diff --git a/Project.toml b/Project.toml
index 324d2a18e..caf41960b 100644
--- a/Project.toml
+++ b/Project.toml
@@ -12,6 +12,7 @@ Requires = "ae029012-a4dd-5104-9daa-d747884805df"
 Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
 
 [compat]
+Adapt = "3.2"
 ChainRulesCore = "0.9"
 Compat = "3.14"
 Requires = "0.5, 1.0"
diff --git a/test/perf/Manifest.toml b/test/perf/Manifest.toml
index ad38057a1..eae17c230 100644
--- a/test/perf/Manifest.toml
+++ b/test/perf/Manifest.toml
@@ -6,23 +6,17 @@ git-tree-sha1 = "051c95d6836228d120f5f4b984dd5aba1624f716"
 uuid = "621f4979-c628-5d54-868e-fcf4e3e8185c"
 version = "0.5.0"
 
+[[Adapt]]
+deps = ["LinearAlgebra"]
+git-tree-sha1 = "ffcfa2d345aaee0ef3d8346a073d5dd03c983ebe"
+uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
+version = "3.2.0"
+
 [[Arpack]]
-deps = ["Arpack_jll", "Libdl", "LinearAlgebra"]
-git-tree-sha1 = "2ff92b71ba1747c5fdd541f8fc87736d82f40ec9"
+deps = ["BinaryProvider", "Libdl", "LinearAlgebra"]
+git-tree-sha1 = "cd64c112638582ba4f0be9c3e20656499c508565"
 uuid = "7d9fca2a-8960-54d3-9f78-7d1dccf2cb97"
-version = "0.4.0"
-
-[[Arpack_jll]]
-deps = ["Libdl", "OpenBLAS_jll", "Pkg"]
-git-tree-sha1 = "e214a9b9bd1b4e1b4f15b22c0994862b66af7ff7"
-uuid = "68821587-b530-5797-8361-c406ea357684"
-version = "3.5.0+3"
-
-[[ArrayInterface]]
-deps = ["LinearAlgebra", "Requires", "SparseArrays"]
-git-tree-sha1 = "649c08a5a3a513f4662673d3777fe6ccb4df9f5d"
-uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "2.8.7"
+version = "0.3.2"
 
 [[AxisAlgorithms]]
 deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"]
@@ -35,80 +29,86 @@ uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
 
 [[BenchmarkTools]]
 deps = ["JSON", "Logging", "Printf", "Statistics", "UUIDs"]
-git-tree-sha1 = "9e62e66db34540a0c919d72172cc2f642ac71260"
+git-tree-sha1 = "8b8279aa9b15b4ee2d0e06bc5208f486a8ad65cc"
 uuid = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
-version = "0.5.0"
+version = "0.6.0"
+
+[[BinDeps]]
+deps = ["Libdl", "Pkg", "SHA", "URIParser", "Unicode"]
+git-tree-sha1 = "1289b57e8cf019aede076edab0587eb9644175bd"
+uuid = "9e28174c-4ba2-5203-b857-d8d62c4213ee"
+version = "1.0.2"
 
-[[Bzip2_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "3663bfffede2ef41358b6fc2e1d8a6d50b3c3904"
-uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
-version = "1.0.6+2"
+[[BinaryProvider]]
+deps = ["Libdl", "Logging", "SHA"]
+git-tree-sha1 = "ecdec412a9abc8db54c0efc5548c64dfce072058"
+uuid = "b99e7846-7c00-51b0-8f62-c81ae34c0232"
+version = "0.5.10"
+
+[[ChainRulesCore]]
+deps = ["Compat", "LinearAlgebra", "SparseArrays"]
+git-tree-sha1 = "de4f08843c332d355852721adb1592bce7924da3"
+uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+version = "0.9.29"
 
 [[Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "7846d785d9e4bcc904b70689bde8413f85b0ca20"
+git-tree-sha1 = "75479b7df4167267d75294d14b58244695beb2ac"
 uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
-version = "0.14.0"
+version = "0.14.2"
 
 [[CodecZlib]]
-deps = ["TranscodingStreams", "Zlib_jll"]
-git-tree-sha1 = "ded953804d019afa9a3f98981d99b33e3db7b6da"
+deps = ["BinaryProvider", "Libdl", "TranscodingStreams"]
+git-tree-sha1 = "05916673a2627dd91b4969ff8ba6941bc85a960e"
 uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
-version = "0.7.0"
+version = "0.6.0"
 
 [[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 = "c73d9cfc2a9d8433dc77f5bff4bddf46b1d78c20"
+git-tree-sha1 = "32a2b8af383f11cbb65803883837a149d10dfe8a"
 uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
-version = "0.10.3"
+version = "0.10.12"
 
 [[Colors]]
 deps = ["ColorTypes", "FixedPointNumbers", "InteractiveUtils", "Reexport"]
-git-tree-sha1 = "1e9bba7984e78aa8cdeea7f9f7cc984ad4e4b1c7"
+git-tree-sha1 = "ac5f2213e56ed8a34a3dd2f681f4df1166b34929"
 uuid = "5ae59095-9a9b-59fe-a467-6f913c188581"
-version = "0.12.2"
-
-[[CommonSubexpressions]]
-deps = ["Test"]
-git-tree-sha1 = "efdaf19ab11c7889334ca247ff4c9f7c322817b0"
-uuid = "bbf7d656-a473-5ed7-a52c-81e309532950"
-version = "0.2.0"
+version = "0.12.6"
 
 [[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 = "054993b6611376ddb40203e973e954fd9d1d1902"
+git-tree-sha1 = "919c7f3151e79ff196add81d7f4e45d91bbf420b"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "3.12.0"
+version = "3.25.0"
 
-[[CompilerSupportLibraries_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "7c4f882c41faa72118841185afc58a2eb00ef612"
-uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
-version = "0.3.3+0"
+[[Conda]]
+deps = ["JSON", "VersionParsing"]
+git-tree-sha1 = "6231e40619c15148bcb80aa19d731e629877d762"
+uuid = "8f4d0f93-b110-5947-807f-2305c1781a2d"
+version = "1.5.1"
 
 [[Contour]]
 deps = ["StaticArrays"]
-git-tree-sha1 = "0b17db36e7e03f8437e0d1f55aea3e4a60c74353"
+git-tree-sha1 = "9f02045d934dc030edad45944ea80dbd1f0ebea7"
 uuid = "d38c429a-6771-53c6-b99e-75d170b6e991"
-version = "0.5.3"
+version = "0.5.7"
 
 [[DataAPI]]
-git-tree-sha1 = "176e23402d80e7743fc26c19c681bfb11246af32"
+git-tree-sha1 = "dfb3b7e89e395be1e25c2ad6d7690dc29cc53b1d"
 uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a"
-version = "1.3.0"
+version = "1.6.0"
 
 [[DataStructures]]
-deps = ["InteractiveUtils", "OrderedCollections"]
-git-tree-sha1 = "be680f1ad03c0a03796aa3fda5a2180df7f83b46"
+deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
+git-tree-sha1 = "4437b64df1e0adccc3e5d1adbc3ac741095e4677"
 uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
-version = "0.17.18"
+version = "0.18.9"
 
 [[DataValueInterfaces]]
 git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6"
@@ -129,98 +129,51 @@ uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"
 deps = ["Mmap"]
 uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab"
 
-[[DiffResults]]
-deps = ["StaticArrays"]
-git-tree-sha1 = "da24935df8e0c6cf28de340b958f6aac88eaa0cc"
-uuid = "163ba53b-c6d8-5494-b064-1a9d43ac40c5"
-version = "1.0.2"
-
-[[DiffRules]]
-deps = ["NaNMath", "Random", "SpecialFunctions"]
-git-tree-sha1 = "eb0c34204c8410888844ada5359ac8b96292cfd1"
-uuid = "b552c78f-8df3-52c6-915a-8e097449b14b"
-version = "1.0.1"
-
 [[Distances]]
 deps = ["LinearAlgebra", "Statistics"]
-git-tree-sha1 = "23717536c81b63e250f682b0e0933769eecd1411"
+git-tree-sha1 = "366715149014943abd71aa647a07a43314158b2d"
 uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
-version = "0.8.2"
+version = "0.10.2"
 
 [[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 = "78c4c32a2357a00a0a7d614880f02c2c6e1ec73c"
+deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SparseArrays", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns"]
+git-tree-sha1 = "e64debe8cd174cc52d7dd617ebc5492c6f8b698c"
 uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
-version = "0.23.4"
+version = "0.24.15"
+
+[[DocStringExtensions]]
+deps = ["LibGit2", "Markdown", "Pkg", "Test"]
+git-tree-sha1 = "9d4f64f79012636741cf01133158a54b24924c32"
+uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
+version = "0.8.4"
 
 [[FFMPEG]]
-deps = ["FFMPEG_jll"]
-git-tree-sha1 = "c82bef6fc01e30d500f588cd01d29bdd44f1924e"
+deps = ["BinaryProvider", "Libdl"]
+git-tree-sha1 = "9143266ba77d3313a4cf61d8333a1970e8c5d8b6"
 uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
-version = "0.3.0"
-
-[[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 = "0fa07f43e5609ea54848b82b4bb330b250e9645b"
-uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
-version = "4.1.0+3"
+version = "0.2.4"
 
 [[FFTW]]
-deps = ["AbstractFFTs", "FFTW_jll", "IntelOpenMP_jll", "Libdl", "LinearAlgebra", "MKL_jll", "Reexport"]
-git-tree-sha1 = "14536c95939aadcee44014728a459d2fe3ca9acf"
+deps = ["AbstractFFTs", "BinaryProvider", "Conda", "Libdl", "LinearAlgebra", "Reexport"]
+git-tree-sha1 = "e0823a0ea2990b28a8398e958327333e8af53b27"
 uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
-version = "1.2.2"
-
-[[FFTW_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "6c975cd606128d45d1df432fb812d6eb10fee00b"
-uuid = "f5851436-0d7a-5f13-b9de-f02708fd171a"
-version = "3.3.9+5"
-
-[[FileIO]]
-deps = ["Pkg"]
-git-tree-sha1 = "202335fd24c2776493e198d6c66a6d910400a895"
-uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
-version = "1.3.0"
+version = "1.1.1"
 
 [[FillArrays]]
 deps = ["LinearAlgebra", "Random", "SparseArrays"]
-git-tree-sha1 = "44f561e293987ffc84272cd3d2b14b0b93123d63"
+git-tree-sha1 = "31939159aeb8ffad1d4d8ee44d07f8558273120a"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "0.8.10"
-
-[[FiniteDiff]]
-deps = ["ArrayInterface", "LinearAlgebra", "Requires", "SparseArrays", "StaticArrays"]
-git-tree-sha1 = "fec7c2cb45c27071ef487fa7cae4fcac7509aa10"
-uuid = "6a86dc24-6348-571c-b903-95158fe2bd41"
-version = "2.3.2"
+version = "0.11.7"
 
 [[FixedPointNumbers]]
-git-tree-sha1 = "3ba9ea634d4c8b289d590403b4a06f8e227a6238"
+deps = ["Statistics"]
+git-tree-sha1 = "335bfdceacc84c5cdf16aadc768aa5ddfc5383cc"
 uuid = "53c48c17-4a7d-5ca2-90c5-79b7896eea93"
-version = "0.8.0"
-
-[[ForwardDiff]]
-deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "NaNMath", "Random", "SpecialFunctions", "StaticArrays"]
-git-tree-sha1 = "869540e4367122fbffaace383a5bdc34d6e5e5ac"
-uuid = "f6369f11-7733-5829-9624-2563aa707210"
-version = "0.10.10"
-
-[[FreeType2_jll]]
-deps = ["Bzip2_jll", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "7d900f32a3788d4eacac2bfa3bf5c770179c8afd"
-uuid = "d7e528f0-a631-5988-bf34-fe36492bcfd7"
-version = "2.10.1+2"
-
-[[FriBidi_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "2f56bee16bd0151de7b6a1eeea2ced190a2ad8d4"
-uuid = "559328eb-81f9-559d-9380-de523a88c83c"
-version = "1.0.5+3"
+version = "0.8.4"
 
 [[GR]]
 deps = ["Base64", "DelimitedFiles", "HTTP", "JSON", "LinearAlgebra", "Printf", "Random", "Serialization", "Sockets", "Test", "UUIDs"]
@@ -228,17 +181,28 @@ git-tree-sha1 = "247adbd2b33c0c4b42efa20d1e807acf6312145f"
 uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
 version = "0.50.1"
 
+[[GeometryBasics]]
+deps = ["IterTools", "LinearAlgebra", "StaticArrays", "StructArrays", "Tables"]
+git-tree-sha1 = "119f32f9c2b497b49cd3f7f513b358b82660294c"
+uuid = "5c1252a2-5f33-56bf-86c9-59e7332b4326"
+version = "0.2.15"
+
 [[GeometryTypes]]
 deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "StaticArrays"]
-git-tree-sha1 = "34bfa994967e893ab2f17b864eec221b3521ba4d"
+git-tree-sha1 = "07194161fe4e181c6bf51ef2e329ec4e7d050fc4"
 uuid = "4d00f742-c7ba-57c2-abde-4428a4b178cb"
-version = "0.8.3"
+version = "0.8.4"
+
+[[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 = "ec87d5e2acbe1693789efbbe14f5ea7525758f71"
+git-tree-sha1 = "c7ec02c4c6a039a98a15f955462cd7aea5df4508"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
-version = "0.8.15"
+version = "0.8.19"
 
 [[IniFile]]
 deps = ["Test"]
@@ -246,21 +210,20 @@ git-tree-sha1 = "098e4d2c533924c921f9f9847274f2ad89e018b8"
 uuid = "83e8ac13-25f8-5344-8a64-a9f2b223428f"
 version = "0.5.0"
 
-[[IntelOpenMP_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "fb8e1c7a5594ba56f9011310790e03b5384998d6"
-uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
-version = "2018.0.3+0"
-
 [[InteractiveUtils]]
 deps = ["Markdown"]
 uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 
 [[Interpolations]]
 deps = ["AxisAlgorithms", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"]
-git-tree-sha1 = "2b7d4e9be8b74f03115e64cf36ed2f48ae83d946"
+git-tree-sha1 = "eb1dd6d5b2275faaaa18533e0fc5f9171cec25fa"
 uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
-version = "0.12.10"
+version = "0.13.1"
+
+[[IterTools]]
+git-tree-sha1 = "05110a2ab1fc5f932622ffea2a003221f4782c18"
+uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
+version = "1.3.0"
 
 [[IteratorInterfaceExtensions]]
 git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
@@ -268,48 +231,29 @@ uuid = "82899510-4779-5014-852e-03e436cf321d"
 version = "1.0.0"
 
 [[JLD2]]
-deps = ["CodecZlib", "DataStructures", "FileIO", "Mmap", "Pkg", "Printf", "UUIDs"]
-git-tree-sha1 = "e03e697cf84c275ece9cbefd1eabaf49bf5e7254"
+deps = ["CodecZlib", "DataStructures", "MacroTools", "Mmap", "Pkg", "Printf", "Requires", "UUIDs"]
+git-tree-sha1 = "9f2f2f24e60305feb6ae293a617ddf06f429efc3"
 uuid = "033835bb-8acc-5ee8-8aae-3f567f8a3819"
-version = "0.1.13"
+version = "0.4.3"
 
 [[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"
 
 [[KernelDensity]]
-deps = ["Distributions", "FFTW", "Interpolations", "Optim", "StatsBase", "Test"]
-git-tree-sha1 = "c1048817fe5711f699abc8fabd47b1ac6ba4db04"
+deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"]
+git-tree-sha1 = "09aeec87bdc9c1fa70d0b508dfa94a21acd280d9"
 uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b"
-version = "0.5.1"
-
-[[LAME_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "221cc8998b9060677448cbb6375f00032554c4fd"
-uuid = "c1c5ebd0-6772-5130-a774-d5fcae4a789d"
-version = "3.100.0+1"
+version = "0.6.2"
 
 [[LibGit2]]
-deps = ["Printf"]
 uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
 
-[[LibVPX_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "e3549ca9bf35feb9d9d954f4c6a9032e92f46e7c"
-uuid = "dd192d2f-8180-539f-9fb4-cc70b1dcf69a"
-version = "1.8.1+1"
-
 [[Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
 
-[[LineSearches]]
-deps = ["LinearAlgebra", "NLSolversBase", "NaNMath", "Parameters", "Printf", "Test"]
-git-tree-sha1 = "54eb90e8dbe745d617c78dee1d6ae95c7f6f5779"
-uuid = "d3d80556-e9d4-5f37-9878-2ab0fcc64255"
-version = "7.0.1"
-
 [[LinearAlgebra]]
 deps = ["Libdl"]
 uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
@@ -317,27 +261,21 @@ uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 [[Logging]]
 uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"
 
-[[MKL_jll]]
-deps = ["IntelOpenMP_jll", "Libdl", "Pkg"]
-git-tree-sha1 = "0ce9a7fa68c70cf83c49d05d2c04d91b47404b08"
-uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
-version = "2020.1.216+0"
+[[MacroTools]]
+deps = ["Markdown", "Random"]
+git-tree-sha1 = "6a8a2a625ab0dea913aba95c11370589e0239ff0"
+uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
+version = "0.5.6"
 
 [[Markdown]]
 deps = ["Base64"]
 uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
 
 [[MbedTLS]]
-deps = ["Dates", "MbedTLS_jll", "Random", "Sockets"]
-git-tree-sha1 = "426a6978b03a97ceb7ead77775a1da066343ec6e"
+deps = ["BinaryProvider", "Dates", "Libdl", "Random", "Sockets"]
+git-tree-sha1 = "85f5947b53c8cfd53ccfa3f4abae31faa22c2181"
 uuid = "739be429-bea8-5141-9913-cc70e7f3736d"
-version = "1.0.2"
-
-[[MbedTLS_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "c83f5a1d038f034ad0549f9ee4d5fac3fb429e33"
-uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
-version = "2.16.0+2"
+version = "0.7.0"
 
 [[Measures]]
 git-tree-sha1 = "e498ddeee6f9fdb4551ce855a46f54dbd900245f"
@@ -346,144 +284,85 @@ version = "0.3.1"
 
 [[Missings]]
 deps = ["DataAPI"]
-git-tree-sha1 = "de0a5ce9e5289f27df672ffabef4d1e5861247d5"
+git-tree-sha1 = "f8c673ccc215eb50fcadb285f522420e29e69e1c"
 uuid = "e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28"
-version = "0.4.3"
+version = "0.4.5"
 
 [[Mmap]]
 uuid = "a63ad114-7e13-5084-954f-fe012c677804"
 
 [[MultivariateStats]]
 deps = ["Arpack", "LinearAlgebra", "SparseArrays", "Statistics", "StatsBase"]
-git-tree-sha1 = "352fae519b447bf52e6de627b89f448bcd469e4e"
+git-tree-sha1 = "8d958ff1854b166003238fe191ec34b9d592860a"
 uuid = "6f286f6a-111f-5878-ab1e-185364afe411"
-version = "0.7.0"
-
-[[NLSolversBase]]
-deps = ["DiffResults", "Distributed", "FiniteDiff", "ForwardDiff"]
-git-tree-sha1 = "7c4e66c47848562003250f28b579c584e55becc0"
-uuid = "d41bc354-129a-5804-8e4c-c37616107c6c"
-version = "7.6.1"
-
-[[NNPACK_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "c3d1a616362645754b18e12dbba96ec311b0867f"
-uuid = "a6bfbf70-4841-5cb9-aa18-3a8ad3c413ee"
-version = "2018.6.22+0"
+version = "0.8.0"
 
 [[NNlib]]
-deps = ["Libdl", "LinearAlgebra", "NNPACK_jll", "Pkg", "Requires", "Statistics"]
+deps = ["Adapt", "ChainRulesCore", "Compat", "LinearAlgebra", "Pkg", "Requires", "Statistics"]
 path = "../.."
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.6.7"
+version = "0.7.18"
 
 [[NaNMath]]
-git-tree-sha1 = "928b8ca9b2791081dc71a51c55347c27c618760f"
+git-tree-sha1 = "bfe47e760d60b82b66b61d2d44128b62e3a369fb"
 uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
-version = "0.3.3"
+version = "0.3.5"
 
 [[NearestNeighbors]]
 deps = ["Distances", "StaticArrays"]
-git-tree-sha1 = "8bc6180f328f3c0ea2663935db880d34c57d6eae"
+git-tree-sha1 = "9afd724797039125e8e2cc362098f01dab60bc3a"
 uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
-version = "0.4.4"
+version = "0.4.8"
 
 [[Observables]]
-git-tree-sha1 = "11832878355305984235a2e90d0e3737383c634c"
+git-tree-sha1 = "3469ef96607a6b9a1e89e54e6f23401073ed3126"
 uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
-version = "0.3.1"
+version = "0.3.3"
 
 [[OffsetArrays]]
-git-tree-sha1 = "930db8ef90483570107f2396b1ffc6680f08e8b7"
+deps = ["Adapt"]
+git-tree-sha1 = "b3dfef5f2be7d7eb0e782ba9146a5271ee426e90"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.0.4"
-
-[[Ogg_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "59cf7a95bf5ac39feac80b796e0f39f9d69dc887"
-uuid = "e7412a2a-1a6e-54c0-be00-318e2571c051"
-version = "1.3.4+0"
-
-[[OpenBLAS_jll]]
-deps = ["CompilerSupportLibraries_jll", "Libdl", "Pkg"]
-git-tree-sha1 = "1887096f6897306a4662f7c5af936da7d5d1a062"
-uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
-version = "0.3.9+4"
-
-[[OpenSSL_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "d2a6f25262d568b5a7e454cf7ff5066a79d16c7d"
-uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
-version = "1.1.1+2"
-
-[[OpenSpecFun_jll]]
-deps = ["CompilerSupportLibraries_jll", "Libdl", "Pkg"]
-git-tree-sha1 = "d51c416559217d974a1113522d5919235ae67a87"
-uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e"
-version = "0.5.3+3"
-
-[[Optim]]
-deps = ["Compat", "FillArrays", "LineSearches", "LinearAlgebra", "NLSolversBase", "NaNMath", "Parameters", "PositiveFactorizations", "Printf", "SparseArrays", "StatsBase"]
-git-tree-sha1 = "33af70b64e8ce2f2b857e3d5de7b71f67715c121"
-uuid = "429524aa-4258-5aef-a3af-852621145aeb"
-version = "0.21.0"
-
-[[Opus_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "002c18f222a542907e16c83c64a1338992da7e2c"
-uuid = "91d4177d-7536-5919-b921-800302f37372"
-version = "1.3.1+1"
+version = "1.6.2"
 
 [[OrderedCollections]]
-git-tree-sha1 = "12ce190210d278e12644bcadf5b21cbdcf225cd3"
+git-tree-sha1 = "4fa2ba51070ec13fcc7517db714445b4ab986bdf"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.2.0"
+version = "1.4.0"
 
 [[PDMats]]
-deps = ["Arpack", "LinearAlgebra", "SparseArrays", "SuiteSparse", "Test"]
-git-tree-sha1 = "2fc6f50ddd959e462f0a2dbc802ddf2a539c6e35"
+deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
+git-tree-sha1 = "f82a0e71f222199de8e9eb9a09977bd0767d52a0"
 uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
-version = "0.9.12"
-
-[[Parameters]]
-deps = ["OrderedCollections", "UnPack"]
-git-tree-sha1 = "38b2e970043613c187bd56a995fe2e551821eb4a"
-uuid = "d96e819e-fc66-5662-9728-84c9c7592b0a"
-version = "0.12.1"
+version = "0.11.0"
 
 [[Parsers]]
-deps = ["Dates", "Test"]
-git-tree-sha1 = "eb3e09940c0d7ae01b01d9291ebad7b081c844d3"
+deps = ["Dates"]
+git-tree-sha1 = "c8abc88faa3f7a3950832ac5d6e690881590d6dc"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "1.0.5"
+version = "1.1.0"
 
 [[Pkg]]
-deps = ["Dates", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "UUIDs"]
+deps = ["Dates", "LibGit2", "Markdown", "Printf", "REPL", "Random", "SHA", "UUIDs"]
 uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
 
 [[PlotThemes]]
 deps = ["PlotUtils", "Requires", "Statistics"]
-git-tree-sha1 = "c6f5ea535551b3b16835134697f0c65d06c94b91"
+git-tree-sha1 = "a3a964ce9dc7898193536002a6dd892b1b5a6f1d"
 uuid = "ccf2f8ad-2431-5c83-bf29-c5338b663b6a"
-version = "2.0.0"
+version = "2.0.1"
 
 [[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", "GeometryTypes", "JSON", "LinearAlgebra", "Measures", "NaNMath", "PlotThemes", "PlotUtils", "Printf", "REPL", "Random", "RecipesBase", "RecipesPipeline", "Reexport", "Requires", "Showoff", "SparseArrays", "Statistics", "StatsBase", "UUIDs"]
-git-tree-sha1 = "e61dab1d6e9c9888f39d7e8ad8e84b301d13518d"
+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 = "943b56316b010e37c6872de9f8c6f9ff748b482d"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
-version = "1.4.0"
-
-[[PositiveFactorizations]]
-deps = ["LinearAlgebra", "Test"]
-git-tree-sha1 = "127c47b91990c101ee3752291c4f45640eeb03d1"
-uuid = "85a6dd25-e78a-55b7-8502-1745935b8125"
-version = "0.2.3"
+version = "1.4.4"
 
 [[Printf]]
 deps = ["Unicode"]
@@ -491,9 +370,9 @@ uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
 
 [[QuadGK]]
 deps = ["DataStructures", "LinearAlgebra"]
-git-tree-sha1 = "dc84e810393cfc6294248c9032a9cdacc14a3db4"
+git-tree-sha1 = "12fbe86da16df6679be7521dfb39fbc861e1dc7b"
 uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
-version = "2.3.1"
+version = "2.4.1"
 
 [[REPL]]
 deps = ["InteractiveUtils", "Markdown", "Sockets"]
@@ -509,15 +388,15 @@ uuid = "c84ed2f1-dad5-54f0-aa8e-dbefe2724439"
 version = "0.4.0"
 
 [[RecipesBase]]
-git-tree-sha1 = "54f8ceb165a0f6d083f0d12cb4996f5367c6edbc"
+git-tree-sha1 = "b3fb709f3c97bfc6e948be68beeecb55a0b340ae"
 uuid = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
-version = "1.0.1"
+version = "1.1.1"
 
 [[RecipesPipeline]]
-deps = ["Dates", "PlotUtils", "RecipesBase"]
-git-tree-sha1 = "9477d23b9ded11153622d8619d0c20c4626a4ac8"
+deps = ["Dates", "NaNMath", "PlotUtils", "RecipesBase"]
+git-tree-sha1 = "4a325c9bcc2d8e62a8f975b9666d0251d53b63b9"
 uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
-version = "0.1.10"
+version = "0.1.13"
 
 [[Reexport]]
 deps = ["Pkg"]
@@ -527,25 +406,25 @@ version = "0.2.0"
 
 [[Requires]]
 deps = ["UUIDs"]
-git-tree-sha1 = "d37400976e98018ee840e0ca4f9d20baa231dc6b"
+git-tree-sha1 = "4036a3bd08ac7e968e27c203d45f5fff15020621"
 uuid = "ae029012-a4dd-5104-9daa-d747884805df"
-version = "1.0.1"
+version = "1.1.3"
 
 [[Rmath]]
-deps = ["Random", "Rmath_jll"]
-git-tree-sha1 = "86c5647b565873641538d8f812c04e4c9dbeb370"
+deps = ["BinaryProvider", "Libdl", "Random", "Statistics"]
+git-tree-sha1 = "2bbddcb984a1d08612d0c4abb5b4774883f6fa98"
 uuid = "79098fc4-a85e-5d69-aa6a-4863f24498fa"
-version = "0.6.1"
-
-[[Rmath_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "d76185aa1f421306dec73c057aa384bad74188f0"
-uuid = "f50d1b31-88e8-58de-be2c-1cc44531875f"
-version = "0.2.2+1"
+version = "0.6.0"
 
 [[SHA]]
 uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 
+[[SentinelArrays]]
+deps = ["Dates", "Random"]
+git-tree-sha1 = "6ccde405cf0759eba835eb613130723cb8f10ff9"
+uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
+version = "1.2.16"
+
 [[Serialization]]
 uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
 
@@ -554,10 +433,10 @@ deps = ["Distributed", "Mmap", "Random", "Serialization"]
 uuid = "1a1011a3-84de-559e-8e89-a11a2f7dc383"
 
 [[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"
 
 [[Sockets]]
 uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
@@ -573,16 +452,16 @@ deps = ["LinearAlgebra", "Random"]
 uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[SpecialFunctions]]
-deps = ["OpenSpecFun_jll"]
-git-tree-sha1 = "d8d8b8a9f4119829410ecd706da4cc8594a1e020"
+deps = ["BinDeps", "BinaryProvider", "Libdl"]
+git-tree-sha1 = "3bdd374b6fd78faf0119b8c5d538788dbf910c6e"
 uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
-version = "0.10.3"
+version = "0.8.0"
 
 [[StaticArrays]]
 deps = ["LinearAlgebra", "Random", "Statistics"]
-git-tree-sha1 = "5c06c0aeb81bef54aed4b3f446847905eb6cbda0"
+git-tree-sha1 = "da4cf579416c81994afd6322365d00916c79b8ae"
 uuid = "90137ffa-7385-5640-81b9-e52037218182"
-version = "0.12.3"
+version = "0.12.5"
 
 [[Statistics]]
 deps = ["LinearAlgebra", "SparseArrays"]
@@ -590,31 +469,37 @@ uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
 
 [[StatsBase]]
 deps = ["DataAPI", "DataStructures", "LinearAlgebra", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics"]
-git-tree-sha1 = "a6102b1f364befdb05746f386b67c6b7e3262c45"
+git-tree-sha1 = "a83fa3021ac4c5a918582ec4721bc0cf70b495a9"
 uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
-version = "0.33.0"
+version = "0.33.4"
 
 [[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"
 
 [[StatsPlots]]
-deps = ["Clustering", "DataStructures", "DataValues", "Distributions", "Interpolations", "KernelDensity", "MultivariateStats", "Observables", "Plots", "RecipesBase", "RecipesPipeline", "Reexport", "StatsBase", "TableOperations", "Tables", "Widgets"]
-git-tree-sha1 = "b9b7fff81f573465fcac4685df1497d968537a9e"
+deps = ["Clustering", "DataStructures", "DataValues", "Distributions", "Interpolations", "KernelDensity", "LinearAlgebra", "MultivariateStats", "Observables", "Plots", "RecipesBase", "RecipesPipeline", "Reexport", "StatsBase", "TableOperations", "Tables", "Widgets"]
+git-tree-sha1 = "7c88f73b759ae16a4a1af8bda7a9563471a7baf5"
 uuid = "f3b207a7-027a-5e70-b257-86293d7955fd"
-version = "0.14.6"
+version = "0.14.19"
+
+[[StructArrays]]
+deps = ["DataAPI", "Tables"]
+git-tree-sha1 = "ad1f5fd155426dcc879ec6ede9f74eb3a2d582df"
+uuid = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
+version = "0.4.2"
 
 [[SuiteSparse]]
 deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
 uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"
 
 [[TableOperations]]
-deps = ["Tables", "Test"]
-git-tree-sha1 = "208630a14884abd110a8f8008b0882f0d0f5632c"
+deps = ["SentinelArrays", "Tables", "Test"]
+git-tree-sha1 = "a7cf690d0ac3f5b53dd09b5d613540b230233647"
 uuid = "ab02a1b2-a7df-11e8-156e-fb1833f50b87"
-version = "0.2.1"
+version = "1.0.0"
 
 [[TableTraits]]
 deps = ["IteratorInterfaceExtensions"]
@@ -624,9 +509,9 @@ version = "1.0.0"
 
 [[Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "TableTraits", "Test"]
-git-tree-sha1 = "c45dcc27331febabc20d86cb3974ef095257dcf3"
+git-tree-sha1 = "a9ff3dfec713c6677af435d6a6d65f9744feef67"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.0.4"
+version = "1.4.1"
 
 [[Test]]
 deps = ["Distributed", "InteractiveUtils", "Logging", "Random"]
@@ -634,9 +519,9 @@ uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [[TimerOutputs]]
 deps = ["Printf"]
-git-tree-sha1 = "f458ca23ff80e46a630922c555d838303e4b9603"
+git-tree-sha1 = "32cdbe6cd2d214c25a0b88f985c9e0092877c236"
 uuid = "a759f4b9-e2f1-59dc-863e-4aeb61b1ea8f"
-version = "0.5.6"
+version = "0.5.8"
 
 [[TranscodingStreams]]
 deps = ["Random", "Test"]
@@ -644,18 +529,24 @@ git-tree-sha1 = "7c53c35547de1c5b9d46a4797cf6d8253807108c"
 uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
 version = "0.9.5"
 
+[[URIParser]]
+deps = ["Unicode"]
+git-tree-sha1 = "53a9f49546b8d2dd2e688d216421d050c9a31d0d"
+uuid = "30578b45-9adc-5946-b283-645ec420af67"
+version = "0.4.1"
+
 [[UUIDs]]
 deps = ["Random", "SHA"]
 uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
 
-[[UnPack]]
-git-tree-sha1 = "d4bfa022cd30df012700cf380af2141961bb3bfb"
-uuid = "3a884ed6-31ef-47d7-9d2a-63182c4928ed"
-version = "1.0.1"
-
 [[Unicode]]
 uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
 
+[[VersionParsing]]
+git-tree-sha1 = "80229be1f670524750d905f8fc8148e5a8c4537f"
+uuid = "81def892-9a0e-5fdd-b105-ffc91e053289"
+version = "1.2.0"
+
 [[Widgets]]
 deps = ["Colors", "Dates", "Observables", "OrderedCollections"]
 git-tree-sha1 = "fc0feda91b3fef7fe6948ee09bb628f882b49ca4"
@@ -664,42 +555,6 @@ version = "0.6.2"
 
 [[WoodburyMatrices]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "28ffe06d28b1ba8fdb2f36ec7bb079fac81bac0d"
+git-tree-sha1 = "59e2ad8fd1591ea019a5259bd012d7aee15f995c"
 uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
-version = "0.5.2"
-
-[[Zlib_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "a2e0d558f6031002e380a90613b199e37a8565bf"
-uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
-version = "1.2.11+10"
-
-[[libass_jll]]
-deps = ["Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "027a304b2a90de84f690949a21f94e5ae0f92c73"
-uuid = "0ac62f75-1d6f-5e53-bd7c-93b484bb37c0"
-version = "0.14.0+2"
-
-[[libfdk_aac_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "480c7ed04f68ea3edd4c757f5db5b6a0a4e0bd99"
-uuid = "f638f0a6-7fb0-5443-88ba-1cc74229b280"
-version = "0.1.6+2"
-
-[[libvorbis_jll]]
-deps = ["Libdl", "Ogg_jll", "Pkg"]
-git-tree-sha1 = "6a66f65b5275dfa799036c8a3a26616a0a271c4a"
-uuid = "f27f6e37-5d2b-51aa-960f-b287f2bc3b7a"
-version = "1.3.6+4"
-
-[[x264_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "d89346fe63a6465a9f44e958ac0e3d366af90b74"
-uuid = "1270edf5-f2f9-52d2-97e9-ab00b5d0237a"
-version = "2019.5.25+2"
-
-[[x265_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "61324ad346b00a6e541896b94201c9426591e43a"
-uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76"
-version = "3.0.0+1"
+version = "0.5.3"