diff --git a/Manifest.toml b/Manifest.toml
index 8cbce9ad..a6cf1ca0 100644
--- a/Manifest.toml
+++ b/Manifest.toml
@@ -14,15 +14,14 @@ version = "2.34.1+5"
 
 [[AbstractFFTs]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "8ed9de2f1b1a9b1dee48582ad477c6e67b83eb2c"
+git-tree-sha1 = "485ee0867925449198280d4af84bdb46a2a404d0"
 uuid = "621f4979-c628-5d54-868e-fcf4e3e8185c"
-version = "1.0.0"
+version = "1.0.1"
 
 [[AbstractTrees]]
-deps = ["Markdown"]
-git-tree-sha1 = "33e450545eaf7699da1a6e755f9ea65f14077a45"
+git-tree-sha1 = "03e0550477d86222521d254b741d470ba17ea0b5"
 uuid = "1520ce14-60c1-5f80-bbc7-55ef81b5835c"
-version = "0.3.3"
+version = "0.3.4"
 
 [[Adapt]]
 deps = ["LinearAlgebra"]
@@ -55,10 +54,10 @@ uuid = "68821587-b530-5797-8361-c406ea357684"
 version = "3.5.0+3"
 
 [[ArrayInterface]]
-deps = ["IfElse", "LinearAlgebra", "Requires", "SparseArrays"]
-git-tree-sha1 = "ee07ae00e3cc277dcfa5507ce25be522313ecc3e"
+deps = ["LinearAlgebra", "Requires", "SparseArrays"]
+git-tree-sha1 = "a2a1884863704e0414f6f164a1f6f4a2a62faf4e"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "3.1.1"
+version = "2.14.17"
 
 [[Artifacts]]
 deps = ["Pkg"]
@@ -89,9 +88,9 @@ uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
 
 [[BenchmarkTools]]
 deps = ["JSON", "Logging", "Printf", "Statistics", "UUIDs"]
-git-tree-sha1 = "9e62e66db34540a0c919d72172cc2f642ac71260"
+git-tree-sha1 = "068fda9b756e41e6c75da7b771e6f89fa8a43d15"
 uuid = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
-version = "0.5.0"
+version = "0.7.0"
 
 [[BinDeps]]
 deps = ["Libdl", "Pkg", "SHA", "URIParser", "Unicode"]
@@ -107,9 +106,9 @@ version = "0.5.10"
 
 [[Blink]]
 deps = ["Base64", "BinDeps", "Distributed", "JSExpr", "JSON", "Lazy", "Logging", "MacroTools", "Mustache", "Mux", "Reexport", "Sockets", "WebIO", "WebSockets"]
-git-tree-sha1 = "8cc2a5f880e832ef5b0d222673a7fdd082f9c2fc"
+git-tree-sha1 = "08d0b679fd7caa49e2bca9214b131289e19808c0"
 uuid = "ad839575-38b3-5650-b840-f874b8c74a25"
-version = "0.12.4"
+version = "0.12.5"
 
 [[Blosc]]
 deps = ["Blosc_jll"]
@@ -154,9 +153,9 @@ version = "1.16.0+6"
 
 [[ChainRulesCore]]
 deps = ["Compat", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "de4f08843c332d355852721adb1592bce7924da3"
+git-tree-sha1 = "644c24cd6344348f1c645efab24b707088be526a"
 uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
-version = "0.9.29"
+version = "0.9.34"
 
 [[Clustering]]
 deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "SparseArrays", "Statistics", "StatsBase"]
@@ -172,15 +171,15 @@ version = "1.0.5"
 
 [[ColorSchemes]]
 deps = ["ColorTypes", "Colors", "FixedPointNumbers", "Random", "StaticArrays"]
-git-tree-sha1 = "3141757b5832ee7a0386db87997ee5a23ff20f4d"
+git-tree-sha1 = "d3cf83862f70d430d4b34e43ed65e74bd50ae0e0"
 uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4"
-version = "3.10.2"
+version = "3.11.0"
 
 [[ColorTypes]]
 deps = ["FixedPointNumbers", "Random"]
-git-tree-sha1 = "4bffea7ed1a9f0f3d1a131bbcd4b925548d75288"
+git-tree-sha1 = "32a2b8af383f11cbb65803883837a149d10dfe8a"
 uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
-version = "0.10.9"
+version = "0.10.12"
 
 [[Colors]]
 deps = ["ColorTypes", "FixedPointNumbers", "InteractiveUtils", "Reexport"]
@@ -207,9 +206,9 @@ version = "3.25.0"
 
 [[CompatHelper]]
 deps = ["Base64", "Dates", "GitHub", "HTTP", "JSON", "Pkg", "Printf", "TimeZones", "UUIDs"]
-git-tree-sha1 = "7c7d688db7af70a34e089779506a5c071662a2df"
+git-tree-sha1 = "5371889e67e6b00d6086e284ca7396975a2f035f"
 uuid = "aa819f21-2bde-4658-8897-bab36330d9b7"
-version = "1.16.3"
+version = "1.16.4"
 
 [[CompilerSupportLibraries_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -219,9 +218,9 @@ version = "0.3.4+0"
 
 [[Conda]]
 deps = ["JSON", "VersionParsing"]
-git-tree-sha1 = "c0647249d785f1d5139c0cc96db8f6b32f7ec416"
+git-tree-sha1 = "6231e40619c15148bcb80aa19d731e629877d762"
 uuid = "8f4d0f93-b110-5947-807f-2305c1781a2d"
-version = "1.5.0"
+version = "1.5.1"
 
 [[Contour]]
 deps = ["StaticArrays"]
@@ -266,9 +265,9 @@ uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab"
 
 [[Dictionaries]]
 deps = ["Indexing", "Random"]
-git-tree-sha1 = "2a08bdd177e0f7653661a4c0a1b0cf37b2690dfd"
+git-tree-sha1 = "12e8b690de74848e9f41853817a94900a9e13bff"
 uuid = "85a47980-9c8c-11e8-2b9f-f7ca1fa99fb4"
-version = "0.3.7"
+version = "0.3.8"
 
 [[DiffResults]]
 deps = ["StaticArrays"]
@@ -294,15 +293,15 @@ uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[DocStringExtensions]]
 deps = ["LibGit2", "Markdown", "Pkg", "Test"]
-git-tree-sha1 = "50ddf44c53698f5e784bbebb3f4b21c5807401b1"
+git-tree-sha1 = "9d4f64f79012636741cf01133158a54b24924c32"
 uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
-version = "0.8.3"
+version = "0.8.4"
 
 [[Documenter]]
 deps = ["Base64", "Dates", "DocStringExtensions", "IOCapture", "InteractiveUtils", "JSON", "LibGit2", "Logging", "Markdown", "REPL", "Test", "Unicode"]
-git-tree-sha1 = "21fb992ef1b28ff8f315354d3808ebf4a8fa6e45"
+git-tree-sha1 = "3ebb967819b284dc1e3c0422229b58a40a255649"
 uuid = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
-version = "0.26.2"
+version = "0.26.3"
 
 [[DocumenterTools]]
 deps = ["Base64", "DocStringExtensions", "Documenter", "FileWatching", "LibGit2", "Sass"]
@@ -317,10 +316,9 @@ uuid = "5ae413db-bbd1-5e63-b57d-d24a61df00f5"
 version = "2.1.5+1"
 
 [[EllipsisNotation]]
-deps = ["ArrayInterface"]
-git-tree-sha1 = "8041575f021cba5a099a456b4163c9a08b566a02"
+git-tree-sha1 = "18ee049accec8763be17a933737c1dd0fdf8673a"
 uuid = "da5c29d0-fa7d-589e-88eb-ea29b0a81949"
-version = "1.1.0"
+version = "1.0.0"
 
 [[Expat_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -352,19 +350,19 @@ uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
 version = "4.3.1+4"
 
 [[FileIO]]
-deps = ["Pkg"]
-git-tree-sha1 = "fee8955b9dfa7bec67117ef48085fb2b559b9c22"
+deps = ["Pkg", "Requires", "UUIDs"]
+git-tree-sha1 = "b4fdad5fe06e0226348301b5163925ac1ae8b64b"
 uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
-version = "1.4.5"
+version = "1.6.5"
 
 [[FileWatching]]
 uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[FillArrays]]
 deps = ["LinearAlgebra", "Random", "SparseArrays"]
-git-tree-sha1 = "4705cc4e212c3c978c60b1b18118ec49b4d731fd"
+git-tree-sha1 = "31939159aeb8ffad1d4d8ee44d07f8558273120a"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "0.11.5"
+version = "0.11.7"
 
 [[FiniteDiff]]
 deps = ["ArrayInterface", "LinearAlgebra", "Requires", "SparseArrays", "StaticArrays"]
@@ -398,9 +396,9 @@ version = "0.4.2"
 
 [[ForwardDiff]]
 deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "NaNMath", "Random", "SpecialFunctions", "StaticArrays"]
-git-tree-sha1 = "d48a40c0f54f29a5c8748cfb3225719accc72b77"
+git-tree-sha1 = "c68fb7481b71519d313114dca639b35262ff105f"
 uuid = "f6369f11-7733-5829-9624-2563aa707210"
-version = "0.10.16"
+version = "0.10.17"
 
 [[FreeType2_jll]]
 deps = ["Artifacts", "Bzip2_jll", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
@@ -422,9 +420,9 @@ version = "0.5.0"
 
 [[GLFW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "a1bbf700b5388bffc3d882f4f4d625cf1c714fd7"
+git-tree-sha1 = "bd1dbf065d7a4a0bdf7e74dd26cf932dda22b929"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.2+1"
+version = "3.3.3+0"
 
 [[GPUArrays]]
 deps = ["AbstractFFTs", "Adapt", "LinearAlgebra", "Printf", "Random", "Serialization"]
@@ -440,15 +438,15 @@ version = "0.8.3"
 
 [[GR]]
 deps = ["Base64", "DelimitedFiles", "GR_jll", "HTTP", "JSON", "LinearAlgebra", "Pkg", "Printf", "Random", "Serialization", "Sockets", "Test", "UUIDs"]
-git-tree-sha1 = "aaebdf5588281c2902f499b49e67953f2b409c9c"
+git-tree-sha1 = "31746d748c4ac35480d6f76517854e4066f4a8be"
 uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
-version = "0.54.0"
+version = "0.57.0"
 
 [[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"
+deps = ["Artifacts", "Bzip2_jll", "Cairo_jll", "FFMPEG_jll", "Fontconfig_jll", "GLFW_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pixman_jll", "Pkg", "Qt5Base_jll", "Zlib_jll", "libpng_jll"]
+git-tree-sha1 = "d709b116ab166ec432015764820bc4cc3d05c954"
 uuid = "d2c73de3-f751-5644-a686-071e5b155ba9"
-version = "0.53.0+0"
+version = "0.57.0+0"
 
 [[GTK3_jll]]
 deps = ["ATK_jll", "Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "FriBidi_jll", "Glib_jll", "Graphene_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Libepoxy_jll", "Pango_jll", "Pkg", "Wayland_jll", "Xorg_libX11_jll", "Xorg_libXcomposite_jll", "Xorg_libXcursor_jll", "Xorg_libXdamage_jll", "Xorg_libXext_jll", "Xorg_libXfixes_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll", "Xorg_libXrender_jll", "adwaita_icon_theme_jll", "at_spi2_atk_jll", "gdk_pixbuf_jll", "iso_codes_jll", "xkbcommon_jll"]
@@ -458,9 +456,9 @@ version = "3.24.11+5"
 
 [[GeometryBasics]]
 deps = ["EarCut_jll", "IterTools", "LinearAlgebra", "StaticArrays", "StructArrays", "Tables"]
-git-tree-sha1 = "4d4f72691933d5b6ee1ff20e27a102c3ae99d123"
+git-tree-sha1 = "4136b8a5668341e58398bb472754bff4ba0456ff"
 uuid = "5c1252a2-5f33-56bf-86c9-59e7332b4326"
-version = "0.3.9"
+version = "0.3.12"
 
 [[GeometryTypes]]
 deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "StaticArrays"]
@@ -488,9 +486,9 @@ version = "2.59.0+4"
 
 [[GraphRecipes]]
 deps = ["AbstractTrees", "GeometryTypes", "InteractiveUtils", "Interpolations", "LightGraphs", "LinearAlgebra", "NaNMath", "NetworkLayout", "PlotUtils", "RecipesBase", "SparseArrays", "Statistics"]
-git-tree-sha1 = "a8619f8715d92cfc9d56a549a0d459bb655ae113"
+git-tree-sha1 = "82a923cd1497adc7dfd07c1dad5e8eb79e5c4499"
 uuid = "bd48cda9-67a9-57be-86fa-5b3c104eda73"
-version = "0.5.4"
+version = "0.5.5"
 
 [[Graphene_jll]]
 deps = ["Glib_jll", "Libdl", "Pkg"]
@@ -517,9 +515,9 @@ version = "1.0.0"
 
 [[Gtk]]
 deps = ["Cairo", "Cairo_jll", "Dates", "GTK3_jll", "Glib_jll", "Graphics", "Libdl", "Pkg", "Reexport", "Serialization", "Test", "Xorg_xkeyboard_config_jll", "adwaita_icon_theme_jll", "gdk_pixbuf_jll", "hicolor_icon_theme_jll"]
-git-tree-sha1 = "c03f60f658fa684a8069f0e809f4a8a04d3a55db"
+git-tree-sha1 = "f4ca0d233f89fb011d7cd9b26771f46ddc5bce67"
 uuid = "4c0ca9eb-093a-5379-98c5-f87ac0bbbf44"
-version = "1.1.6"
+version = "1.1.7"
 
 [[GtkReactive]]
 deps = ["Cairo", "Colors", "Dates", "FixedPointNumbers", "Graphics", "Gtk", "IntervalSets", "Reactive", "Reexport", "RoundingIntegers"]
@@ -570,10 +568,10 @@ uuid = "a51ab1cf-af8e-5615-a023-bc2c838bba6b"
 version = "67.1.0+3"
 
 [[IJulia]]
-deps = ["Base64", "Conda", "Dates", "InteractiveUtils", "JSON", "Markdown", "MbedTLS", "Pkg", "Printf", "REPL", "Random", "SoftGlobalScope", "Test", "UUIDs", "ZMQ"]
-git-tree-sha1 = "0862f73c51b49d80168e75b141a26d1cbb9a7295"
+deps = ["Base64", "Conda", "Dates", "InteractiveUtils", "JSON", "Libdl", "Markdown", "MbedTLS", "Pkg", "Printf", "REPL", "Random", "SoftGlobalScope", "Test", "UUIDs", "ZMQ"]
+git-tree-sha1 = "d8b9c31196e1dd92181cd0f5760ca2d2ffb4ac0f"
 uuid = "7073ff75-c697-5162-941a-fcdaad2a7d2a"
-version = "1.23.1"
+version = "1.23.2"
 
 [[IOCapture]]
 deps = ["Logging"]
@@ -581,16 +579,10 @@ git-tree-sha1 = "377252859f740c217b936cebcd918a44f9b53b59"
 uuid = "b5f81e59-6552-4d32-b1f0-c071b021bf89"
 version = "0.1.1"
 
-[[IfElse]]
-git-tree-sha1 = "28e837ff3e7a6c3cdb252ce49fb412c8eb3caeef"
-uuid = "615f187c-cbe4-4ef1-ba3b-2fcf58d6d173"
-version = "0.1.0"
-
 [[Indexing]]
-deps = ["Test"]
-git-tree-sha1 = "0cf3ac621cd74b1d03af0cc4275f680b2070a5cc"
+git-tree-sha1 = "ce1566720fd6b19ff3411404d4b977acd4814f9f"
 uuid = "313cdc1a-70c2-5d6a-ae34-0150d3930a38"
-version = "1.1.0"
+version = "1.1.1"
 
 [[IndirectArrays]]
 git-tree-sha1 = "c2a145a145dc03a7620af1444e0264ef907bd44f"
@@ -626,9 +618,9 @@ version = "0.12.10"
 
 [[IntervalSets]]
 deps = ["Dates", "EllipsisNotation", "Statistics"]
-git-tree-sha1 = "93a6d78525feb0d3ee2a2ae83a7d04db1db5663f"
+git-tree-sha1 = "3cc368af3f110a767ac786560045dceddfc16758"
 uuid = "8197267c-284f-5f27-9208-e0e47529a953"
-version = "0.5.2"
+version = "0.5.3"
 
 [[IterTools]]
 git-tree-sha1 = "05110a2ab1fc5f932622ffea2a003221f4782c18"
@@ -671,9 +663,15 @@ version = "2.0.1+3"
 
 [[JuliaInterpreter]]
 deps = ["CodeTracking", "InteractiveUtils", "Random", "UUIDs"]
-git-tree-sha1 = "86439cef50a24fa981583476f48b197b7dea691e"
+git-tree-sha1 = "ccc489088d6bc4b5265e043e3fbb1baad5025cf7"
 uuid = "aa1ae85d-cabe-5617-a682-6adf51b2e16a"
-version = "0.8.9"
+version = "0.8.11"
+
+[[Kaleido_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "2ef87eeaa28713cb010f9fb0be288b6c1a4ecd53"
+uuid = "f7e6163d-2fa5-5f23-b69c-1db539e41963"
+version = "0.1.0+0"
 
 [[KrylovKit]]
 deps = ["LinearAlgebra", "Printf"]
@@ -705,15 +703,15 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.0+3"
 
 [[LaTeXStrings]]
-git-tree-sha1 = "c7aebfecb1a60d59c0fe023a68ec947a208b1e6b"
+git-tree-sha1 = "c7f1c695e06c01b95a67f0cd1d34994f3e7db104"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.2.0"
+version = "1.2.1"
 
 [[Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "Printf", "Requires"]
-git-tree-sha1 = "3a0084cec7bf157edcb45a67fac0647f88fe5eaf"
+git-tree-sha1 = "7c72983c6daf61393ee8a0b29a419c709a06cede"
 uuid = "23fbe1c1-3f47-55db-b15f-69d7ec21a316"
-version = "0.14.7"
+version = "0.14.12"
 
 [[Lazy]]
 deps = ["MacroTools"]
@@ -820,9 +818,9 @@ version = "1.3.5"
 
 [[LimitedLDLFactorizations]]
 deps = ["AMD", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "09019ebe6a52d4dc3dc014e0b29f590eeb7f3cce"
+git-tree-sha1 = "7dd526ab7adea945834749866b6d9c0cbb4b4990"
 uuid = "f5a24dde-3ab7-510b-b81b-6a72c6098d3b"
-version = "0.3.0"
+version = "0.3.2"
 
 [[LineSearches]]
 deps = ["LinearAlgebra", "NLSolversBase", "NaNMath", "Parameters", "Printf"]
@@ -836,18 +834,18 @@ uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 
 [[LinearMaps]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "81fe47fe6e8499463d3afcc90a42a8349caefe72"
+git-tree-sha1 = "ebec45cc8cfe3c947b01c2c491e7e1eefba73c4f"
 uuid = "7a12625a-238d-50fd-b39a-03d52299707e"
-version = "3.2.0"
+version = "3.3.0"
 
 [[Logging]]
 uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"
 
 [[LoweredCodeUtils]]
 deps = ["JuliaInterpreter"]
-git-tree-sha1 = "f008f15264cc11de6de8cbdda3d4712dd152f0c3"
+git-tree-sha1 = "8c96709706ce27471655247ad9a931447d16dd62"
 uuid = "6f1432cf-f94c-5a45-995e-cdbf5db27b0b"
-version = "1.2.7"
+version = "1.2.9"
 
 [[Lz4_jll]]
 deps = ["Libdl", "Pkg"]
@@ -856,10 +854,10 @@ uuid = "5ced341a-0733-55b8-9ab6-a4889d929147"
 version = "1.9.2+2"
 
 [[MKL]]
-deps = ["Libdl", "MKL_jll", "PackageCompiler"]
-git-tree-sha1 = "e01175ff53c062c52b6cbe441a4382e132f7c82e"
+deps = ["Libdl", "LinearAlgebra", "MKL_jll", "PackageCompiler"]
+git-tree-sha1 = "52c39a2b156743873c3919cd8ce83ac6075cc45f"
 uuid = "33e6dc65-8f57-5167-99aa-e5a354878fb2"
-version = "0.3.0"
+version = "0.4.0"
 
 [[MKL_jll]]
 deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
@@ -923,21 +921,21 @@ version = "0.7.5"
 
 [[NDTensors]]
 deps = ["Compat", "Dictionaries", "HDF5", "LinearAlgebra", "Random", "Requires", "StaticArrays", "Strided", "TimerOutputs", "TupleTools"]
-git-tree-sha1 = "afa415b820b60f17f88d54df017903c31a3519ae"
+git-tree-sha1 = "e7892580c1d2e4cdc3751f40124076f74b2c5775"
 uuid = "23ae76d9-e61a-49c4-8f12-3f1a16adf9cf"
-version = "0.1.26"
+version = "0.1.28"
 
 [[NLSolversBase]]
 deps = ["DiffResults", "Distributed", "FiniteDiff", "ForwardDiff"]
-git-tree-sha1 = "39d6bc45e99c96e6995cbddac02877f9b61a1dd1"
+git-tree-sha1 = "50608f411a1e178e0129eab4110bd56efd08816f"
 uuid = "d41bc354-129a-5804-8e4c-c37616107c6c"
-version = "7.7.1"
+version = "7.8.0"
 
 [[NNlib]]
 deps = ["ChainRulesCore", "Compat", "LinearAlgebra", "Pkg", "Requires", "Statistics"]
-git-tree-sha1 = "df42d0816edfc24f5b82a728f46381613c4dff79"
+git-tree-sha1 = "ab1d43fead2ecb9aa5ae460d3d547c2cf8d89461"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.7.14"
+version = "0.7.17"
 
 [[NPZ]]
 deps = ["Compat", "ZipFile"]
@@ -969,9 +967,9 @@ version = "0.3.3"
 
 [[OffsetArrays]]
 deps = ["Adapt"]
-git-tree-sha1 = "986e7c0a0ef1863be969d191957ac32cb17d0d79"
+git-tree-sha1 = "b3dfef5f2be7d7eb0e782ba9146a5271ee426e90"
 uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
-version = "1.6.0"
+version = "1.6.2"
 
 [[Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -999,9 +997,9 @@ version = "0.5.3+4"
 
 [[Optim]]
 deps = ["Compat", "FillArrays", "LineSearches", "LinearAlgebra", "NLSolversBase", "NaNMath", "Parameters", "PositiveFactorizations", "Printf", "SparseArrays", "StatsBase"]
-git-tree-sha1 = "3286df38aba45acf7445f3acd87b7b57b7c7feb7"
+git-tree-sha1 = "d34366a3abc25c41f88820762ef7dfdfe9306711"
 uuid = "429524aa-4258-5aef-a3af-852621145aeb"
-version = "1.2.4"
+version = "1.3.0"
 
 [[Opus_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -1046,9 +1044,9 @@ version = "0.12.2"
 
 [[Parsers]]
 deps = ["Dates"]
-git-tree-sha1 = "50c9a9ed8c714945e01cd53a21007ed3865ed714"
+git-tree-sha1 = "c8abc88faa3f7a3950832ac5d6e690881590d6dc"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "1.0.15"
+version = "1.1.0"
 
 [[Pidfile]]
 deps = ["FileWatching", "Test"]
@@ -1085,22 +1083,22 @@ uuid = "58dd65bb-95f3-509e-9936-c39a10fdeae7"
 version = "0.3.0"
 
 [[PlotlyBase]]
-deps = ["Base64", "Dates", "DelimitedFiles", "DocStringExtensions", "JSON", "LaTeXStrings", "Logging", "Pkg", "Requires", "Statistics", "UUIDs"]
-git-tree-sha1 = "5eb8913f14a48db2f62ffad7a2e7f30bfd5e9396"
+deps = ["Base64", "Dates", "DelimitedFiles", "DocStringExtensions", "JSON", "Kaleido_jll", "LaTeXStrings", "Logging", "Pkg", "Requires", "Statistics", "UUIDs"]
+git-tree-sha1 = "74a507dccef08c08d07f244a6e58ea3a3852d146"
 uuid = "a03496cd-edff-5a9b-9e67-9cda94a718b5"
-version = "0.4.3"
+version = "0.5.1"
 
 [[PlotlyJS]]
 deps = ["Blink", "DelimitedFiles", "JSExpr", "JSON", "Markdown", "Pkg", "PlotlyBase", "REPL", "Reexport", "Requires", "WebIO"]
-git-tree-sha1 = "d55517585b572623b61857dadf74e6f53812c2fb"
+git-tree-sha1 = "b859551864853bb2c317d0937e94bd19d749396b"
 uuid = "f0f68f2c-4968-5e81-91da-67840de0976a"
-version = "0.14.0"
+version = "0.14.1"
 
 [[Plots]]
 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 = "7ecf7d0207e7208a5cad9fd3bd357f5d5eb16044"
+git-tree-sha1 = "cc4eb1be2576984d7a0f7f51478827dee816138b"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
-version = "1.10.5"
+version = "1.11.2"
 
 [[PositiveFactorizations]]
 deps = ["LinearAlgebra"]
@@ -1151,11 +1149,11 @@ git-tree-sha1 = "67dde2482fe1a72ef62ed93f8c239f947638e5a2"
 uuid = "d330b81b-6aea-500a-939a-2ce795aea3ee"
 version = "2.9.0"
 
-[[Qt_jll]]
+[[Qt5Base_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 = "588b799506f0b956a7e6e18f767dfa03cf333f26"
-uuid = "ede63266-ebff-546c-83e0-1c6fb6d0efc8"
-version = "5.15.2+2"
+git-tree-sha1 = "16626cfabbf7206d60d84f2bf4725af7b37d4a77"
+uuid = "ea2cea3b-5b76-57ae-a6ef-0a8af62496e1"
+version = "5.15.2+0"
 
 [[REPL]]
 deps = ["InteractiveUtils", "Markdown", "Sockets"]
@@ -1195,15 +1193,15 @@ version = "0.2.0"
 
 [[Requires]]
 deps = ["UUIDs"]
-git-tree-sha1 = "cfbac6c1ed70c002ec6361e7fd334f02820d6419"
+git-tree-sha1 = "4036a3bd08ac7e968e27c203d45f5fff15020621"
 uuid = "ae029012-a4dd-5104-9daa-d747884805df"
-version = "1.1.2"
+version = "1.1.3"
 
 [[Revise]]
 deps = ["CodeTracking", "Distributed", "FileWatching", "JuliaInterpreter", "LibGit2", "LoweredCodeUtils", "OrderedCollections", "Pkg", "REPL", "Requires", "UUIDs", "Unicode"]
-git-tree-sha1 = "4697c220e6448fb5e9c55404ae1a13271d533b52"
+git-tree-sha1 = "b72fa706920b1421d581525de9f4e442b95ba254"
 uuid = "295af30f-e4ad-537b-8983-00126c2a3abe"
-version = "3.1.12"
+version = "3.1.14"
 
 [[RoundingIntegers]]
 deps = ["Test"]
@@ -1235,9 +1233,9 @@ uuid = "1a1011a3-84de-559e-8e89-a11a2f7dc383"
 
 [[Showoff]]
 deps = ["Dates", "Grisu"]
-git-tree-sha1 = "ee010d8f103468309b8afac4abb9be2e18ff1182"
+git-tree-sha1 = "236dd0ddad6e3764cce8d8b09c0bbba6df2e194f"
 uuid = "992d4aef-0814-514b-bc4d-f2e9a6c4116f"
-version = "0.3.2"
+version = "1.0.2"
 
 [[SimpleTraits]]
 deps = ["InteractiveUtils", "MacroTools"]
@@ -1284,9 +1282,9 @@ version = "0.1.2"
 
 [[StatProfilerHTML]]
 deps = ["Base64", "DataStructures", "Dates", "FlameGraphs", "HAML", "Profile", "Test"]
-git-tree-sha1 = "0938489df028d4158d244888dde415b3941f81e9"
+git-tree-sha1 = "936380cb0efc66b996a5b93780c6b8f773f7f57b"
 uuid = "a8a75453-ed82-57c9-9e16-4cd1196ecbf5"
-version = "1.2.0"
+version = "1.2.1"
 
 [[StaticArrays]]
 deps = ["LinearAlgebra", "Random", "Statistics"]
@@ -1324,9 +1322,9 @@ version = "1.0.0"
 
 [[Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "TableTraits", "Test"]
-git-tree-sha1 = "a716dde43d57fa537a19058d044b495301ba6565"
+git-tree-sha1 = "a9ff3dfec713c6677af435d6a6d65f9744feef67"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.3.2"
+version = "1.4.1"
 
 [[TensorOperations]]
 deps = ["CUDA", "LRUCache", "LinearAlgebra", "Requires", "Strided", "TupleTools"]
@@ -1352,9 +1350,9 @@ version = "1.5.3"
 
 [[TimerOutputs]]
 deps = ["Printf"]
-git-tree-sha1 = "3318281dd4121ecf9713ce1383b9ace7d7476fdd"
+git-tree-sha1 = "32cdbe6cd2d214c25a0b88f985c9e0092877c236"
 uuid = "a759f4b9-e2f1-59dc-863e-4aeb61b1ea8f"
-version = "0.5.7"
+version = "0.5.8"
 
 [[TupleTools]]
 git-tree-sha1 = "62a7a6cd5a608ff71cecfdb612e67a0897836069"
@@ -1661,10 +1659,10 @@ uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
 version = "1.6.37+6"
 
 [[libsodium_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "7127f5f40332ccfa43ee07dcd0c4d81a27d9bb23"
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "8ebe4f8eeb6ba5115eaf9a7301b635c3f3f28947"
 uuid = "a9144af2-ca23-56d9-984f-0d03f7b5ccf8"
-version = "1.0.18+1"
+version = "1.0.19+0"
 
 [[libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
diff --git a/Project.toml b/Project.toml
index e7369233..d3461aa5 100644
--- a/Project.toml
+++ b/Project.toml
@@ -51,6 +51,7 @@ ThreadPools = "b189fb0b-2eb5-4ed4-bc0c-d34c51242431"
 TimerOutputs = "a759f4b9-e2f1-59dc-863e-4aeb61b1ea8f"
 
 [compat]
+LinearMaps = "3.3"
 julia = "1.1"
 
 [extras]
diff --git a/docs/Manifest.toml b/docs/Manifest.toml
index 8c2a6afa..eb1fd124 100644
--- a/docs/Manifest.toml
+++ b/docs/Manifest.toml
@@ -6,29 +6,40 @@ git-tree-sha1 = "fc66ffc5cff568936649445f58a55b81eaf9592c"
 uuid = "14f7f29c-3bd6-536c-9a0b-7339e30b5a3e"
 version = "0.4.0"
 
+[[ATK_jll]]
+deps = ["Artifacts", "Glib_jll", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "d2cb610e0f31d9d20f4ca37e4535ea5e6f374889"
+uuid = "7b86fcea-f67b-53e1-809c-8f1719c154e8"
+version = "2.34.1+5"
+
 [[AbstractFFTs]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "051c95d6836228d120f5f4b984dd5aba1624f716"
+git-tree-sha1 = "485ee0867925449198280d4af84bdb46a2a404d0"
 uuid = "621f4979-c628-5d54-868e-fcf4e3e8185c"
-version = "0.5.0"
+version = "1.0.1"
 
 [[AbstractTrees]]
-deps = ["Markdown"]
-git-tree-sha1 = "33e450545eaf7699da1a6e755f9ea65f14077a45"
+git-tree-sha1 = "03e0550477d86222521d254b741d470ba17ea0b5"
 uuid = "1520ce14-60c1-5f80-bbc7-55ef81b5835c"
-version = "0.3.3"
+version = "0.3.4"
 
 [[Adapt]]
 deps = ["LinearAlgebra"]
-git-tree-sha1 = "42c42f2221906892ceb765dbcb1a51deeffd86d7"
+git-tree-sha1 = "ffcfa2d345aaee0ef3d8346a073d5dd03c983ebe"
 uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-version = "2.3.0"
+version = "3.2.0"
 
 [[AlgebraicMultigrid]]
-deps = ["Compat", "CompatHelper", "DelimitedFiles", "IterativeSolvers", "LinearAlgebra", "Printf", "Random", "SparseArrays", "Test"]
-git-tree-sha1 = "35d7f0b46082d8035bcececdfc83b93abe72d470"
+deps = ["CompatHelper", "DelimitedFiles", "IterativeSolvers", "LinearAlgebra", "Printf", "Random", "SparseArrays", "Test"]
+git-tree-sha1 = "4d23bc92a192f49206cb96478fdd81c03f8f77ca"
 uuid = "2169fc97-5a83-5252-b627-83903c6c433c"
-version = "0.3.0"
+version = "0.4.0"
+
+[[ArnoldiMethod]]
+deps = ["DelimitedFiles", "LinearAlgebra", "Random", "SparseArrays", "StaticArrays", "Test"]
+git-tree-sha1 = "2b6845cea546604fb4dca4e31414a6a59d39ddcd"
+uuid = "ec485272-7323-5ecc-a04f-4719b315124d"
+version = "0.0.4"
 
 [[Arpack]]
 deps = ["Arpack_jll", "Libdl", "LinearAlgebra"]
@@ -44,9 +55,9 @@ version = "3.5.0+3"
 
 [[ArrayInterface]]
 deps = ["LinearAlgebra", "Requires", "SparseArrays"]
-git-tree-sha1 = "c121e78a689da38e4199cf964962385a4810d827"
+git-tree-sha1 = "a2a1884863704e0414f6f164a1f6f4a2a62faf4e"
 uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
-version = "2.14.2"
+version = "2.14.17"
 
 [[Artifacts]]
 deps = ["Pkg"]
@@ -54,6 +65,18 @@ git-tree-sha1 = "c30985d8821e0cd73870b17b0ed0ce6dc44cb744"
 uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
 version = "1.3.0"
 
+[[AssetRegistry]]
+deps = ["Distributed", "JSON", "Pidfile", "SHA", "Test"]
+git-tree-sha1 = "b25e88db7944f98789130d7b503276bc34bc098e"
+uuid = "bf4720bc-e11a-5d0c-854e-bdca1663c893"
+version = "0.1.0"
+
+[[AxisAlgorithms]]
+deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"]
+git-tree-sha1 = "a4d07a1c313392a77042855df46c5f534076fab9"
+uuid = "13072b0f-2c55-5437-9ae7-d433b7a33950"
+version = "1.0.0"
+
 [[BFloat16s]]
 deps = ["LinearAlgebra", "Test"]
 git-tree-sha1 = "4af69e205efc343068dc8722b8dfec1ade89254a"
@@ -63,6 +86,30 @@ version = "0.1.0"
 [[Base64]]
 uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
 
+[[BenchmarkTools]]
+deps = ["JSON", "Logging", "Printf", "Statistics", "UUIDs"]
+git-tree-sha1 = "068fda9b756e41e6c75da7b771e6f89fa8a43d15"
+uuid = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
+version = "0.7.0"
+
+[[BinDeps]]
+deps = ["Libdl", "Pkg", "SHA", "URIParser", "Unicode"]
+git-tree-sha1 = "1289b57e8cf019aede076edab0587eb9644175bd"
+uuid = "9e28174c-4ba2-5203-b857-d8d62c4213ee"
+version = "1.0.2"
+
+[[BinaryProvider]]
+deps = ["Libdl", "Logging", "SHA"]
+git-tree-sha1 = "ecdec412a9abc8db54c0efc5548c64dfce072058"
+uuid = "b99e7846-7c00-51b0-8f62-c81ae34c0232"
+version = "0.5.10"
+
+[[Blink]]
+deps = ["Base64", "BinDeps", "Distributed", "JSExpr", "JSON", "Lazy", "Logging", "MacroTools", "Mustache", "Mux", "Reexport", "Sockets", "WebIO", "WebSockets"]
+git-tree-sha1 = "08d0b679fd7caa49e2bca9214b131289e19808c0"
+uuid = "ad839575-38b3-5650-b840-f874b8c74a25"
+version = "0.12.5"
+
 [[Blosc]]
 deps = ["Blosc_jll"]
 git-tree-sha1 = "84cf7d0f8fd46ca6f1b3e0305b4b4a37afe50fd6"
@@ -87,10 +134,16 @@ uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
 version = "0.4.1"
 
 [[CUDA]]
-deps = ["AbstractFFTs", "Adapt", "BFloat16s", "CEnum", "DataStructures", "ExprTools", "GPUArrays", "GPUCompiler", "LLVM", "Libdl", "LinearAlgebra", "Logging", "MacroTools", "NNlib", "Pkg", "Printf", "Random", "Reexport", "Requires", "SparseArrays", "Statistics", "TimerOutputs"]
-git-tree-sha1 = "7663b61782b569b03fba91d330a5ed2f86cd4cb8"
+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 = "6ccc73b2d8b671f7a65c92b5f08f81422ebb7547"
 uuid = "052768ef-5323-5732-b1bb-66c8b64840ba"
-version = "2.3.0"
+version = "2.4.1"
+
+[[Cairo]]
+deps = ["Cairo_jll", "Colors", "Glib_jll", "Graphics", "Libdl", "Pango_jll"]
+git-tree-sha1 = "d0b3f8b4ad16cb0a2988c6788646a5e6a17b6b1b"
+uuid = "159f3aea-2a34-519c-b102-8c37f9878175"
+version = "1.0.5"
 
 [[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"]
@@ -98,6 +151,18 @@ git-tree-sha1 = "e2f47f6d8337369411569fd45ae5753ca10394c6"
 uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a"
 version = "1.16.0+6"
 
+[[ChainRulesCore]]
+deps = ["Compat", "LinearAlgebra", "SparseArrays"]
+git-tree-sha1 = "644c24cd6344348f1c645efab24b707088be526a"
+uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
+version = "0.9.34"
+
+[[Clustering]]
+deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "SparseArrays", "Statistics", "StatsBase"]
+git-tree-sha1 = "c61e14bc36e38d3845854d8a100f3cf6401f753c"
+uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
+version = "0.13.5"
+
 [[CodeTracking]]
 deps = ["InteractiveUtils", "UUIDs"]
 git-tree-sha1 = "8ad457cfeb0bca98732c97958ef81000a543e73e"
@@ -106,21 +171,26 @@ version = "1.0.5"
 
 [[ColorSchemes]]
 deps = ["ColorTypes", "Colors", "FixedPointNumbers", "Random", "StaticArrays"]
-git-tree-sha1 = "5d472aa8908568bc198564db06983913a6c2c8e7"
+git-tree-sha1 = "d3cf83862f70d430d4b34e43ed65e74bd50ae0e0"
 uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4"
-version = "3.10.1"
+version = "3.11.0"
 
 [[ColorTypes]]
 deps = ["FixedPointNumbers", "Random"]
-git-tree-sha1 = "4bffea7ed1a9f0f3d1a131bbcd4b925548d75288"
+git-tree-sha1 = "32a2b8af383f11cbb65803883837a149d10dfe8a"
 uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
-version = "0.10.9"
+version = "0.10.12"
 
 [[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"
+uuid = "861a8166-3701-5b0c-9a16-15d98fcdc6aa"
+version = "1.0.2"
 
 [[CommonSubexpressions]]
 deps = ["MacroTools", "Test"]
@@ -130,15 +200,15 @@ 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 = "a706ff10f1cd8dab94f59fd09c0e657db8e77ff0"
+git-tree-sha1 = "919c7f3151e79ff196add81d7f4e45d91bbf420b"
 uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
-version = "3.23.0"
+version = "3.25.0"
 
 [[CompatHelper]]
 deps = ["Base64", "Dates", "GitHub", "HTTP", "JSON", "Pkg", "Printf", "TimeZones", "UUIDs"]
-git-tree-sha1 = "7c7d688db7af70a34e089779506a5c071662a2df"
+git-tree-sha1 = "5371889e67e6b00d6086e284ca7396975a2f035f"
 uuid = "aa819f21-2bde-4658-8897-bab36330d9b7"
-version = "1.16.3"
+version = "1.16.4"
 
 [[CompilerSupportLibraries_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -148,15 +218,15 @@ version = "0.3.4+0"
 
 [[Conda]]
 deps = ["JSON", "VersionParsing"]
-git-tree-sha1 = "c0647249d785f1d5139c0cc96db8f6b32f7ec416"
+git-tree-sha1 = "6231e40619c15148bcb80aa19d731e629877d762"
 uuid = "8f4d0f93-b110-5947-807f-2305c1781a2d"
-version = "1.5.0"
+version = "1.5.1"
 
 [[Contour]]
 deps = ["StaticArrays"]
-git-tree-sha1 = "0d128f9c2d9560349dc46f60c42036e244271d72"
+git-tree-sha1 = "9f02045d934dc030edad45944ea80dbd1f0ebea7"
 uuid = "d38c429a-6771-53c6-b99e-75d170b6e991"
-version = "0.5.6"
+version = "0.5.7"
 
 [[Crayons]]
 git-tree-sha1 = "3f71217b538d7aaee0b69ab47d9b7724ca8afa0d"
@@ -164,9 +234,9 @@ uuid = "a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f"
 version = "4.0.4"
 
 [[DataAPI]]
-git-tree-sha1 = "ad84f52c0b8f05aa20839484dbaf01690b41ff84"
+git-tree-sha1 = "dfb3b7e89e395be1e25c2ad6d7690dc29cc53b1d"
 uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a"
-version = "1.4.0"
+version = "1.6.0"
 
 [[DataStructures]]
 deps = ["InteractiveUtils", "OrderedCollections"]
@@ -183,10 +253,22 @@ version = "1.0.0"
 deps = ["Printf"]
 uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"
 
+[[Dbus_jll]]
+deps = ["Artifacts", "Expat_jll", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "97f1325c10bd02b1cc1882e9c2bf6407ba630ace"
+uuid = "ee1fde0b-3d02-5ea6-8484-8dfef6360eab"
+version = "1.12.16+3"
+
 [[DelimitedFiles]]
 deps = ["Mmap"]
 uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab"
 
+[[Dictionaries]]
+deps = ["Indexing", "Random"]
+git-tree-sha1 = "12e8b690de74848e9f41853817a94900a9e13bff"
+uuid = "85a47980-9c8c-11e8-2b9f-f7ca1fa99fb4"
+version = "0.3.8"
+
 [[DiffResults]]
 deps = ["StaticArrays"]
 git-tree-sha1 = "c18e98cba888c6c25d1c3b048e4b3380ca956805"
@@ -199,21 +281,33 @@ git-tree-sha1 = "214c3fcac57755cfda163d91c58893a8723f93e9"
 uuid = "b552c78f-8df3-52c6-915a-8e097449b14b"
 version = "1.0.2"
 
+[[Distances]]
+deps = ["LinearAlgebra", "Statistics"]
+git-tree-sha1 = "23717536c81b63e250f682b0e0933769eecd1411"
+uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
+version = "0.8.2"
+
 [[Distributed]]
 deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
 
 [[DocStringExtensions]]
 deps = ["LibGit2", "Markdown", "Pkg", "Test"]
-git-tree-sha1 = "50ddf44c53698f5e784bbebb3f4b21c5807401b1"
+git-tree-sha1 = "9d4f64f79012636741cf01133158a54b24924c32"
 uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
-version = "0.8.3"
+version = "0.8.4"
 
 [[Documenter]]
-deps = ["Base64", "Dates", "DocStringExtensions", "InteractiveUtils", "JSON", "LibGit2", "Logging", "Markdown", "REPL", "Test", "Unicode"]
-git-tree-sha1 = "fb1ff838470573adc15c71ba79f8d31328f035da"
+deps = ["Base64", "Dates", "DocStringExtensions", "IOCapture", "InteractiveUtils", "JSON", "LibGit2", "Logging", "Markdown", "REPL", "Test", "Unicode"]
+git-tree-sha1 = "3ebb967819b284dc1e3c0422229b58a40a255649"
 uuid = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
-version = "0.25.2"
+version = "0.26.3"
+
+[[DocumenterTools]]
+deps = ["Base64", "DocStringExtensions", "Documenter", "FileWatching", "LibGit2", "Sass"]
+git-tree-sha1 = "9b40fd93f54ba5ef9d364981124a8ed389fd634e"
+uuid = "35a29f4d-8980-5a13-9543-d66fff28ecb8"
+version = "0.1.9"
 
 [[EarCut_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -221,6 +315,11 @@ git-tree-sha1 = "92d8f9f208637e8d2d28c664051a00569c01493d"
 uuid = "5ae413db-bbd1-5e63-b57d-d24a61df00f5"
 version = "2.1.5+1"
 
+[[EllipsisNotation]]
+git-tree-sha1 = "18ee049accec8763be17a933737c1dd0fdf8673a"
+uuid = "da5c29d0-fa7d-589e-88eb-ea29b0a81949"
+version = "1.0.0"
+
 [[Expat_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
 git-tree-sha1 = "1402e52fcda25064f51c77a9655ce8680b76acf0"
@@ -251,31 +350,31 @@ uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
 version = "4.3.1+4"
 
 [[FermiCG]]
-deps = ["Arpack", "Compat", "Conda", "Documenter", "HDF5", "JSON", "KrylovKit", "LinearAlgebra", "LinearMaps", "NDTensors", "NPZ", "Optim", "OrderedCollections", "PProf", "PackageCompiler", "Parameters", "Pkg", "Plots", "Preconditioners", "PrettyTables", "Printf", "Profile", "PyCall", "Random", "Revise", "StatProfilerHTML", "TensorOperations", "Test", "TimerOutputs"]
+deps = ["Arpack", "BenchmarkTools", "Clustering", "Combinatorics", "Compat", "Conda", "Documenter", "DocumenterTools", "GraphRecipes", "HDF5", "IJulia", "InteractiveUtils", "IterTools", "IterativeSolvers", "JSON", "KrylovKit", "LinearAlgebra", "LinearMaps", "MKL", "NDTensors", "NPZ", "Optim", "OrderedCollections", "PProf", "PackageCompiler", "Parameters", "Pkg", "Plotly", "Plots", "Preconditioners", "PrettyTables", "Printf", "Profile", "ProfileView", "PyCall", "PyPlot", "Random", "Revise", "SpectralClustering", "StatProfilerHTML", "StaticArrays", "TensorOperations", "Test", "ThreadPools", "TimerOutputs"]
 path = ".."
 uuid = "855c3b3a-d9bb-4919-8b00-0b3cfbdffb6f"
 version = "0.1.0"
 
 [[FileIO]]
-deps = ["Pkg"]
-git-tree-sha1 = "cad2e71389ecb2f4480e0de74faab04af13d7929"
+deps = ["Pkg", "Requires", "UUIDs"]
+git-tree-sha1 = "b4fdad5fe06e0226348301b5163925ac1ae8b64b"
 uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
-version = "1.4.4"
+version = "1.6.5"
 
 [[FileWatching]]
 uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
 [[FillArrays]]
 deps = ["LinearAlgebra", "Random", "SparseArrays"]
-git-tree-sha1 = "502b3de6039d5b78c76118423858d981349f3823"
+git-tree-sha1 = "31939159aeb8ffad1d4d8ee44d07f8558273120a"
 uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
-version = "0.9.7"
+version = "0.11.7"
 
 [[FiniteDiff]]
 deps = ["ArrayInterface", "LinearAlgebra", "Requires", "SparseArrays", "StaticArrays"]
-git-tree-sha1 = "7f7216e0eb46c20ee8ddab5c8f9a262ed72587b6"
+git-tree-sha1 = "f6f80c8f934efd49a286bb5315360be66956dfc4"
 uuid = "6a86dc24-6348-571c-b903-95158fe2bd41"
-version = "2.7.2"
+version = "2.8.0"
 
 [[FixedPointNumbers]]
 deps = ["Statistics"]
@@ -285,9 +384,9 @@ version = "0.8.4"
 
 [[FlameGraphs]]
 deps = ["AbstractTrees", "Colors", "FileIO", "FixedPointNumbers", "IndirectArrays", "LeftChildRightSiblingTrees", "Profile"]
-git-tree-sha1 = "c0204e7baf2d9d6472a477d677f632b4b80d99be"
+git-tree-sha1 = "99c43a8765095efa6ef76233d44a89e68073bd10"
 uuid = "08572546-2f56-4bcf-ba4e-bab62c3a3f89"
-version = "0.2.4"
+version = "0.2.5"
 
 [[Fontconfig_jll]]
 deps = ["Artifacts", "Bzip2_jll", "Expat_jll", "FreeType2_jll", "JLLWrappers", "Libdl", "Libuuid_jll", "Pkg", "Zlib_jll"]
@@ -297,15 +396,15 @@ 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 = "8de2519a83c6c1c2442c2f481dd9a8364855daf4"
+git-tree-sha1 = "c68fb7481b71519d313114dca639b35262ff105f"
 uuid = "f6369f11-7733-5829-9624-2563aa707210"
-version = "0.10.14"
+version = "0.10.17"
 
 [[FreeType2_jll]]
 deps = ["Artifacts", "Bzip2_jll", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
@@ -319,17 +418,23 @@ git-tree-sha1 = "0d20aed5b14dd4c9a2453c1b601d08e1149679cc"
 uuid = "559328eb-81f9-559d-9380-de523a88c83c"
 version = "1.0.5+6"
 
+[[FunctionalCollections]]
+deps = ["Test"]
+git-tree-sha1 = "04cb9cfaa6ba5311973994fe3496ddec19b6292a"
+uuid = "de31a74c-ac4f-5751-b3fd-e18cd04993ca"
+version = "0.5.0"
+
 [[GLFW_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
-git-tree-sha1 = "a1bbf700b5388bffc3d882f4f4d625cf1c714fd7"
+git-tree-sha1 = "bd1dbf065d7a4a0bdf7e74dd26cf932dda22b929"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
-version = "3.3.2+1"
+version = "3.3.3+0"
 
 [[GPUArrays]]
 deps = ["AbstractFFTs", "Adapt", "LinearAlgebra", "Printf", "Random", "Serialization"]
-git-tree-sha1 = "2c1dd57bca7ba0b3b4bf81d9332aeb81b154ef4c"
+git-tree-sha1 = "f99a25fe0313121f2f9627002734c7d63b4dd3bd"
 uuid = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7"
-version = "6.1.2"
+version = "6.2.0"
 
 [[GPUCompiler]]
 deps = ["DataStructures", "InteractiveUtils", "LLVM", "Libdl", "Scratch", "Serialization", "TimerOutputs", "UUIDs"]
@@ -339,21 +444,33 @@ version = "0.8.3"
 
 [[GR]]
 deps = ["Base64", "DelimitedFiles", "GR_jll", "HTTP", "JSON", "LinearAlgebra", "Pkg", "Printf", "Random", "Serialization", "Sockets", "Test", "UUIDs"]
-git-tree-sha1 = "b90b826782cb3ac5b7a7f41b3fd0113180257ed4"
+git-tree-sha1 = "31746d748c4ac35480d6f76517854e4066f4a8be"
 uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
-version = "0.53.0"
+version = "0.57.0"
 
 [[GR_jll]]
-deps = ["Bzip2_jll", "Cairo_jll", "FFMPEG_jll", "Fontconfig_jll", "GLFW_jll", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pixman_jll", "Pkg", "Qhull_jll", "Qt_jll", "Zlib_jll", "libpng_jll"]
-git-tree-sha1 = "daaccb414719ae63625b9b5e0eb4b1ec5b194590"
+deps = ["Artifacts", "Bzip2_jll", "Cairo_jll", "FFMPEG_jll", "Fontconfig_jll", "GLFW_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pixman_jll", "Pkg", "Qt5Base_jll", "Zlib_jll", "libpng_jll"]
+git-tree-sha1 = "d709b116ab166ec432015764820bc4cc3d05c954"
 uuid = "d2c73de3-f751-5644-a686-071e5b155ba9"
-version = "0.52.0+0"
+version = "0.57.0+0"
+
+[[GTK3_jll]]
+deps = ["ATK_jll", "Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "FriBidi_jll", "Glib_jll", "Graphene_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Libepoxy_jll", "Pango_jll", "Pkg", "Wayland_jll", "Xorg_libX11_jll", "Xorg_libXcomposite_jll", "Xorg_libXcursor_jll", "Xorg_libXdamage_jll", "Xorg_libXext_jll", "Xorg_libXfixes_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll", "Xorg_libXrender_jll", "adwaita_icon_theme_jll", "at_spi2_atk_jll", "gdk_pixbuf_jll", "iso_codes_jll", "xkbcommon_jll"]
+git-tree-sha1 = "2bfd6b0c19ae1644541a792ce26fc6383db2ffd8"
+uuid = "77ec8976-b24b-556a-a1bf-49a033a670a6"
+version = "3.24.11+5"
 
 [[GeometryBasics]]
 deps = ["EarCut_jll", "IterTools", "LinearAlgebra", "StaticArrays", "StructArrays", "Tables"]
-git-tree-sha1 = "876a906eab3be990fdcbfe1e43bb3a76f4776f72"
+git-tree-sha1 = "4136b8a5668341e58398bb472754bff4ba0456ff"
 uuid = "5c1252a2-5f33-56bf-86c9-59e7332b4326"
-version = "0.3.3"
+version = "0.3.12"
+
+[[GeometryTypes]]
+deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "StaticArrays"]
+git-tree-sha1 = "07194161fe4e181c6bf51ef2e329ec4e7d050fc4"
+uuid = "4d00f742-c7ba-57c2-abde-4428a4b178cb"
+version = "0.8.4"
 
 [[Gettext_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Pkg", "XML2_jll"]
@@ -362,10 +479,10 @@ uuid = "78b55507-aeef-58d4-861c-77aaff3498b1"
 version = "0.20.1+7"
 
 [[GitHub]]
-deps = ["Base64", "Dates", "HTTP", "JSON", "MbedTLS", "Sockets"]
-git-tree-sha1 = "599dec6adb9f1b73b9c31c9cd4302a01d2575d81"
+deps = ["Base64", "Dates", "HTTP", "JSON", "MbedTLS", "Sockets", "SodiumSeal"]
+git-tree-sha1 = "a4f61fc1b1724e6eec1d9333eac2d4b01d8fcc8f"
 uuid = "bc5e4493-9b4d-5f90-b8aa-2b2bcaad7a26"
-version = "5.2.0"
+version = "5.4.0"
 
 [[Glib_jll]]
 deps = ["Artifacts", "Gettext_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE_jll", "Pkg", "Zlib_jll"]
@@ -373,11 +490,47 @@ git-tree-sha1 = "04690cc5008b38ecbdfede949220bc7d9ba26397"
 uuid = "7746bdde-850d-59dc-9ae8-88ece973131d"
 version = "2.59.0+4"
 
+[[GraphRecipes]]
+deps = ["AbstractTrees", "GeometryTypes", "InteractiveUtils", "Interpolations", "LightGraphs", "LinearAlgebra", "NaNMath", "NetworkLayout", "PlotUtils", "RecipesBase", "SparseArrays", "Statistics"]
+git-tree-sha1 = "82a923cd1497adc7dfd07c1dad5e8eb79e5c4499"
+uuid = "bd48cda9-67a9-57be-86fa-5b3c104eda73"
+version = "0.5.5"
+
+[[Graphene_jll]]
+deps = ["Glib_jll", "Libdl", "Pkg"]
+git-tree-sha1 = "9d0b534de52582b7f1f044d622b858915dc6b126"
+uuid = "75302f13-0b7e-5bab-a6d1-23fa92e4c2ea"
+version = "1.10.0+2"
+
+[[Graphics]]
+deps = ["Colors", "LinearAlgebra", "NaNMath"]
+git-tree-sha1 = "2c1cf4df419938ece72de17f368a021ee162762e"
+uuid = "a2bd30eb-e257-5431-a919-1863eab51364"
+version = "1.1.0"
+
+[[Graphite2_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "42adbc6fd39ba41138f894b8ac711146a2b0d986"
+uuid = "3b182d85-2403-5c21-9c21-1e1f0cc25472"
+version = "1.3.13+4"
+
 [[Grisu]]
 git-tree-sha1 = "03d381f65183cb2d0af8b3425fde97263ce9a995"
 uuid = "42e2da0e-8278-4e71-bc24-59509adca0fe"
 version = "1.0.0"
 
+[[Gtk]]
+deps = ["Cairo", "Cairo_jll", "Dates", "GTK3_jll", "Glib_jll", "Graphics", "Libdl", "Pkg", "Reexport", "Serialization", "Test", "Xorg_xkeyboard_config_jll", "adwaita_icon_theme_jll", "gdk_pixbuf_jll", "hicolor_icon_theme_jll"]
+git-tree-sha1 = "f4ca0d233f89fb011d7cd9b26771f46ddc5bce67"
+uuid = "4c0ca9eb-093a-5379-98c5-f87ac0bbbf44"
+version = "1.1.7"
+
+[[GtkReactive]]
+deps = ["Cairo", "Colors", "Dates", "FixedPointNumbers", "Graphics", "Gtk", "IntervalSets", "Reactive", "Reexport", "RoundingIntegers"]
+git-tree-sha1 = "2a82c9204afbd8bfb39c0d6735bface4a3df9917"
+uuid = "27996c0f-39cd-5cc1-a27a-05f136f946b6"
+version = "1.0.5"
+
 [[HAML]]
 deps = ["DataStructures", "Markdown", "Requires"]
 git-tree-sha1 = "071463272a28d3945d036f370c3998141ab8c8b7"
@@ -386,9 +539,9 @@ version = "0.3.3"
 
 [[HDF5]]
 deps = ["Blosc", "Compat", "HDF5_jll", "Libdl", "Mmap", "Random", "Requires"]
-git-tree-sha1 = "96d77533eb46e208e801b939db8a27626c166565"
+git-tree-sha1 = "8a21f34a34491833bcda29a3ec2188b4ec6e558f"
 uuid = "f67ccb44-e63f-5c2f-98bd-6dc0ccc4ba2f"
-version = "0.14.1"
+version = "0.15.4"
 
 [[HDF5_jll]]
 deps = ["Artifacts", "JLLWrappers", "LibCURL_jll", "Libdl", "OpenSSL_jll", "Pkg", "Zlib_jll"]
@@ -402,21 +555,79 @@ git-tree-sha1 = "c7ec02c4c6a039a98a15f955462cd7aea5df4508"
 uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
 version = "0.8.19"
 
+[[HarfBuzz_jll]]
+deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Gettext_jll", "Glib_jll", "Graphite2_jll", "ICU_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
+git-tree-sha1 = "90bed5fc61d12d10832ebf988988104888eebaca"
+uuid = "2e76f6c2-a576-52d4-95c1-20adfe4de566"
+version = "2.6.1+10"
+
+[[Hiccup]]
+deps = ["MacroTools", "Test"]
+git-tree-sha1 = "6187bb2d5fcbb2007c39e7ac53308b0d371124bd"
+uuid = "9fb69e20-1954-56bb-a84f-559cc56a8ff7"
+version = "0.2.2"
+
+[[ICU_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "6ce9cf3c5490b045710d60ac3fd2fe48188846b3"
+uuid = "a51ab1cf-af8e-5615-a023-bc2c838bba6b"
+version = "67.1.0+3"
+
+[[IJulia]]
+deps = ["Base64", "Conda", "Dates", "InteractiveUtils", "JSON", "Libdl", "Markdown", "MbedTLS", "Pkg", "Printf", "REPL", "Random", "SoftGlobalScope", "Test", "UUIDs", "ZMQ"]
+git-tree-sha1 = "d8b9c31196e1dd92181cd0f5760ca2d2ffb4ac0f"
+uuid = "7073ff75-c697-5162-941a-fcdaad2a7d2a"
+version = "1.23.2"
+
+[[IOCapture]]
+deps = ["Logging"]
+git-tree-sha1 = "377252859f740c217b936cebcd918a44f9b53b59"
+uuid = "b5f81e59-6552-4d32-b1f0-c071b021bf89"
+version = "0.1.1"
+
+[[Indexing]]
+git-tree-sha1 = "ce1566720fd6b19ff3411404d4b977acd4814f9f"
+uuid = "313cdc1a-70c2-5d6a-ae34-0150d3930a38"
+version = "1.1.1"
+
 [[IndirectArrays]]
 git-tree-sha1 = "c2a145a145dc03a7620af1444e0264ef907bd44f"
 uuid = "9b13fd28-a010-5f03-acff-a1bbcff69959"
 version = "0.5.1"
 
+[[Inflate]]
+git-tree-sha1 = "f5fc07d4e706b84f72d54eedcc1c13d92fb0871c"
+uuid = "d25df0c9-e2be-5dd7-82c8-3ad0b3e990b9"
+version = "0.1.2"
+
 [[IniFile]]
 deps = ["Test"]
 git-tree-sha1 = "098e4d2c533924c921f9f9847274f2ad89e018b8"
 uuid = "83e8ac13-25f8-5344-8a64-a9f2b223428f"
 version = "0.5.0"
 
+[[IntelOpenMP_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "d979e54b71da82f3a65b62553da4fc3d18c9004c"
+uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
+version = "2018.0.3+2"
+
 [[InteractiveUtils]]
 deps = ["Markdown"]
 uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
 
+[[Interpolations]]
+deps = ["AxisAlgorithms", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"]
+git-tree-sha1 = "2b7d4e9be8b74f03115e64cf36ed2f48ae83d946"
+uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
+version = "0.12.10"
+
+[[IntervalSets]]
+deps = ["Dates", "EllipsisNotation", "Statistics"]
+git-tree-sha1 = "3cc368af3f110a767ac786560045dceddfc16758"
+uuid = "8197267c-284f-5f27-9208-e0e47529a953"
+version = "0.5.3"
+
 [[IterTools]]
 git-tree-sha1 = "05110a2ab1fc5f932622ffea2a003221f4782c18"
 uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
@@ -424,9 +635,9 @@ 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"
@@ -434,9 +645,15 @@ uuid = "82899510-4779-5014-852e-03e436cf321d"
 version = "1.0.0"
 
 [[JLLWrappers]]
-git-tree-sha1 = "c70593677bbf2c3ccab4f7500d0f4dacfff7b75c"
+git-tree-sha1 = "a431f5f2ca3f4feef3bd7a5e94b8b8d4f2f647a0"
 uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210"
-version = "1.1.3"
+version = "1.2.0"
+
+[[JSExpr]]
+deps = ["JSON", "MacroTools", "Observables", "WebIO"]
+git-tree-sha1 = "829f37792c9a63904a95c3c579e3b5847b40802a"
+uuid = "97c1335a-c9c5-57fe-bc5d-ec35cebe8660"
+version = "0.5.2"
 
 [[JSON]]
 deps = ["Dates", "Mmap", "Parsers", "Unicode"]
@@ -452,9 +669,15 @@ version = "2.0.1+3"
 
 [[JuliaInterpreter]]
 deps = ["CodeTracking", "InteractiveUtils", "Random", "UUIDs"]
-git-tree-sha1 = "2648231e247561848b4de1fbce6e9eb4f97a3a45"
+git-tree-sha1 = "ccc489088d6bc4b5265e043e3fbb1baad5025cf7"
 uuid = "aa1ae85d-cabe-5617-a682-6adf51b2e16a"
-version = "0.8.4"
+version = "0.8.11"
+
+[[Kaleido_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "2ef87eeaa28713cb010f9fb0be288b6c1a4ecd53"
+uuid = "f7e6163d-2fa5-5f23-b69c-1db539e41963"
+version = "0.1.0+0"
 
 [[KrylovKit]]
 deps = ["LinearAlgebra", "Printf"]
@@ -470,9 +693,9 @@ version = "3.100.0+3"
 
 [[LLVM]]
 deps = ["CEnum", "Libdl", "Printf", "Unicode"]
-git-tree-sha1 = "000a737732aa4eb996414c4685368f6a74b41d14"
+git-tree-sha1 = "b616937c31337576360cb9fb872ec7633af7b194"
 uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
-version = "3.4.0"
+version = "3.6.0"
 
 [[LRUCache]]
 git-tree-sha1 = "5a9338dce0811619e42c9e9aa9ae044c3c82a58f"
@@ -486,15 +709,27 @@ uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
 version = "2.10.0+3"
 
 [[LaTeXStrings]]
-git-tree-sha1 = "c7aebfecb1a60d59c0fe023a68ec947a208b1e6b"
+git-tree-sha1 = "c7f1c695e06c01b95a67f0cd1d34994f3e7db104"
 uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
-version = "1.2.0"
+version = "1.2.1"
 
 [[Latexify]]
 deps = ["Formatting", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "Printf", "Requires"]
-git-tree-sha1 = "8771ad2b1464aa6188899ca0c3e432341e35f96a"
+git-tree-sha1 = "7c72983c6daf61393ee8a0b29a419c709a06cede"
 uuid = "23fbe1c1-3f47-55db-b15f-69d7ec21a316"
-version = "0.14.5"
+version = "0.14.12"
+
+[[Lazy]]
+deps = ["MacroTools"]
+git-tree-sha1 = "1370f8202dac30758f3c345f9909b97f53d87d3f"
+uuid = "50d2b5c4-7a5e-59d5-8109-a42b560f39c0"
+version = "0.15.1"
+
+[[LazyArtifacts]]
+deps = ["Pkg"]
+git-tree-sha1 = "4bb5499a1fc437342ea9ab7e319ede5a457c0968"
+uuid = "4af54fe1-eca0-43a8-85a7-787d91b784e3"
+version = "1.3.0"
 
 [[LeftChildRightSiblingTrees]]
 deps = ["AbstractTrees"]
@@ -527,6 +762,12 @@ version = "1.9.0+1"
 [[Libdl]]
 uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
 
+[[Libepoxy_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pkg", "Xorg_libX11_jll"]
+git-tree-sha1 = "aeac8ae441bc55be433ab53b729ffac274997320"
+uuid = "42c93a91-0102-5b3f-8f9d-e41de60ac950"
+version = "1.5.4+1"
+
 [[Libffi_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
 git-tree-sha1 = "a2cd088a88c0d37eef7d209fd3d8712febce0d90"
@@ -575,17 +816,23 @@ 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 = "432428df5f360964040ed60418dd5601ecd240b6"
+uuid = "093fc24a-ae57-5d10-9952-331d41423f4d"
+version = "1.3.5"
+
 [[LimitedLDLFactorizations]]
 deps = ["AMD", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "09019ebe6a52d4dc3dc014e0b29f590eeb7f3cce"
+git-tree-sha1 = "7dd526ab7adea945834749866b6d9c0cbb4b4990"
 uuid = "f5a24dde-3ab7-510b-b81b-6a72c6098d3b"
-version = "0.3.0"
+version = "0.3.2"
 
 [[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"]
@@ -593,18 +840,18 @@ uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 
 [[LinearMaps]]
 deps = ["LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "374b717add8a818363241b403c62b218a3368dd2"
+git-tree-sha1 = "ebec45cc8cfe3c947b01c2c491e7e1eefba73c4f"
 uuid = "7a12625a-238d-50fd-b39a-03d52299707e"
-version = "2.7.0"
+version = "3.3.0"
 
 [[Logging]]
 uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"
 
 [[LoweredCodeUtils]]
 deps = ["JuliaInterpreter"]
-git-tree-sha1 = "9af25a91bda16307caff2a50f9c744c432b8bc1b"
+git-tree-sha1 = "8c96709706ce27471655247ad9a931447d16dd62"
 uuid = "6f1432cf-f94c-5a45-995e-cdbf5db27b0b"
-version = "1.2.6"
+version = "1.2.9"
 
 [[Lz4_jll]]
 deps = ["Libdl", "Pkg"]
@@ -612,6 +859,18 @@ git-tree-sha1 = "51b1db0732bbdcfabb60e36095cc3ed9c0016932"
 uuid = "5ced341a-0733-55b8-9ab6-a4889d929147"
 version = "1.9.2+2"
 
+[[MKL]]
+deps = ["Libdl", "LinearAlgebra", "MKL_jll", "PackageCompiler"]
+git-tree-sha1 = "52c39a2b156743873c3919cd8ce83ac6075cc45f"
+uuid = "33e6dc65-8f57-5167-99aa-e5a354878fb2"
+version = "0.4.0"
+
+[[MKL_jll]]
+deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"]
+git-tree-sha1 = "c253236b0ed414624b083e6b72bfe891fbd2c7af"
+uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
+version = "2021.1.1+1"
+
 [[MacroTools]]
 deps = ["Markdown", "Random"]
 git-tree-sha1 = "6a8a2a625ab0dea913aba95c11370589e0239ff0"
@@ -641,9 +900,9 @@ version = "0.3.1"
 
 [[Missings]]
 deps = ["DataAPI"]
-git-tree-sha1 = "ed61674a0864832495ffe0a7e889c0da76b0f4c8"
+git-tree-sha1 = "f8c673ccc215eb50fcadb285f522420e29e69e1c"
 uuid = "e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28"
-version = "0.4.4"
+version = "0.4.5"
 
 [[Mmap]]
 uuid = "a63ad114-7e13-5084-954f-fe012c677804"
@@ -654,35 +913,70 @@ git-tree-sha1 = "916b850daad0d46b8c71f65f719c49957e9513ed"
 uuid = "78c3b35d-d492-501b-9361-3d52fe80e533"
 version = "0.7.1"
 
+[[Mustache]]
+deps = ["Printf", "Tables"]
+git-tree-sha1 = "36995ef0d532fe08119d70b2365b7b03d4e00f48"
+uuid = "ffc61752-8dc7-55ee-8c37-f3e9cdd09e70"
+version = "1.0.10"
+
+[[Mux]]
+deps = ["AssetRegistry", "Base64", "HTTP", "Hiccup", "Pkg", "Sockets", "WebSockets"]
+git-tree-sha1 = "2578b3cd03e4f568f213c7d51b2118f9e81c2617"
+uuid = "a975b10e-0019-58db-a62f-e48ff68538c9"
+version = "0.7.5"
+
 [[NDTensors]]
-deps = ["Compat", "HDF5", "LinearAlgebra", "Random", "StaticArrays", "Strided"]
-git-tree-sha1 = "4321ed4d91f61475720165c3e71e205b166e51cf"
+deps = ["Compat", "Dictionaries", "HDF5", "LinearAlgebra", "Random", "Requires", "StaticArrays", "Strided", "TimerOutputs", "TupleTools"]
+git-tree-sha1 = "e7892580c1d2e4cdc3751f40124076f74b2c5775"
 uuid = "23ae76d9-e61a-49c4-8f12-3f1a16adf9cf"
-version = "0.1.16"
+version = "0.1.28"
 
 [[NLSolversBase]]
 deps = ["DiffResults", "Distributed", "FiniteDiff", "ForwardDiff"]
-git-tree-sha1 = "39d6bc45e99c96e6995cbddac02877f9b61a1dd1"
+git-tree-sha1 = "50608f411a1e178e0129eab4110bd56efd08816f"
 uuid = "d41bc354-129a-5804-8e4c-c37616107c6c"
-version = "7.7.1"
+version = "7.8.0"
 
 [[NNlib]]
-deps = ["Compat", "Libdl", "LinearAlgebra", "Pkg", "Requires", "Statistics"]
-git-tree-sha1 = "1ae42464fea5258fd2ff49f1c4a40fc41cba3860"
+deps = ["ChainRulesCore", "Compat", "LinearAlgebra", "Pkg", "Requires", "Statistics"]
+git-tree-sha1 = "ab1d43fead2ecb9aa5ae460d3d547c2cf8d89461"
 uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
-version = "0.7.7"
+version = "0.7.17"
 
 [[NPZ]]
 deps = ["Compat", "ZipFile"]
-git-tree-sha1 = "a9837d6dc62c8a159f8e788d51c81ccee248db0e"
+git-tree-sha1 = "fbfb3c151b0308236d854c555b43cdd84c1e5ebf"
 uuid = "15e1cf62-19b3-5cfa-8e77-841668bca605"
-version = "0.4.0"
+version = "0.4.1"
 
 [[NaNMath]]
 git-tree-sha1 = "bfe47e760d60b82b66b61d2d44128b62e3a369fb"
 uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
 version = "0.3.5"
 
+[[NearestNeighbors]]
+deps = ["Distances", "StaticArrays"]
+git-tree-sha1 = "8bc6180f328f3c0ea2663935db880d34c57d6eae"
+uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
+version = "0.4.4"
+
+[[NetworkLayout]]
+deps = ["DelimitedFiles", "GeometryTypes", "LinearAlgebra", "SparseArrays", "Test"]
+git-tree-sha1 = "adde9ad01842a4f62c3724b8707bed90293f0f3f"
+uuid = "46757867-2c16-5918-afeb-47bfcb05e46a"
+version = "0.2.0"
+
+[[Observables]]
+git-tree-sha1 = "3469ef96607a6b9a1e89e54e6f23401073ed3126"
+uuid = "510215fc-4207-5dde-b226-833fc4488ee2"
+version = "0.3.3"
+
+[[OffsetArrays]]
+deps = ["Adapt"]
+git-tree-sha1 = "b3dfef5f2be7d7eb0e782ba9146a5271ee426e90"
+uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
+version = "1.6.2"
+
 [[Ogg_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
 git-tree-sha1 = "a42c0f138b9ebe8b58eba2271c5053773bde52d0"
@@ -709,9 +1003,9 @@ version = "0.5.3+4"
 
 [[Optim]]
 deps = ["Compat", "FillArrays", "LineSearches", "LinearAlgebra", "NLSolversBase", "NaNMath", "Parameters", "PositiveFactorizations", "Printf", "SparseArrays", "StatsBase"]
-git-tree-sha1 = "c434c4853a7e61506caf0340b3c153fc08865088"
+git-tree-sha1 = "d34366a3abc25c41f88820762ef7dfdfe9306711"
 uuid = "429524aa-4258-5aef-a3af-852621145aeb"
-version = "1.2.0"
+version = "1.3.0"
 
 [[Opus_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -720,9 +1014,9 @@ uuid = "91d4177d-7536-5919-b921-800302f37372"
 version = "1.3.1+3"
 
 [[OrderedCollections]]
-git-tree-sha1 = "cf59cfed2e2c12e8a2ff0a4f1e9b2cd8650da6db"
+git-tree-sha1 = "4fa2ba51070ec13fcc7517db714445b4ab986bdf"
 uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
-version = "1.3.2"
+version = "1.4.0"
 
 [[PCRE_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -732,27 +1026,39 @@ version = "8.42.0+4"
 
 [[PProf]]
 deps = ["AbstractTrees", "FlameGraphs", "Libdl", "OrderedCollections", "Profile", "ProtoBuf", "pprof_jll"]
-git-tree-sha1 = "1160dea21a261d71875de38736428653b5c05883"
+git-tree-sha1 = "fea8f130c2f8894af33d4f42a5ab672b3c7f47f7"
 uuid = "e4faabce-9ead-11e9-39d9-4379958e3056"
-version = "2.0.0"
+version = "2.0.1"
 
 [[PackageCompiler]]
 deps = ["Libdl", "Pkg", "UUIDs"]
-git-tree-sha1 = "3eee77c94646163f15bd8626acf494360897f890"
+git-tree-sha1 = "d448727c4b86be81b225b738c88d30334fda6779"
 uuid = "9b87118b-4619-50d2-8e1e-99f35a4d4d9d"
-version = "1.2.3"
+version = "1.2.5"
+
+[[Pango_jll]]
+deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "FriBidi_jll", "Glib_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "9a336dee51d20d1ed890c4a8dca636e86e2b76ca"
+uuid = "36c8627f-9965-5494-a995-c6b170f724f3"
+version = "1.42.4+10"
 
 [[Parameters]]
 deps = ["OrderedCollections", "UnPack"]
-git-tree-sha1 = "38b2e970043613c187bd56a995fe2e551821eb4a"
+git-tree-sha1 = "2276ac65f1e236e0a6ea70baff3f62ad4c625345"
 uuid = "d96e819e-fc66-5662-9728-84c9c7592b0a"
-version = "0.12.1"
+version = "0.12.2"
 
 [[Parsers]]
 deps = ["Dates"]
-git-tree-sha1 = "6fa4202675c05ba0f8268a6ddf07606350eda3ce"
+git-tree-sha1 = "c8abc88faa3f7a3950832ac5d6e690881590d6dc"
 uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
-version = "1.0.11"
+version = "1.1.0"
+
+[[Pidfile]]
+deps = ["FileWatching", "Test"]
+git-tree-sha1 = "1be8660b2064893cd2dae4bd004b589278e4440d"
+uuid = "fa939f87-e72e-5be4-a000-7fc836dbe307"
+version = "1.2.0"
 
 [[Pixman_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
@@ -766,21 +1072,39 @@ 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 = "4e098f88dad9a2b518b83124a116be1c49e2b2bf"
+git-tree-sha1 = "ae9a295ac761f64d8c2ec7f9f24d21eb4ffba34d"
 uuid = "995b91a9-d308-5afd-9ec6-746e21dbc043"
-version = "1.0.7"
+version = "1.0.10"
+
+[[Plotly]]
+deps = ["Base64", "DelimitedFiles", "HTTP", "JSON", "PlotlyJS", "Reexport"]
+git-tree-sha1 = "7634def3aea4a58d8f13687e9c72b2c1bfaa61ce"
+uuid = "58dd65bb-95f3-509e-9936-c39a10fdeae7"
+version = "0.3.0"
+
+[[PlotlyBase]]
+deps = ["Base64", "Dates", "DelimitedFiles", "DocStringExtensions", "JSON", "Kaleido_jll", "LaTeXStrings", "Logging", "Pkg", "Requires", "Statistics", "UUIDs"]
+git-tree-sha1 = "74a507dccef08c08d07f244a6e58ea3a3852d146"
+uuid = "a03496cd-edff-5a9b-9e67-9cda94a718b5"
+version = "0.5.1"
+
+[[PlotlyJS]]
+deps = ["Blink", "DelimitedFiles", "JSExpr", "JSON", "Markdown", "Pkg", "PlotlyBase", "REPL", "Reexport", "Requires", "WebIO"]
+git-tree-sha1 = "b859551864853bb2c317d0937e94bd19d749396b"
+uuid = "f0f68f2c-4968-5e81-91da-67840de0976a"
+version = "0.14.1"
 
 [[Plots]]
 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 = "173c7250ccd7c98615b04c669eb13fa7fab494b0"
+git-tree-sha1 = "cc4eb1be2576984d7a0f7f51478827dee816138b"
 uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
-version = "1.9.1"
+version = "1.11.2"
 
 [[PositiveFactorizations]]
 deps = ["LinearAlgebra"]
@@ -790,15 +1114,15 @@ version = "0.2.4"
 
 [[Preconditioners]]
 deps = ["AlgebraicMultigrid", "Compat", "LimitedLDLFactorizations", "LinearAlgebra", "SparseArrays"]
-git-tree-sha1 = "19b4944292f0a8352cff07c11eaa931eaef6fb4f"
+git-tree-sha1 = "94ee9bf73446804559e880b5092d770728942cc1"
 uuid = "af69fa37-3177-5a40-98ee-561f696e4fcd"
-version = "0.3.0"
+version = "0.3.1"
 
 [[PrettyTables]]
 deps = ["Crayons", "Formatting", "Markdown", "Reexport", "Tables"]
-git-tree-sha1 = "237170206bf38a66fee4d845f4ae57f63788eeb0"
+git-tree-sha1 = "574a6b3ea95f04e8757c0280bb9c29f1a5e35138"
 uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
-version = "0.10.1"
+version = "0.11.1"
 
 [[Printf]]
 deps = ["Unicode"]
@@ -808,6 +1132,12 @@ uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
 deps = ["Printf"]
 uuid = "9abbd945-dff8-562f-b5e8-e1ebf5ef1b79"
 
+[[ProfileView]]
+deps = ["Cairo", "Colors", "FileIO", "FlameGraphs", "Graphics", "Gtk", "GtkReactive", "InteractiveUtils", "IntervalSets", "Profile", "UUIDs"]
+git-tree-sha1 = "caa269e6f86900de232dffaf7e66edfe9414b007"
+uuid = "c46f51b8-102a-5cf2-8d2c-8597cb0e0da7"
+version = "0.6.9"
+
 [[ProtoBuf]]
 git-tree-sha1 = "51b74991da46594fb411a715e7e092bef50b99ff"
 uuid = "3349acd9-ac6a-5e09-bcdb-63829b23a429"
@@ -815,21 +1145,21 @@ version = "0.8.0"
 
 [[PyCall]]
 deps = ["Conda", "Dates", "Libdl", "LinearAlgebra", "MacroTools", "Serialization", "VersionParsing"]
-git-tree-sha1 = "b6dff5fa725eff4f775f472acd86756d6e31fb02"
+git-tree-sha1 = "dd1a970b543bd02efce2984582e996af28cab27f"
 uuid = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
-version = "1.92.1"
+version = "1.92.2"
 
-[[Qhull_jll]]
-deps = ["Libdl", "Pkg"]
-git-tree-sha1 = "585989201bf8741e165ae52df54de79c5299daa7"
-uuid = "784f63db-0788-585a-bace-daefebcd302b"
-version = "2019.1.0+2"
+[[PyPlot]]
+deps = ["Colors", "LaTeXStrings", "PyCall", "Sockets", "Test", "VersionParsing"]
+git-tree-sha1 = "67dde2482fe1a72ef62ed93f8c239f947638e5a2"
+uuid = "d330b81b-6aea-500a-939a-2ce795aea3ee"
+version = "2.9.0"
 
-[[Qt_jll]]
-deps = ["Artifacts", "Fontconfig_jll", "Glib_jll", "JLLWrappers", "Libdl", "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 = "72244a8e084251aea25968c61bbf5c001aaa7d5a"
-uuid = "ede63266-ebff-546c-83e0-1c6fb6d0efc8"
-version = "5.15.1+0"
+[[Qt5Base_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 = "16626cfabbf7206d60d84f2bf4725af7b37d4a77"
+uuid = "ea2cea3b-5b76-57ae-a6ef-0a8af62496e1"
+version = "5.15.2+0"
 
 [[REPL]]
 deps = ["InteractiveUtils", "Markdown", "Sockets"]
@@ -839,6 +1169,17 @@ uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
 deps = ["Serialization"]
 uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 
+[[Ratios]]
+git-tree-sha1 = "37d210f612d70f3f7d57d488cb3b6eff56ad4e41"
+uuid = "c84ed2f1-dad5-54f0-aa8e-dbefe2724439"
+version = "0.4.0"
+
+[[Reactive]]
+deps = ["DataStructures", "Distributed", "Test"]
+git-tree-sha1 = "5862d915387ebb954016f50a88e34f79a9e5fcd2"
+uuid = "a223df75-4e93-5b7c-acf9-bdd599c0f4de"
+version = "0.8.3"
+
 [[RecipesBase]]
 git-tree-sha1 = "b3fb709f3c97bfc6e948be68beeecb55a0b340ae"
 uuid = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
@@ -846,9 +1187,9 @@ version = "1.1.1"
 
 [[RecipesPipeline]]
 deps = ["Dates", "NaNMath", "PlotUtils", "RecipesBase"]
-git-tree-sha1 = "9ea2f5bf1b26918b16e9f885bb8e05206bfc2144"
+git-tree-sha1 = "c4d54a78e287de7ec73bbc928ce5eb3c60f80b24"
 uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c"
-version = "0.2.1"
+version = "0.3.1"
 
 [[Reexport]]
 deps = ["Pkg"]
@@ -858,19 +1199,31 @@ version = "0.2.0"
 
 [[Requires]]
 deps = ["UUIDs"]
-git-tree-sha1 = "e05c53ebc86933601d36212a93b39144a2733493"
+git-tree-sha1 = "4036a3bd08ac7e968e27c203d45f5fff15020621"
 uuid = "ae029012-a4dd-5104-9daa-d747884805df"
-version = "1.1.1"
+version = "1.1.3"
 
 [[Revise]]
 deps = ["CodeTracking", "Distributed", "FileWatching", "JuliaInterpreter", "LibGit2", "LoweredCodeUtils", "OrderedCollections", "Pkg", "REPL", "Requires", "UUIDs", "Unicode"]
-git-tree-sha1 = "637d03a5262b9f1d334cd63aaf092297fbc4f168"
+git-tree-sha1 = "b72fa706920b1421d581525de9f4e442b95ba254"
 uuid = "295af30f-e4ad-537b-8983-00126c2a3abe"
-version = "3.1.9"
+version = "3.1.14"
+
+[[RoundingIntegers]]
+deps = ["Test"]
+git-tree-sha1 = "293ba0ab32218b9ffd596040224228def84f8da0"
+uuid = "d5f540fe-1c90-5db3-b776-2e2f362d9394"
+version = "0.2.0"
 
 [[SHA]]
 uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 
+[[Sass]]
+deps = ["BinaryProvider", "Libdl", "Test"]
+git-tree-sha1 = "de11179555c6363c5a61c4c94376db3498983734"
+uuid = "322a6be2-4ae8-5d68-aaf1-3e960788d1d9"
+version = "0.1.0"
+
 [[Scratch]]
 deps = ["Dates"]
 git-tree-sha1 = "ad4b278adb62d185bbcb6864dc24959ab0627bf6"
@@ -886,13 +1239,31 @@ uuid = "1a1011a3-84de-559e-8e89-a11a2f7dc383"
 
 [[Showoff]]
 deps = ["Dates", "Grisu"]
-git-tree-sha1 = "ee010d8f103468309b8afac4abb9be2e18ff1182"
+git-tree-sha1 = "236dd0ddad6e3764cce8d8b09c0bbba6df2e194f"
 uuid = "992d4aef-0814-514b-bc4d-f2e9a6c4116f"
-version = "0.3.2"
+version = "1.0.2"
+
+[[SimpleTraits]]
+deps = ["InteractiveUtils", "MacroTools"]
+git-tree-sha1 = "daf7aec3fe3acb2131388f93a4c409b8c7f62226"
+uuid = "699a6c99-e7fa-54fc-8d76-47d257e15c1d"
+version = "0.9.3"
 
 [[Sockets]]
 uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
 
+[[SodiumSeal]]
+deps = ["Base64", "Libdl", "libsodium_jll"]
+git-tree-sha1 = "80cef67d2953e33935b41c6ab0a178b9987b1c99"
+uuid = "2133526b-2bfb-4018-ac12-889fb3908a75"
+version = "0.1.1"
+
+[[SoftGlobalScope]]
+deps = ["REPL"]
+git-tree-sha1 = "986ec2b6162ccb95de5892ed17832f95badf770c"
+uuid = "b85f4697-e234-5449-a836-ec8e2f98b302"
+version = "1.1.0"
+
 [[SortingAlgorithms]]
 deps = ["DataStructures", "Random", "Test"]
 git-tree-sha1 = "03f5898c9959f8115e30bc7226ada7d0df554ddd"
@@ -904,16 +1275,22 @@ deps = ["LinearAlgebra", "Random"]
 uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 
 [[SpecialFunctions]]
-deps = ["OpenSpecFun_jll"]
-git-tree-sha1 = "bf68b90f72f81dd1519b289b7403c591cfdd6a88"
+deps = ["ChainRulesCore", "OpenSpecFun_jll"]
+git-tree-sha1 = "5919936c0e92cff40e57d0ddf0ceb667d42e5902"
 uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
-version = "1.0.0"
+version = "1.3.0"
+
+[[SpectralClustering]]
+deps = ["ArnoldiMethod", "Arpack", "Clustering", "ColorTypes", "GraphRecipes", "LightGraphs", "LinearAlgebra", "NearestNeighbors", "Plots", "SparseArrays", "Statistics", "StatsBase"]
+git-tree-sha1 = "085361b986546da28d16474cfcb8b28479b80d2d"
+uuid = "a9453432-0461-11e9-1276-9b1ac3d3d0c6"
+version = "0.1.2"
 
 [[StatProfilerHTML]]
 deps = ["Base64", "DataStructures", "Dates", "FlameGraphs", "HAML", "Profile", "Test"]
-git-tree-sha1 = "0938489df028d4158d244888dde415b3941f81e9"
+git-tree-sha1 = "936380cb0efc66b996a5b93780c6b8f773f7f57b"
 uuid = "a8a75453-ed82-57c9-9e16-4cd1196ecbf5"
-version = "1.2.0"
+version = "1.2.1"
 
 [[StaticArrays]]
 deps = ["LinearAlgebra", "Random", "Statistics"]
@@ -927,9 +1304,9 @@ uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
 
 [[StatsBase]]
 deps = ["DataAPI", "DataStructures", "LinearAlgebra", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics"]
-git-tree-sha1 = "7bab7d4eb46b225b35179632852b595a3162cb61"
+git-tree-sha1 = "19bfcb46245f69ff4013b3df3b977a289852c3a1"
 uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
-version = "0.33.2"
+version = "0.32.2"
 
 [[Strided]]
 deps = ["LinearAlgebra", "TupleTools"]
@@ -939,9 +1316,9 @@ version = "1.1.1"
 
 [[StructArrays]]
 deps = ["Adapt", "DataAPI", "Tables"]
-git-tree-sha1 = "8099ed9fb90b6e754d6ba8c6ed8670f010eadca0"
+git-tree-sha1 = "26ea43b4be7e919a2390c3c0f824e7eb4fc19a0a"
 uuid = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
-version = "0.4.4"
+version = "0.5.0"
 
 [[TableTraits]]
 deps = ["IteratorInterfaceExtensions"]
@@ -951,9 +1328,9 @@ version = "1.0.0"
 
 [[Tables]]
 deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "TableTraits", "Test"]
-git-tree-sha1 = "5131a624173d532299d1c7eb05341c18112b21b8"
+git-tree-sha1 = "a9ff3dfec713c6677af435d6a6d65f9744feef67"
 uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
-version = "1.2.1"
+version = "1.4.1"
 
 [[TensorOperations]]
 deps = ["CUDA", "LRUCache", "LinearAlgebra", "Requires", "Strided", "TupleTools"]
@@ -965,23 +1342,35 @@ version = "3.1.0"
 deps = ["Distributed", "InteractiveUtils", "Logging", "Random"]
 uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
+[[ThreadPools]]
+deps = ["Printf", "RecipesBase", "Statistics"]
+git-tree-sha1 = "705ccc29d575b87cceb359dfea19f4653d06df8f"
+uuid = "b189fb0b-2eb5-4ed4-bc0c-d34c51242431"
+version = "1.2.1"
+
 [[TimeZones]]
 deps = ["Dates", "EzXML", "Mocking", "Pkg", "Printf", "RecipesBase", "Serialization", "Unicode"]
-git-tree-sha1 = "e8a5ab7e56d23bf147585001d33d969c655d4091"
+git-tree-sha1 = "4ba8a9579a243400db412b50300cd61d7447e583"
 uuid = "f269a46b-ccf7-5d73-abea-4c690281aa53"
-version = "1.5.2"
+version = "1.5.3"
 
 [[TimerOutputs]]
 deps = ["Printf"]
-git-tree-sha1 = "3318281dd4121ecf9713ce1383b9ace7d7476fdd"
+git-tree-sha1 = "32cdbe6cd2d214c25a0b88f985c9e0092877c236"
 uuid = "a759f4b9-e2f1-59dc-863e-4aeb61b1ea8f"
-version = "0.5.7"
+version = "0.5.8"
 
 [[TupleTools]]
 git-tree-sha1 = "62a7a6cd5a608ff71cecfdb612e67a0897836069"
 uuid = "9d95972d-f1c8-5527-a6e0-b4b365fa01f6"
 version = "1.2.0"
 
+[[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"
@@ -1011,6 +1400,30 @@ git-tree-sha1 = "2839f1c1296940218e35df0bbb220f2a79686670"
 uuid = "2381bf8a-dfd0-557d-9999-79630e7b1b91"
 version = "1.18.0+4"
 
+[[WebIO]]
+deps = ["AssetRegistry", "Base64", "Distributed", "FunctionalCollections", "JSON", "Logging", "Observables", "Pkg", "Random", "Requires", "Sockets", "UUIDs", "WebSockets", "Widgets"]
+git-tree-sha1 = "adc25e225bc334c7df6eec3b39496edfc451cc38"
+uuid = "0f1e0344-ec1d-5b48-a673-e5cf874b6c29"
+version = "0.8.15"
+
+[[WebSockets]]
+deps = ["Base64", "Dates", "HTTP", "Logging", "Sockets"]
+git-tree-sha1 = "f91a602e25fe6b89afc93cf02a4ae18ee9384ce3"
+uuid = "104b5d7c-a370-577a-8038-80a2059c5097"
+version = "1.5.9"
+
+[[Widgets]]
+deps = ["Colors", "Dates", "Observables", "OrderedCollections"]
+git-tree-sha1 = "fc0feda91b3fef7fe6948ee09bb628f882b49ca4"
+uuid = "cc8bc4a8-27d6-5769-a93b-9d913e69aa62"
+version = "0.6.2"
+
+[[WoodburyMatrices]]
+deps = ["LinearAlgebra", "SparseArrays"]
+git-tree-sha1 = "59e2ad8fd1591ea019a5259bd012d7aee15f995c"
+uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
+version = "0.5.3"
+
 [[XML2_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Pkg", "Zlib_jll"]
 git-tree-sha1 = "be0db24f70aae7e2b89f2f3092e93b8606d659a6"
@@ -1035,12 +1448,24 @@ git-tree-sha1 = "4e490d5c960c314f33885790ed410ff3a94ce67e"
 uuid = "0c0b7dd1-d40b-584c-a123-a41640f87eec"
 version = "1.0.9+4"
 
+[[Xorg_libXcomposite_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXfixes_jll"]
+git-tree-sha1 = "7c688ca9c957837539bbe1c53629bb871025e423"
+uuid = "3c9796d7-64a0-5134-86ad-79f8eb684845"
+version = "0.4.5+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_libXdamage_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXfixes_jll"]
+git-tree-sha1 = "fe4ffb2024ba3eddc862c6e1d70e2b070cd1c2bf"
+uuid = "0aeada51-83db-5f97-b67e-184615cfc6f6"
+version = "1.1.5+4"
+
 [[Xorg_libXdmcp_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
 git-tree-sha1 = "4fe47bd2247248125c428978740e18a681372dd4"
@@ -1083,6 +1508,12 @@ git-tree-sha1 = "19560f30fd49f4d4efbe7002a1037f8c43d43b96"
 uuid = "ea2f1a96-1ddc-540d-b46f-429655e07cfa"
 version = "0.9.10+4"
 
+[[Xorg_libXtst_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll", "Xorg_libXfixes_jll", "Xorg_libXi_jll"]
+git-tree-sha1 = "0c0a60851f44add2a64069ddf213e941c30ed93c"
+uuid = "b6f176f1-7aea-5357-ad67-1d3e565ea1c6"
+version = "1.2.3+4"
+
 [[Xorg_libpthread_stubs_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
 git-tree-sha1 = "6783737e45d3c59a4a4c4091f5f88cdcf0908cbb"
@@ -1149,6 +1580,18 @@ git-tree-sha1 = "79c31e7844f6ecf779705fbc12146eb190b7d845"
 uuid = "c5fb5394-a638-5e4d-96e5-b29de1b5cf10"
 version = "1.4.0+3"
 
+[[ZMQ]]
+deps = ["FileWatching", "Sockets", "ZeroMQ_jll"]
+git-tree-sha1 = "fc68e8a3719166950a0f3e390a14c7302c48f8de"
+uuid = "c2297ded-f4af-51ae-bb23-16f91089e4e1"
+version = "1.2.1"
+
+[[ZeroMQ_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "libsodium_jll"]
+git-tree-sha1 = "74a74a3896b63980734cc876da8a103454559fe8"
+uuid = "8f1865be-045e-5c20-9c9f-bfbfb0764568"
+version = "4.3.2+6"
+
 [[ZipFile]]
 deps = ["Libdl", "Printf", "Zlib_jll"]
 git-tree-sha1 = "c3a5637e27e914a7a445b8d0ad063d701931e9f7"
@@ -1163,9 +1606,45 @@ version = "1.2.11+18"
 
 [[Zstd_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "6f1abcb0c44f184690912aa4b0ba861dd64f11b9"
+git-tree-sha1 = "2c1332c54931e83f8f94d310fa447fd743e8d600"
 uuid = "3161d3a3-bdf6-5164-811a-617609db77b4"
-version = "1.4.5+2"
+version = "1.4.8+0"
+
+[[adwaita_icon_theme_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "hicolor_icon_theme_jll"]
+git-tree-sha1 = "37c9a36ccb876e02876c8a654f1b2e8c1b443a78"
+uuid = "b437f822-2cd6-5e08-a15c-8bac984d38ee"
+version = "3.33.92+5"
+
+[[at_spi2_atk_jll]]
+deps = ["ATK_jll", "Artifacts", "JLLWrappers", "Libdl", "Pkg", "XML2_jll", "Xorg_libX11_jll", "at_spi2_core_jll"]
+git-tree-sha1 = "f16ae690aca4761f33d2cb338ee9899e541f5eae"
+uuid = "de012916-1e3f-58c2-8f29-df3ef51d412d"
+version = "2.34.1+4"
+
+[[at_spi2_core_jll]]
+deps = ["Artifacts", "Dbus_jll", "Glib_jll", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXtst_jll"]
+git-tree-sha1 = "d2d540cd145f2b2933614649c029d222fe125188"
+uuid = "0fc3237b-ac94-5853-b45c-d43d59a06200"
+version = "2.34.0+4"
+
+[[gdk_pixbuf_jll]]
+deps = ["Artifacts", "Glib_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pkg", "Xorg_libX11_jll", "libpng_jll"]
+git-tree-sha1 = "031f60d4362fba8f8778b31047491823f5a73000"
+uuid = "da03df04-f53b-5353-a52f-6a8b0620ced0"
+version = "2.38.2+9"
+
+[[hicolor_icon_theme_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "b458a6f6fc2b1a8ca74ed63852e4eaf43fb9f5ea"
+uuid = "059c91fe-1bad-52ad-bddd-f7b78713c282"
+version = "0.17.0+3"
+
+[[iso_codes_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "5ee24c3ae30e006117ec2da5ea50f2ce457c019a"
+uuid = "bf975903-5238-5d20-8243-bc370bc1e7e5"
+version = "4.3.0+4"
 
 [[libass_jll]]
 deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
@@ -1185,6 +1664,12 @@ git-tree-sha1 = "6abbc424248097d69c0c87ba50fcb0753f93e0ee"
 uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
 version = "1.6.37+6"
 
+[[libsodium_jll]]
+deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "8ebe4f8eeb6ba5115eaf9a7301b635c3f3f28947"
+uuid = "a9144af2-ca23-56d9-984f-0d03f7b5ccf8"
+version = "1.0.19+0"
+
 [[libvorbis_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
 git-tree-sha1 = "fa14ac25af7a4b8a7f61b287a124df7aab601bcd"