3"
+
 [[Libiconv_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "c9d4035d7481bcdff2babf5a55525a818ef8ed8f"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "8e924324b2e9275a51407a4e06deb3455b1e359f"
 uuid = "94ce4f54-9a6c-5748-9c1c-f9c7231a4531"
-version = "1.16.0+5"
+version = "1.16.0+7"
+
+[[Libmount_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "51ad0c01c94c1ce48d5cad629425035ad030bfd5"
+uuid = "4b2f31a3-9ecc-558c-b454-b3730dcb73e9"
+version = "2.34.0+3"
+
+[[Libtiff_jll]]
+deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Pkg", "Zlib_jll", "Zstd_jll"]
+git-tree-sha1 = "291dd857901f94d683973cdf679984cdf73b56d0"
+uuid = "89763e89-9b03-5906-acba-b20f662cd828"
+version = "4.1.0+2"
+
+[[Libuuid_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "f879ae9edbaa2c74c922e8b85bb83cc84ea1450b"
+uuid = "38a345b3-de98-5d2b-a5d3-14cd9215e700"
+version = "2.34.0+7"
 
 [[LightGraphs]]
 deps = ["ArnoldiMethod", "DataStructures", "Distributed", "Inflate", "LinearAlgebra", "Random", "SharedArrays", "SimpleTraits", "SparseArrays", "Statistics"]
-git-tree-sha1 = "6f85a35d2377cb2db1bc448ed0d6340d2bb1ea64"
+git-tree-sha1 = "677464beb4a91772d151ee62ea5e181d4b7f50ec"
 uuid = "093fc24a-ae57-5d10-9952-331d41423f4d"
-version = "1.3.3"
+version = "1.3.4"
 
 [[LineSearches]]
 deps = ["LinearAlgebra", "NLSolversBase", "NaNMath", "Parameters", "Printf"]
-git-tree-sha1 = "d6e6b2ed397a402a22e474a3f1859c8c1db82c8c"
+git-tree-sha1 = "f27132e551e959b3667d8c93eae90973225032dd"
 uuid = "d3d80556-e9d4-5f37-9878-2ab0fcc64255"
-version = "7.1.0"
+version = "7.1.1"
 
 [[LinearAlgebra]]
 deps = ["Libdl"]
@@ -686,17 +786,11 @@ git-tree-sha1 = "03289aba73c0abc25ff0229bed60f2a4129cd15c"
 uuid = "e6f89c97-d47a-5376-807f-9c37f3926c36"
 version = "0.4.2"
 
-[[LoopVectorization]]
-deps = ["DocStringExtensions", "LinearAlgebra", "OffsetArrays", "SIMDPirates", "SLEEFPirates", "UnPack", "VectorizationBase"]
-git-tree-sha1 = "c91ec40b996132c96d1392e36e36383e579eb60f"
-uuid = "bdcacae8-1622-11e9-2a5c-532679323890"
-version = "0.8.24"
-
 [[METIS_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "3f52ed323683398498ef163a45ce998f1ceca363"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "2dc1a9fc87e57e32b1fc186db78811157b30c118"
 uuid = "d00139f3-1899-568f-a2f0-47f597d42d70"
-version = "5.1.0+4"
+version = "5.1.0+5"
 
 [[MKL_jll]]
 deps = ["IntelOpenMP_jll", "Libdl", "Pkg"]
@@ -710,16 +804,11 @@ git-tree-sha1 = "f63a8d37429568b8c4384d76c4a96fc2897d6ddf"
 uuid = "f0e99cf1-93fa-52ec-9ecc-5026115318e0"
 version = "0.8.0"
 
-[[MLStyle]]
-git-tree-sha1 = "937eda9ce36fcce082a42edd7181c8d23f4eb550"
-uuid = "d8e11817-5142-5d16-987a-aa16d5891078"
-version = "0.4.6"
-
 [[MacroTools]]
 deps = ["Markdown", "Random"]
-git-tree-sha1 = "f7d2e3f654af75f01ec49be82c231c382214223a"
+git-tree-sha1 = "6a8a2a625ab0dea913aba95c11370589e0239ff0"
 uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
-version = "0.5.5"
+version = "0.5.6"
 
 [[Markdown]]
 deps = ["Base64"]
@@ -727,9 +816,9 @@ uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[MathOptInterface]]
 deps = ["BenchmarkTools", "CodecBzip2", "CodecZlib", "JSON", "JSONSchema", "LinearAlgebra", "MutableArithmetics", "OrderedCollections", "SparseArrays", "Test", "Unicode"]
-git-tree-sha1 = "cd2049c055c7d192a235670d50faa375361624ba"
+git-tree-sha1 = "c4788b9cb29f8d1508e16419e66a7e617b46192d"
 uuid = "b8f27783-ece8-5eb3-8dc8-9495eed66fee"
-version = "0.9.14"
+version = "0.9.19"
 
 [[MathProgBase]]
 deps = ["LinearAlgebra", "SparseArrays"]
@@ -739,15 +828,15 @@ version = "0.7.8"
 
 [[MbedTLS]]
 deps = ["Dates", "MbedTLS_jll", "Random", "Sockets"]
-git-tree-sha1 = "426a6978b03a97ceb7ead77775a1da066343ec6e"
+git-tree-sha1 = "1c38e51c3d08ef2278062ebceade0e46cefc96fe"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.0.2"
+version = "1.0.3"
 
 [[MbedTLS_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "a0cb0d489819fa7ea5f9fa84c7e7eba19d8073af"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "0eef589dd1c26a3ac9d753fe1a8bcad63f956fa6"
 uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
-version = "2.16.6+1"
+version = "2.16.8+1"
 
 [[Measures]]
 git-tree-sha1 = "e498ddeee6f9fdb4551ce855a46f54dbd900245f"
@@ -762,9 +851,9 @@ version = "0.5.0"
 
 [[Missings]]
 deps = ["DataAPI"]
-git-tree-sha1 = "de0a5ce9e5289f27df672ffabef4d1e5861247d5"
+git-tree-sha1 = "ed61674a0864832495ffe0a7e889c0da76b0f4c8"
 uuid = "e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28"
-version = "0.4.3"
+version = "0.4.4"
 
 [[Mmap]]
 uuid = "a63ad114-7e13-5084-954f-fe012c677804"
@@ -776,10 +865,10 @@ uuid = "78c3b35d-d492-501b-9361-3d52fe80e533"
 version = "0.7.1"
 
 [[ModelingToolkit]]
-deps = ["ArrayInterface", "DataStructures", "DiffEqBase", "DiffEqJump", "DiffRules", "Distributed", "DocStringExtensions", "GeneralizedGenerated", "LabelledArrays", "Latexify", "LightGraphs", "LinearAlgebra", "MacroTools", "NaNMath", "RecursiveArrayTools", "Requires", "SafeTestsets", "SparseArrays", "SpecialFunctions", "StaticArrays", "SymbolicUtils", "TreeViews", "UnPack", "Unitful"]
-git-tree-sha1 = "91c8582df357b9eaabf35957e20cd2ed6c8126fe"
+deps = ["ArrayInterface", "DataStructures", "DiffEqBase", "DiffEqJump", "DiffRules", "Distributed", "Distributions", "DocStringExtensions", "IfElse", "LabelledArrays", "Latexify", "Libdl", "LightGraphs", "LinearAlgebra", "MacroTools", "NaNMath", "RecursiveArrayTools", "Requires", "RuntimeGeneratedFunctions", "SafeTestsets", "SparseArrays", "SpecialFunctions", "StaticArrays", "SymbolicUtils", "TreeViews", "UnPack", "Unitful"]
+git-tree-sha1 = "cb01e5b33ee9a314238ff0ed2ccad04eb2a7346a"
 uuid = "961ee093-0014-501f-94e3-6117800e7a78"
-version = "3.17.0"
+version = "4.5.0"
 
 [[MuladdMacro]]
 git-tree-sha1 = "c6190f9a7fc5d9d5915ab29f2134421b12d24a68"
@@ -794,38 +883,38 @@ version = "1.8.1"
 
 [[MutableArithmetics]]
 deps = ["LinearAlgebra", "SparseArrays", "Test"]
-git-tree-sha1 = "6cf09794783b9de2e662c4e8b60d743021e338d0"
+git-tree-sha1 = "6b6bb8f550dc38310afd4a0af0786dc3222459e2"
 uuid = "d8a4904e-b15c-11e9-3269-09a3773c0cb0"
-version = "0.2.10"
+version = "0.2.14"
 
 [[NLSolversBase]]
 deps = ["DiffResults", "Distributed", "FiniteDiff", "ForwardDiff"]
-git-tree-sha1 = "db63edd0199a4813a1fa117e3c840a4528b59d72"
+git-tree-sha1 = "39d6bc45e99c96e6995cbddac02877f9b61a1dd1"
 uuid = "d41bc354-129a-5804-8e4c-c37616107c6c"
-version = "7.7.0"
+version = "7.7.1"
 
 [[NLsolve]]
 deps = ["Distances", "LineSearches", "LinearAlgebra", "NLSolversBase", "Printf", "Reexport"]
-git-tree-sha1 = "650f266dcb5a24b4095fdab92f0137c0f4ee9392"
+git-tree-sha1 = "019f12e9a1a7880459d0173c182e6a99365d7ac1"
 uuid = "2774e3e8-f4cf-5e23-947b-6d7e65073b56"
-version = "4.4.1"
+version = "4.5.1"
 
 [[NNlib]]
-deps = ["Libdl", "LinearAlgebra", "Pkg", "Requires", "Statistics"]
-git-tree-sha1 = "8ec4693a5422f0b064ce324f59351f24aa474893"
+deps = ["ChainRulesCore", "LinearAlgebra", "Pkg", "Requires", "Statistics"]
+git-tree-sha1 = "13fd29731c7f609cb82a3a544c5538584d22c153"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.7.4"
+version = "0.7.11"
 
 [[NaNMath]]
-git-tree-sha1 = "c84c576296d0e2fbb3fc134d3e09086b3ea617cd"
+git-tree-sha1 = "bfe47e760d60b82b66b61d2d44128b62e3a369fb"
 uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
-version = "0.3.4"
+version = "0.3.5"
 
-[[NameResolution]]
-deps = ["PrettyPrint"]
-git-tree-sha1 = "1a0fa0e9613f46c9b8c11eee38ebb4f590013c5e"
-uuid = "71a1bf82-56d0-4bbc-8a3c-48b961074391"
-version = "0.1.5"
+[[NonlinearSolve]]
+deps = ["FiniteDiff", "ForwardDiff", "RecursiveArrayTools", "Reexport", "Setfield", "StaticArrays", "UnPack"]
+git-tree-sha1 = "82c072fd7d7341001b3337e8bb3a26ac3b7e407f"
+uuid = "8913a72c-1f9b-4ce2-8d82-65094dcecaec"
+version = "0.3.4"
 
 [[OSQP]]
 deps = ["BinaryProvider", "Libdl", "LinearAlgebra", "MathOptInterface", "MathProgBase", "SparseArrays"]
@@ -834,68 +923,75 @@ uuid = "ab2f91bb-94b4-55e3-9ba0-7f65df51de79"
 version = "0.6.0"
 
 [[OffsetArrays]]
-git-tree-sha1 = "2066e16af994955287f2e03ba1d9e890eb43b0dd"
+deps = ["Adapt"]
+git-tree-sha1 = "5b644e46f71e744fac0775b885809fd82c4ca904"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.1.2"
+version = "1.5.0"
 
 [[Ogg_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "4c3275cda1ba99d1244d0b82a9d0ca871c3cf66b"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "a42c0f138b9ebe8b58eba2271c5053773bde52d0"
 uuid = "e7412a2a-1a6e-54c0-be00-318e2571c051"
-version = "1.3.4+1"
+version = "1.3.4+2"
 
 [[OpenBLAS_jll]]
 deps = ["CompilerSupportLibraries_jll", "Libdl", "Pkg"]
-git-tree-sha1 = "5fae4d1510bdcf7768cc951878b8aa48666c58a8"
+git-tree-sha1 = "0c922fd9634e358622e333fc58de61f05a048492"
 uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
-version = "0.3.10+0"
+version = "0.3.9+5"
 
 [[OpenSSL_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "997359379418d233767f926ea0c43f0e731735c0"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "71bbbc616a1d710879f5a1021bcba65ffba6ce58"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.1+5"
+version = "1.1.1+6"
 
 [[OpenSpecFun_jll]]
-deps = ["CompilerSupportLibraries_jll", "Libdl", "Pkg"]
-git-tree-sha1 = "d51c416559217d974a1113522d5919235ae67a87"
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "9db77584158d0ab52307f8c04f8e7c08ca76b5b3"
 uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e"
-version = "0.5.3+3"
+version = "0.5.3+4"
 
 [[Optim]]
 deps = ["Compat", "FillArrays", "LineSearches", "LinearAlgebra", "NLSolversBase", "NaNMath", "Parameters", "PositiveFactorizations", "Printf", "SparseArrays", "StatsBase"]
-git-tree-sha1 = "c05aa6b694d426df87ff493306c1c5b4b215e148"
+git-tree-sha1 = "9f563aaabe98c0e5b21697b963d1e64377e9de5a"
 uuid = "429524aa-4258-5aef-a3af-852621145aeb"
-version = "0.22.0"
+version = "1.2.2"
 
 [[Opus_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "cc90a125aa70dbb069adbda2b913b02cf2c5f6fe"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "f9d57f4126c39565e05a2b0264df99f497fc6f37"
 uuid = "91d4177d-7536-5919-b921-800302f37372"
-version = "1.3.1+2"
+version = "1.3.1+3"
 
 [[OrderedCollections]]
-git-tree-sha1 = "293b70ac1780f9584c89268a6e2a560d938a7065"
+git-tree-sha1 = "cf59cfed2e2c12e8a2ff0a4f1e9b2cd8650da6db"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.3.0"
+version = "1.3.2"
 
 [[OrdinaryDiffEq]]
 deps = ["Adapt", "ArrayInterface", "DataStructures", "DiffEqBase", "ExponentialUtilities", "FastClosures", "FiniteDiff", "ForwardDiff", "GenericSVD", "LinearAlgebra", "Logging", "MacroTools", "MuladdMacro", "NLsolve", "RecursiveArrayTools", "Reexport", "SparseArrays", "SparseDiffTools", "StaticArrays", "UnPack"]
-git-tree-sha1 = "e6806009a3a5e74c5a6d44365c15b967daa7f798"
+git-tree-sha1 = "431e94346686bc177969199604e0e127f841f439"
 uuid = "1dea7af3-3e70-54e6-95c3-0bf5283fa5ed"
-version = "5.42.3"
+version = "5.49.1"
+
+[[PCRE_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "1b556ad51dceefdbf30e86ffa8f528b73c7df2bb"
+uuid = "2f80f16e-611a-54ab-bc61-aa92de5b98fc"
+version = "8.42.0+4"
 
 [[PDMats]]
 deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse", "Test"]
-git-tree-sha1 = "b3405086eb6a974eba1958923d46bc0e1c2d2d63"
+git-tree-sha1 = "95a4038d1011dfdbde7cecd2ad0ac411e53ab1bc"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.10.0"
+version = "0.10.1"
 
 [[ParameterizedFunctions]]
 deps = ["DataStructures", "DiffEqBase", "Latexify", "LinearAlgebra", "ModelingToolkit", "Reexport"]
-git-tree-sha1 = "8151b8636c9135bef2658b9c91d2e114866f45f5"
+git-tree-sha1 = "bc08a0022d03d88d36fecc56a30b812ad03b0072"
 uuid = "65888b18-ceab-5e60-b2b9-181511a3b968"
-version = "5.5.0"
+version = "5.7.0"
 
 [[Parameters]]
 deps = ["OrderedCollections", "UnPack"]
@@ -904,10 +1000,16 @@ uuid = "d96e819e-fc66-5662-9728-84c9c7592b0a"
 version = "0.12.1"
 
 [[Parsers]]
-deps = ["Dates", "Test"]
-git-tree-sha1 = "8077624b3c450b15c087944363606a6ba12f925e"
+deps = ["Dates"]
+git-tree-sha1 = "50c9a9ed8c714945e01cd53a21007ed3865ed714"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "1.0.10"
+version = "1.0.15"
+
+[[Pixman_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "6a20a83c1ae86416f0a5de605eaea08a552844a3"
+uuid = "30392449-352a-5448-841d-b1acce4e97dc"
+version = "0.40.0+0"
 
 [[Pkg]]
 deps = ["Dates", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "UUIDs"]
@@ -921,15 +1023,15 @@ version = "2.0.0"
 
 [[PlotUtils]]
 deps = ["ColorSchemes", "Colors", "Dates", "Printf", "Random", "Reexport", "Statistics"]
-git-tree-sha1 = "e18e0e51ff07bf92bb7e06dcb9c082a4e125e20c"
+git-tree-sha1 = "ae9a295ac761f64d8c2ec7f9f24d21eb4ffba34d"
 uuid = "995b91a9-d308-5afd-9ec6-746e21dbc043"
-version = "1.0.5"
+version = "1.0.10"
 
 [[Plots]]
-deps = ["Base64", "Contour", "Dates", "FFMPEG", "FixedPointNumbers", "GR", "GeometryBasics", "GeometryTypes", "JSON", "LinearAlgebra", "Measures", "NaNMath", "PlotThemes", "PlotUtils", "Printf", "REPL", "Random", "RecipesBase", "RecipesPipeline", "Reexport", "Requires", "Showoff", "SparseArrays", "Statistics", "StatsBase", "UUIDs"]
-git-tree-sha1 = "8c22b5e0b625bda0e784d60805a4cabea8cbf128"
+deps = ["Base64", "Contour", "Dates", "FFMPEG", "FixedPointNumbers", "GR", "GeometryBasics", "JSON", "Latexify", "LinearAlgebra", "Measures", "NaNMath", "PlotThemes", "PlotUtils", "Printf", "REPL", "Random", "RecipesBase", "RecipesPipeline", "Reexport", "Requires", "Scratch", "Showoff", "SparseArrays", "Statistics", "StatsBase", "UUIDs"]
+git-tree-sha1 = "4797acb266b8d9ff316f4581924e71c6709f152d"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
-version = "1.6.0"
+version = "1.10.1"
 
 [[PoissonRandom]]
 deps = ["Random", "Statistics", "Test"]
@@ -939,20 +1041,15 @@ version = "0.4.0"
 
 [[Polynomials]]
 deps = ["Intervals", "LinearAlgebra", "OffsetArrays", "RecipesBase"]
-git-tree-sha1 = "a71adbcaf8e861b7871a0473c0b8c749073281d4"
+git-tree-sha1 = "1c6c5b0c3713738d6b987903c529d80622c37e07"
 uuid = "f27b6e38-b328-58d1-80ce-0feddd5e7a45"
-version = "1.1.5"
+version = "1.2.0"
 
 [[PositiveFactorizations]]
-deps = ["LinearAlgebra", "Test"]
-git-tree-sha1 = "127c47b91990c101ee3752291c4f45640eeb03d1"
+deps = ["LinearAlgebra"]
+git-tree-sha1 = "17275485f373e6673f7e7f97051f703ed5b15b20"
 uuid = "85a6dd25-e78a-55b7-8502-1745935b8125"
-version = "0.2.3"
-
-[[PrettyPrint]]
-git-tree-sha1 = "632eb4abab3449ab30c5e1afaa874f0b98b586e4"
-uuid = "8162dcfd-2161-5ef2-ae6c-7681170c5f98"
-version = "0.2.0"
+version = "0.2.4"
 
 [[Printf]]
 deps = ["Unicode"]
@@ -970,15 +1067,21 @@ version = "0.1.3"
 
 [[ProgressMeter]]
 deps = ["Distributed", "Printf"]
-git-tree-sha1 = "2de4cddc0ceeddafb6b143b5b6cd9c659b64507c"
+git-tree-sha1 = "45640774ee2efa24e52686dbdf895e88102e68fc"
 uuid = "92933f4c-e287-5a05-a399-4b506db050ca"
-version = "1.3.2"
+version = "1.4.1"
 
 [[ProximalOperators]]
 deps = ["IterativeSolvers", "LinearAlgebra", "OSQP", "SparseArrays", "SuiteSparse", "TSVD"]
-git-tree-sha1 = "796a1aa8597cf326eec3301cf00b18830326b7d7"
+git-tree-sha1 = "5180893d3d19e23595e4aaf8074cec85812cac57"
 uuid = "a725b495-10eb-56fe-b38b-717eba820537"
-version = "0.11.0"
+version = "0.13.0"
+
+[[Qt_jll]]
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "Fontconfig_jll", "Glib_jll", "JLLWrappers", "Libdl", "Libglvnd_jll", "OpenSSL_jll", "Pkg", "Xorg_libXext_jll", "Xorg_libxcb_jll", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_keysyms_jll", "Xorg_xcb_util_renderutil_jll", "Xorg_xcb_util_wm_jll", "Zlib_jll", "xkbcommon_jll"]
+git-tree-sha1 = "7760cfea90bec61814e31dfb204fa4b81bba7b57"
+uuid = "ede63266-ebff-546c-83e0-1c6fb6d0efc8"
+version = "5.15.2+1"
 
 [[QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
@@ -987,10 +1090,10 @@ uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
 version = "2.4.1"
 
 [[QuasiMonteCarlo]]
-deps = ["Distributions", "LatinHypercubeSampling", "Sobol"]
-git-tree-sha1 = "b90f9ff53b4c1f14eee512626cd8e7f9791b20a2"
+deps = ["Distributions", "LatinHypercubeSampling", "LatticeRules", "Sobol"]
+git-tree-sha1 = "3a23b68992061c9c7aa359db0d592229f55b6eb1"
 uuid = "8a4e6c94-4038-4cdc-81c3-7e6ffdb2a71b"
-version = "0.2.0"
+version = "0.2.2"
 
 [[REPL]]
 deps = ["InteractiveUtils", "Markdown", "Sockets"]
@@ -1000,6 +1103,18 @@ uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
 deps = ["Serialization"]
 uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
+[[Random123]]
+deps = ["Libdl", "Random", "RandomNumbers", "Test"]
+git-tree-sha1 = "efa7c17c4b9150a3f7083228d73fa77557ce0edc"
+uuid = "74087812-796a-5b5d-8853-05524746bad3"
+version = "1.2.0"
+
+[[RandomExtensions]]
+deps = ["Random", "SparseArrays"]
+git-tree-sha1 = "062986376ce6d394b23d5d90f01d81426113a3c9"
+uuid = "fb686558-2515-59ef-acaa-46db3789a887"
+version = "0.4.3"
+
 [[RandomNumbers]]
 deps = ["Random", "Requires"]
 git-tree-sha1 = "441e6fc35597524ada7f85e13df1f4e10137d16f"
@@ -1007,27 +1122,27 @@ uuid = "e6cf234a-135c-5ec9-84dd-332b85af5143"
 version = "1.4.0"
 
 [[RecipesBase]]
-git-tree-sha1 = "58de8f7e33b7fda6ee39eff65169cd1e19d0c107"
+git-tree-sha1 = "b3fb709f3c97bfc6e948be68beeecb55a0b340ae"
 uuid = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
-version = "1.0.2"
+version = "1.1.1"
 
 [[RecipesPipeline]]
 deps = ["Dates", "NaNMath", "PlotUtils", "RecipesBase"]
-git-tree-sha1 = "84ff6ab4187fb812522e7e3e6447107110171e62"
+git-tree-sha1 = "9ea2f5bf1b26918b16e9f885bb8e05206bfc2144"
 uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
-version = "0.1.12"
+version = "0.2.1"
 
 [[RecursiveArrayTools]]
 deps = ["ArrayInterface", "LinearAlgebra", "RecipesBase", "Requires", "StaticArrays", "Statistics", "ZygoteRules"]
-git-tree-sha1 = "71a0a21303649ef213f7af81da8c6c371fa37bf6"
+git-tree-sha1 = "3676b63f9ce0f6de09121d2450f491be6593cb31"
 uuid = "731186ca-8d62-57ce-b412-fbd966d074cd"
-version = "2.6.0"
+version = "2.10.0"
 
 [[RecursiveFactorization]]
-deps = ["LinearAlgebra", "LoopVectorization", "VectorizationBase"]
-git-tree-sha1 = "4ca0bdad1d69abbd59c35af89a9a2ab6cd5ef0f1"
+deps = ["LinearAlgebra"]
+git-tree-sha1 = "6761a5d1f9646affb2a369ff932841fff77934a3"
 uuid = "f2c3362d-daeb-58d1-803e-2bc74f2840b4"
-version = "0.1.4"
+version = "0.1.0"
 
 [[Reexport]]
 deps = ["Pkg"]
@@ -1037,21 +1152,27 @@ version = "0.2.0"
 
 [[Requires]]
 deps = ["UUIDs"]
-git-tree-sha1 = "d37400976e98018ee840e0ca4f9d20baa231dc6b"
+git-tree-sha1 = "cfbac6c1ed70c002ec6361e7fd334f02820d6419"
 uuid = "ae029012-a4dd-5104-9daa-d747884805df"
-version = "1.0.1"
+version = "1.1.2"
 
 [[ResettableStacks]]
 deps = ["StaticArrays"]
-git-tree-sha1 = "d19e9c93de6020a96dbb2820567c78d0ab8f7248"
+git-tree-sha1 = "622b3e491fb0a85fbfeed6f17dc320a9f46d8929"
 uuid = "ae5879a3-cd67-5da8-be7f-38c6eb64a37b"
-version = "1.0.0"
+version = "1.1.0"
 
 [[ReverseDiff]]
 deps = ["DiffResults", "DiffRules", "ForwardDiff", "FunctionWrappers", "LinearAlgebra", "MacroTools", "NaNMath", "Random", "SpecialFunctions", "StaticArrays", "Statistics"]
-git-tree-sha1 = "a3a2fbc8af1fc993aca48ba01484444bbeb39bf7"
+git-tree-sha1 = "ca062d55a167a81909772a325932e72c389f9724"
 uuid = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
-version = "1.4.2"
+version = "1.5.0"
+
+[[Richardson]]
+deps = ["LinearAlgebra"]
+git-tree-sha1 = "e03ca566bec93f8a3aeb059c8ef102f268a38949"
+uuid = "708f8203-808e-40c0-ba2d-98a6953ed40d"
+version = "1.4.0"
 
 [[Rmath]]
 deps = ["Random", "Rmath_jll"]
@@ -1065,36 +1186,36 @@ git-tree-sha1 = "d76185aa1f421306dec73c057aa384bad74188f0"
 uuid = "f50d1b31-88e8-58de-be2c-1cc44531875f"
 version = "0.2.2+1"
 
-[[Roots]]
-deps = ["Printf"]
-git-tree-sha1 = "1211c7c1928c1ed29cdcef65979b7a791e3b9fbe"
-uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
-version = "1.0.5"
+[[RuntimeGeneratedFunctions]]
+deps = ["ExprTools", "SHA", "Serialization"]
+git-tree-sha1 = "ac0de034c1b39ac3af9ee4744257d349e70296b8"
+uuid = "7e49a35a-f44a-4d26-94aa-eba1b4ca6b47"
+version = "0.5.0"
 
 [[SHA]]
 uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 
-[[SIMDPirates]]
-deps = ["VectorizationBase"]
-git-tree-sha1 = "26ccdd1466f3071e27e81b43216ea238b62c0c42"
-uuid = "21efa798-c60a-11e8-04d3-e1a92915a26a"
-version = "0.8.24"
-
-[[SLEEFPirates]]
-deps = ["Libdl", "SIMDPirates", "VectorizationBase"]
-git-tree-sha1 = "67ae90a18aa8c22bf159318300e765fbd89ddf6e"
-uuid = "476501e8-09a2-5ece-8869-fb82de89a1fa"
-version = "0.5.5"
-
 [[SafeTestsets]]
 deps = ["Test"]
 git-tree-sha1 = "36ebc5622c82eb9324005cc75e7e2cc51181d181"
 uuid = "1bc83da4-3b8d-516f-aca4-4fe02f6d838f"
 version = "0.0.1"
 
+[[Scratch]]
+deps = ["Dates"]
+git-tree-sha1 = "ad4b278adb62d185bbcb6864dc24959ab0627bf6"
+uuid = "6c6a2e73-6563-6170-7368-637461726353"
+version = "1.0.3"
+
 [[Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
 
+[[Setfield]]
+deps = ["ConstructionBase", "Future", "MacroTools", "Requires"]
+git-tree-sha1 = "d5640fc570fb1b6c54512f0bd3853866bd298b3e"
+uuid = "efcf1570-3423-57d1-acb7-fd33fddbac46"
+version = "0.7.0"
+
 [[SharedArrays]]
 deps = ["Distributed", "Mmap", "Random", "Serialization"]
 uuid = "1a1011a3-84de-559e-8e89-a11a2f7dc383"
@@ -1105,10 +1226,10 @@ uuid = "1277b4bf-5013-50f5-be3d-901d8477a67a"
 version = "1.0.0"
 
 [[Showoff]]
-deps = ["Dates"]
-git-tree-sha1 = "e032c9df551fb23c9f98ae1064de074111b7bc39"
+deps = ["Dates", "Grisu"]
+git-tree-sha1 = "ee010d8f103468309b8afac4abb9be2e18ff1182"
 uuid = "992d4aef-0814-514b-bc4d-f2e9a6c4116f"
-version = "0.3.1"
+version = "0.3.2"
 
 [[SimpleTraits]]
 deps = ["InteractiveUtils", "MacroTools"]
@@ -1137,15 +1258,9 @@ uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[SparseDiffTools]]
 deps = ["Adapt", "ArrayInterface", "Compat", "DataStructures", "FiniteDiff", "ForwardDiff", "LightGraphs", "LinearAlgebra", "Requires", "SparseArrays", "VertexSafeGraphs"]
-git-tree-sha1 = "69de355cb5e2b9a0e89f383c1762bba5ae70b580"
+git-tree-sha1 = "05dac17e14471de40b9d7add133ef4e00988d937"
 uuid = "47a9eef4-7e08-11e9-0b38-333d64bd3804"
-version = "1.10.0"
-
-[[SpatialIndexing]]
-deps = ["Printf", "Random", "Test"]
-git-tree-sha1 = "7bc6fc5c363aae476ec2c8bc527aef104b90c779"
-uuid = "d4ead438-fe20-5cc5-a293-4fd39a41b74c"
-version = "0.1.2"
+version = "1.12.0"
 
 [[SpecialFunctions]]
 deps = ["OpenSpecFun_jll"]
@@ -1153,11 +1268,17 @@ git-tree-sha1 = "d8d8b8a9f4119829410ecd706da4cc8594a1e020"
 uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
 version = "0.10.3"
 
+[[StableRNGs]]
+deps = ["Random", "Test"]
+git-tree-sha1 = "3be7d49667040add7ee151fefaf1f8c04c8c8276"
+uuid = "860ef19b-820b-49d6-a774-d7a799459cd3"
+version = "1.0.0"
+
 [[StaticArrays]]
 deps = ["LinearAlgebra", "Random", "Statistics"]
-git-tree-sha1 = "016d1e1a00fabc556473b07161da3d39726ded35"
+git-tree-sha1 = "9da72ed50e94dbff92036da395275ed114e04d49"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "0.12.4"
+version = "1.0.1"
 
 [[Statistics]]
 deps = ["LinearAlgebra", "SparseArrays"]
@@ -1165,33 +1286,33 @@ uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
 
 [[StatsBase]]
 deps = ["DataAPI", "DataStructures", "LinearAlgebra", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics"]
-git-tree-sha1 = "19bfcb46245f69ff4013b3df3b977a289852c3a1"
+git-tree-sha1 = "7bab7d4eb46b225b35179632852b595a3162cb61"
 uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
-version = "0.32.2"
+version = "0.33.2"
 
 [[StatsFuns]]
 deps = ["Rmath", "SpecialFunctions"]
-git-tree-sha1 = "04a5a8e6ab87966b43f247920eab053fd5fdc925"
+git-tree-sha1 = "3b9f665c70712af3264b61c27a7e1d62055dafd1"
 uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
-version = "0.9.5"
+version = "0.9.6"
 
 [[StatsModels]]
-deps = ["DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "Printf", "ShiftedArrays", "SparseArrays", "StatsBase", "Tables"]
-git-tree-sha1 = "3ac2e9193a530adf67025ce285559f01228b9612"
+deps = ["DataAPI", "DataStructures", "LinearAlgebra", "Printf", "ShiftedArrays", "SparseArrays", "StatsBase", "StatsFuns", "Tables"]
+git-tree-sha1 = "39399bb6310cdd4aae3dec0efa1e4da65280a8ff"
 uuid = "3eaba693-59b7-5ba5-a881-562e759f1c8d"
-version = "0.6.13"
+version = "0.6.18"
 
 [[SteadyStateDiffEq]]
 deps = ["DiffEqBase", "DiffEqCallbacks", "LinearAlgebra", "NLsolve", "Reexport"]
-git-tree-sha1 = "75f258513b7ef8b235876f4cf146577ffd545094"
+git-tree-sha1 = "0fdaf5150fb27e9e9fe006335eb75cb54cce1002"
 uuid = "9672c7b4-1e72-59bd-8a11-6ac3964bc41f"
-version = "1.5.1"
+version = "1.6.0"
 
 [[StochasticDiffEq]]
 deps = ["ArrayInterface", "DataStructures", "DiffEqBase", "DiffEqJump", "DiffEqNoiseProcess", "FillArrays", "FiniteDiff", "ForwardDiff", "LinearAlgebra", "Logging", "MuladdMacro", "NLsolve", "OrdinaryDiffEq", "Random", "RandomNumbers", "RecursiveArrayTools", "Reexport", "SparseArrays", "SparseDiffTools", "StaticArrays", "UnPack"]
-git-tree-sha1 = "ea25d14313775646f9aa4b2158156fb1b3815001"
+git-tree-sha1 = "ee5f4b4a5a0a2aabc3d6e2afb58222fddc1ab97c"
 uuid = "789caeaf-c7a9-5a7d-9973-96adeb23e2a0"
-version = "6.25.0"
+version = "6.30.1"
 
 [[StructArrays]]
 deps = ["Adapt", "DataAPI", "Tables"]
@@ -1211,9 +1332,9 @@ version = "5.4.0+9"
 
 [[Sundials]]
 deps = ["CEnum", "DataStructures", "DiffEqBase", "Libdl", "LinearAlgebra", "Logging", "Reexport", "SparseArrays", "Sundials_jll"]
-git-tree-sha1 = "0fc68b00d45b3882174d21a5841a1049769b9fd8"
+git-tree-sha1 = "28db9e1a8fdd1b8e95cee064a6c2066897cf39c5"
 uuid = "c3572dad-4567-51f8-b174-8c6c989267f4"
-version = "4.2.6"
+version = "4.4.1"
 
 [[Sundials_jll]]
 deps = ["CompilerSupportLibraries_jll", "Libdl", "OpenBLAS_jll", "Pkg", "SuiteSparse_jll"]
@@ -1223,15 +1344,15 @@ version = "5.2.0+1"
 
 [[SymbolicUtils]]
 deps = ["AbstractAlgebra", "Combinatorics", "DataStructures", "NaNMath", "SpecialFunctions", "TimerOutputs"]
-git-tree-sha1 = "3cd0b83054bd456ac5c8740900ef4d1f830462c0"
+git-tree-sha1 = "b486b44ca0fc12e713a819184b29f9b585e7ab7e"
 uuid = "d1185830-fcd6-423d-90d6-eec64667417b"
-version = "0.5.1"
+version = "0.6.3"
 
 [[TSVD]]
 deps = ["Adapt", "LinearAlgebra"]
-git-tree-sha1 = "4c6caaa3d6658009a22c8c8f1e9de9e2bd7eef25"
+git-tree-sha1 = "8e1d43e8e3a079024943108b3b6105c721997b58"
 uuid = "9449cd9e-2762-5aa3-a617-5413e99d722e"
-version = "0.4.0"
+version = "0.4.2"
 
 [[TableTraits]]
 deps = ["IteratorInterfaceExtensions"]
@@ -1241,15 +1362,15 @@ version = "1.0.0"
 
 [[Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "TableTraits", "Test"]
-git-tree-sha1 = "b7f762e9820b7fab47544c36f26f54ac59cf8abf"
+git-tree-sha1 = "240d19b8762006ff04b967bdd833269ad642d550"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.0.5"
+version = "1.2.2"
 
 [[TerminalLoggers]]
 deps = ["LeftChildRightSiblingTrees", "Logging", "Markdown", "Printf", "ProgressLogging", "UUIDs"]
-git-tree-sha1 = "cbea752b5eef52a3e1188fb31580c3e4fa0cbc35"
+git-tree-sha1 = "e185a19bb9172f0cf5bc71233fab92a46f7ae154"
 uuid = "5d786b92-1e48-4d6f-9151-6b4477ca9bed"
-version = "0.1.2"
+version = "0.1.3"
 
 [[Test]]
 deps = ["Distributed", "InteractiveUtils", "Logging", "Random"]
@@ -1257,21 +1378,21 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[TimeZones]]
 deps = ["Dates", "EzXML", "Mocking", "Pkg", "Printf", "RecipesBase", "Serialization", "Unicode"]
-git-tree-sha1 = "338ddbb2b9b50a9a423ba6c3fad1824553535988"
+git-tree-sha1 = "4ba8a9579a243400db412b50300cd61d7447e583"
 uuid = "f269a46b-ccf7-5d73-abea-4c690281aa53"
-version = "1.3.2"
+version = "1.5.3"
 
 [[TimerOutputs]]
 deps = ["Printf"]
-git-tree-sha1 = "f458ca23ff80e46a630922c555d838303e4b9603"
+git-tree-sha1 = "3318281dd4121ecf9713ce1383b9ace7d7476fdd"
 uuid = "a759f4b9-e2f1-59dc-863e-4aeb61b1ea8f"
-version = "0.5.6"
+version = "0.5.7"
 
 [[Tracker]]
 deps = ["Adapt", "DiffRules", "ForwardDiff", "LinearAlgebra", "MacroTools", "NNlib", "NaNMath", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"]
-git-tree-sha1 = "5ecb538f7a537377f95fa6cc2690bf208192f35a"
+git-tree-sha1 = "3086721cf3007c4b335f30d8628446a35f32adb5"
 uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
-version = "0.2.11"
+version = "0.2.15"
 
 [[TranscodingStreams]]
 deps = ["Random", "Test"]
@@ -1299,15 +1420,9 @@ uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
 
 [[Unitful]]
 deps = ["ConstructionBase", "LinearAlgebra", "Random"]
-git-tree-sha1 = "75d9fcb9c5dba40f746a1bee368393ffd78084b0"
+git-tree-sha1 = "2b643523d52fc9fb4fe0729e6561d066055d58d8"
 uuid = "1986cc42-f94f-5a68-af5c-568840ba703d"
-version = "1.4.0"
-
-[[VectorizationBase]]
-deps = ["CpuId", "Libdl", "LinearAlgebra"]
-git-tree-sha1 = "c2a34c8065076a867fc36522c1a3441156a63445"
-uuid = "3d5dd08c-fd9d-11e8-17fa-ed2836048c2f"
-version = "0.12.32"
+version = "1.5.0"
 
 [[VertexSafeGraphs]]
 deps = ["LightGraphs"]
@@ -1315,62 +1430,224 @@ git-tree-sha1 = "b9b450c99a3ca1cc1c6836f560d8d887bcbe356e"
 uuid = "19fa3120-7c27-5ec5-8db8-b0b0aa330d6f"
 version = "0.1.2"
 
+[[Wayland_jll]]
+deps = ["Artifacts", "Expat_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg", "XML2_jll"]
+git-tree-sha1 = "dc643a9b774da1c2781413fd7b6dcd2c56bb8056"
+uuid = "a2964d1f-97da-50d4-b82a-358c7fce9d89"
+version = "1.17.0+4"
+
+[[Wayland_protocols_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Wayland_jll"]
+git-tree-sha1 = "2839f1c1296940218e35df0bbb220f2a79686670"
+uuid = "2381bf8a-dfd0-557d-9999-79630e7b1b91"
+version = "1.18.0+4"
+
 [[XML2_jll]]
-deps = ["Libdl", "Libiconv_jll", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "432d91f45e950f2f2bda5c0f4e2b938c14493af9"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Pkg", "Zlib_jll"]
+git-tree-sha1 = "be0db24f70aae7e2b89f2f3092e93b8606d659a6"
 uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
-version = "2.9.10+1"
+version = "2.9.10+3"
+
+[[XSLT_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Pkg", "XML2_jll"]
+git-tree-sha1 = "2b3eac39df218762d2d005702d601cd44c997497"
+uuid = "aed1982a-8fda-507f-9586-7b0439959a61"
+version = "1.1.33+4"
+
+[[Xorg_libX11_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libxcb_jll", "Xorg_xtrans_jll"]
+git-tree-sha1 = "5be649d550f3f4b95308bf0183b82e2582876527"
+uuid = "4f6342f7-b3d2-589e-9d20-edeb45f2b2bc"
+version = "1.6.9+4"
+
+[[Xorg_libXau_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "4e490d5c960c314f33885790ed410ff3a94ce67e"
+uuid = "0c0b7dd1-d40b-584c-a123-a41640f87eec"
+version = "1.0.9+4"
+
+[[Xorg_libXcursor_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXfixes_jll", "Xorg_libXrender_jll"]
+git-tree-sha1 = "12e0eb3bc634fa2080c1c37fccf56f7c22989afd"
+uuid = "935fb764-8cf2-53bf-bb30-45bb1f8bf724"
+version = "1.2.0+4"
+
+[[Xorg_libXdmcp_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "4fe47bd2247248125c428978740e18a681372dd4"
+uuid = "a3789734-cfe1-5b06-b2d0-1dd0d9d62d05"
+version = "1.1.3+4"
+
+[[Xorg_libXext_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
+git-tree-sha1 = "b7c0aa8c376b31e4852b360222848637f481f8c3"
+uuid = "1082639a-0dae-5f34-9b06-72781eeb8cb3"
+version = "1.3.4+4"
+
+[[Xorg_libXfixes_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
+git-tree-sha1 = "0e0dc7431e7a0587559f9294aeec269471c991a4"
+uuid = "d091e8ba-531a-589c-9de9-94069b037ed8"
+version = "5.0.3+4"
+
+[[Xorg_libXi_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll", "Xorg_libXfixes_jll"]
+git-tree-sha1 = "89b52bc2160aadc84d707093930ef0bffa641246"
+uuid = "a51aa0fd-4e3c-5386-b890-e753decda492"
+version = "1.7.10+4"
+
+[[Xorg_libXinerama_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll"]
+git-tree-sha1 = "26be8b1c342929259317d8b9f7b53bf2bb73b123"
+uuid = "d1454406-59df-5ea1-beac-c340f2130bc3"
+version = "1.1.4+4"
+
+[[Xorg_libXrandr_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll"]
+git-tree-sha1 = "34cea83cb726fb58f325887bf0612c6b3fb17631"
+uuid = "ec84b674-ba8e-5d96-8ba1-2a689ba10484"
+version = "1.5.2+4"
+
+[[Xorg_libXrender_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
+git-tree-sha1 = "19560f30fd49f4d4efbe7002a1037f8c43d43b96"
+uuid = "ea2f1a96-1ddc-540d-b46f-429655e07cfa"
+version = "0.9.10+4"
+
+[[Xorg_libpthread_stubs_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "6783737e45d3c59a4a4c4091f5f88cdcf0908cbb"
+uuid = "14d82f49-176c-5ed1-bb49-ad3f5cbd8c74"
+version = "0.1.0+3"
+
+[[Xorg_libxcb_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "XSLT_jll", "Xorg_libXau_jll", "Xorg_libXdmcp_jll", "Xorg_libpthread_stubs_jll"]
+git-tree-sha1 = "daf17f441228e7a3833846cd048892861cff16d6"
+uuid = "c7cfdc94-dc32-55de-ac96-5a1b8d977c5b"
+version = "1.13.0+3"
+
+[[Xorg_libxkbfile_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"]
+git-tree-sha1 = "926af861744212db0eb001d9e40b5d16292080b2"
+uuid = "cc61e674-0454-545c-8b26-ed2c68acab7a"
+version = "1.1.0+4"
+
+[[Xorg_xcb_util_image_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
+git-tree-sha1 = "0fab0a40349ba1cba2c1da699243396ff8e94b97"
+uuid = "12413925-8142-5f55-bb0e-6d7ca50bb09b"
+version = "0.4.0+1"
+
+[[Xorg_xcb_util_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libxcb_jll"]
+git-tree-sha1 = "e7fd7b2881fa2eaa72717420894d3938177862d1"
+uuid = "2def613f-5ad1-5310-b15b-b15d46f528f5"
+version = "0.4.0+1"
+
+[[Xorg_xcb_util_keysyms_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
+git-tree-sha1 = "d1151e2c45a544f32441a567d1690e701ec89b00"
+uuid = "975044d2-76e6-5fbe-bf08-97ce7c6574c7"
+version = "0.4.0+1"
+
+[[Xorg_xcb_util_renderutil_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
+git-tree-sha1 = "dfd7a8f38d4613b6a575253b3174dd991ca6183e"
+uuid = "0d47668e-0667-5a69-a72c-f761630bfb7e"
+version = "0.3.9+1"
+
+[[Xorg_xcb_util_wm_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
+git-tree-sha1 = "e78d10aab01a4a154142c5006ed44fd9e8e31b67"
+uuid = "c22f9ab0-d5fe-5066-847c-f4bb1cd4e361"
+version = "0.4.1+1"
+
+[[Xorg_xkbcomp_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libxkbfile_jll"]
+git-tree-sha1 = "4bcbf660f6c2e714f87e960a171b119d06ee163b"
+uuid = "35661453-b289-5fab-8a00-3d9160c6a3a4"
+version = "1.4.2+4"
+
+[[Xorg_xkeyboard_config_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xkbcomp_jll"]
+git-tree-sha1 = "5c8424f8a67c3f2209646d4425f3d415fee5931d"
+uuid = "33bec58e-1273-512f-9401-5d533626f822"
+version = "2.27.0+4"
+
+[[Xorg_xtrans_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "79c31e7844f6ecf779705fbc12146eb190b7d845"
+uuid = "c5fb5394-a638-5e4d-96e5-b29de1b5cf10"
+version = "1.4.0+3"
 
 [[ZipFile]]
 deps = ["Libdl", "Printf", "Zlib_jll"]
-git-tree-sha1 = "254975fef2fc526583bb9b7c9420fe66ffe09f2f"
+git-tree-sha1 = "c3a5637e27e914a7a445b8d0ad063d701931e9f7"
 uuid = "a5390f91-8eb1-5f08-bee0-b1d1ffed6cea"
-version = "0.9.2"
+version = "0.9.3"
 
 [[Zlib_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "d5bba6485811931e4b8958e2d7ca3738273ac468"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "320228915c8debb12cb434c59057290f0834dbf6"
 uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
-version = "1.2.11+15"
+version = "1.2.11+18"
+
+[[Zstd_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "6f1abcb0c44f184690912aa4b0ba861dd64f11b9"
+uuid = "3161d3a3-bdf6-5164-811a-617609db77b4"
+version = "1.4.5+2"
 
 [[Zygote]]
-deps = ["AbstractFFTs", "ArrayLayouts", "ChainRules", "DiffRules", "Distributed", "FillArrays", "ForwardDiff", "Future", "IRTools", "InteractiveUtils", "LinearAlgebra", "LoopVectorization", "MacroTools", "NNlib", "NaNMath", "Random", "Requires", "SpecialFunctions", "Statistics", "ZygoteRules"]
-git-tree-sha1 = "fa45127afd117fca6a8540f92d5e3799daf8339a"
+deps = ["AbstractFFTs", "ChainRules", "DiffRules", "Distributed", "FillArrays", "ForwardDiff", "IRTools", "InteractiveUtils", "LinearAlgebra", "MacroTools", "NaNMath", "Random", "Requires", "SpecialFunctions", "Statistics", "ZygoteRules"]
+git-tree-sha1 = "d88a7e71fc2eef9510187b1c7d4af7a5177633d0"
 uuid = "e88e6eb3-aa80-5325-afca-941959d7151f"
-version = "0.5.5"
+version = "0.6.0"
 
 [[ZygoteRules]]
 deps = ["MacroTools"]
-git-tree-sha1 = "b3b4882cc9accf6731a08cc39543fbc6b669dca8"
+git-tree-sha1 = "9e7a1e8ca60b742e508a315c17eef5211e7fbfd7"
 uuid = "700de1a5-db45-46bc-99cf-38207098b444"
-version = "0.2.0"
+version = "0.2.1"
 
 [[libass_jll]]
-deps = ["Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "f02d0db58888592e98c5f4953cef620ce9274eee"
+deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
+git-tree-sha1 = "acc685bcf777b2202a904cdcb49ad34c2fa1880c"
 uuid = "0ac62f75-1d6f-5e53-bd7c-93b484bb37c0"
-version = "0.14.0+3"
+version = "0.14.0+4"
 
 [[libfdk_aac_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "e17b4513993b4413d31cffd1b36a63625ebbc3d3"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "7a5780a0d9c6864184b3a2eeeb833a0c871f00ab"
 uuid = "f638f0a6-7fb0-5443-88ba-1cc74229b280"
-version = "0.1.6+3"
+version = "0.1.6+4"
+
+[[libpng_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
+git-tree-sha1 = "6abbc424248097d69c0c87ba50fcb0753f93e0ee"
+uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
+version = "1.6.37+6"
 
 [[libvorbis_jll]]
-deps = ["Libdl", "Ogg_jll", "Pkg"]
-git-tree-sha1 = "8014e1c1033009edcfe820ec25877a9f1862ba4c"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
+git-tree-sha1 = "fa14ac25af7a4b8a7f61b287a124df7aab601bcd"
 uuid = "f27f6e37-5d2b-51aa-960f-b287f2bc3b7a"
-version = "1.3.6+5"
+version = "1.3.6+6"
 
 [[x264_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "e496625b900df1b02ab0e02fad316b77446616ef"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "d713c1ce4deac133e3334ee12f4adff07f81778f"
 uuid = "1270edf5-f2f9-52d2-97e9-ab00b5d0237a"
-version = "2020.7.14+1"
+version = "2020.7.14+2"
 
 [[x265_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "ac7d44fa1639a780d0ae79ca1a5a7f4181131825"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "487da2f8f2f0c8ee0e83f39d13037d6bbf0a45ab"
 uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76"
-version = "3.0.0+2"
+version = "3.0.0+3"
+
+[[xkbcommon_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Wayland_jll", "Wayland_protocols_jll", "Xorg_libxcb_jll", "Xorg_xkeyboard_config_jll"]
+git-tree-sha1 = "ece2350174195bb31de1a63bea3a41ae1aa593b6"
+uuid = "d8fb68d0-12a3-5cfd-a85a-d49703b185fd"
+version = "0.9.1+5"
diff --git a/DelayLotkaVolterra/VolterraExp.jl b/DelayLotkaVolterra/VolterraExp.jl
index 2ed46f7..b5883a7 100644
--- a/DelayLotkaVolterra/VolterraExp.jl
+++ b/DelayLotkaVolterra/VolterraExp.jl
@@ -63,7 +63,7 @@ end
 # No regularisation right now
 function loss(θ)
     pred = predict(θ)
-    sum(abs2, Xₙ .- pred), pred 
+    sum(abs2, Xₙ .- pred), pred
 end
 
 # Test
@@ -118,12 +118,12 @@ plot!(L̂')
 # Plot the error
 scatter(abs.(L̄-L̂)', yaxis = :log)
 
-## Sparse Identification 
+## Sparse Identification
 
 # Create a Basis
 @variables u[1:2]
 # Lots of polynomials
-polys = Operation[1]
+polys = Any[1]
 
 for i ∈ 1:5
     push!(polys, u[1]^i)