update project

Author: TheMrGhostman

Diff for: interactive_notebooks/Manifest.toml

@@ -2,7 +2,18 @@
 
 julia_version = "1.10.0"
 manifest_format = "2.0"
-project_hash = "ca141a29eb4222ca691ad805463e630faabbbeca"
+project_hash = "b081521bf2c2c2e5f18e833b3e9e4564d5322036"
+
+[[deps.AbstractFFTs]]
+deps = ["LinearAlgebra"]
+git-tree-sha1 = "d92ad398961a3ed262d8bf04a1a2b8340f915fef"
+uuid = "621f4979-c628-5d54-868e-fcf4e3e8185c"
+version = "1.5.0"
+weakdeps = ["ChainRulesCore", "Test"]
+
+    [deps.AbstractFFTs.extensions]
+    AbstractFFTsChainRulesCoreExt = "ChainRulesCore"
+    AbstractFFTsTestExt = "Test"
 
 [[deps.AbstractTrees]]
 git-tree-sha1 = "2d9c9a55f9c93e8887ad391fbae72f8ef55e1177"
@@ -58,12 +69,23 @@ git-tree-sha1 = "8873e196c2eb87962a2048b3b8e08946535864a1"
 uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
 version = "1.0.8+2"
 
+[[deps.CEnum]]
+git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc"
+uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82"
+version = "0.5.0"
+
 [[deps.Cairo_jll]]
 deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
 git-tree-sha1 = "009060c9a6168704143100f36ab08f06c2af4642"
 uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a"
 version = "1.18.2+1"
 
+[[deps.ChainRules]]
+deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"]
+git-tree-sha1 = "bcffdcaed50d3453673b852f3522404a94b50fad"
+uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2"
+version = "1.72.1"
+
 [[deps.ChainRulesCore]]
 deps = ["Compat", "LinearAlgebra"]
 git-tree-sha1 = "3e4b134270b372f2ed4d4d0e936aabaefc1802bc"
@@ -74,6 +96,12 @@ weakdeps = ["SparseArrays"]
     [deps.ChainRulesCore.extensions]
     ChainRulesCoreSparseArraysExt = "SparseArrays"
 
+[[deps.ChainRulesTestUtils]]
+deps = ["ChainRulesCore", "Compat", "FiniteDifferences", "LinearAlgebra", "Random", "Suppressor", "Test"]
+git-tree-sha1 = "cffe963ae0879e455d74ffd8243348293d72988a"
+uuid = "cdddcdb0-9152-4a09-a978-84456f9df70a"
+version = "1.13.0"
+
 [[deps.CodecZlib]]
 deps = ["TranscodingStreams", "Zlib_jll"]
 git-tree-sha1 = "bce6804e5e6044c6daab27bb533d1295e4a2e759"
@@ -97,19 +125,23 @@ deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "Requires", "Statist
 git-tree-sha1 = "a1f44953f2382ebb937d60dafbe2deea4bd23249"
 uuid = "c3611d14-8923-5661-9e6a-0046d554d3a4"
 version = "0.10.0"
+weakdeps = ["SpecialFunctions"]
 
     [deps.ColorVectorSpace.extensions]
     SpecialFunctionsExt = "SpecialFunctions"
 
-    [deps.ColorVectorSpace.weakdeps]
-    SpecialFunctions = "276daf66-3868-5448-9aa4-cd146d93841b"
-
 [[deps.Colors]]
 deps = ["ColorTypes", "FixedPointNumbers", "Reexport"]
 git-tree-sha1 = "362a287c3aa50601b0bc359053d5c2468f0e7ce0"
 uuid = "5ae59095-9a9b-59fe-a467-6f913c188581"
 version = "0.12.11"
 
+[[deps.CommonSubexpressions]]
+deps = ["MacroTools"]
+git-tree-sha1 = "cda2cfaebb4be89c9084adaca7dd7333369715c5"
+uuid = "bbf7d656-a473-5ed7-a52c-81e309532950"
+version = "0.3.1"
+
 [[deps.Compat]]
 deps = ["TOML", "UUIDs"]
 git-tree-sha1 = "8ae8d32e09f0dcf42a36b90d4e17f5dd2e4c4215"
@@ -189,6 +221,18 @@ git-tree-sha1 = "9e2f36d3c96a820c678f2f1f1782582fcf685bae"
 uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab"
 version = "1.9.1"
 
+[[deps.DiffResults]]
+deps = ["StaticArraysCore"]
+git-tree-sha1 = "782dd5f4561f5d267313f23853baaaa4c52ea621"
+uuid = "163ba53b-c6d8-5494-b064-1a9d43ac40c5"
+version = "1.1.0"
+
+[[deps.DiffRules]]
+deps = ["IrrationalConstants", "LogExpFunctions", "NaNMath", "Random", "SpecialFunctions"]
+git-tree-sha1 = "23163d55f885173722d1e4cf0f6110cdbaf7e272"
+uuid = "b552c78f-8df3-52c6-915a-8e097449b14b"
+version = "1.15.1"
+
 [[deps.Distributed]]
 deps = ["Random", "Serialization", "Sockets"]
 uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
@@ -245,15 +289,53 @@ git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
 uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
 version = "4.4.4+1"
 
+[[deps.FileIO]]
+deps = ["Pkg", "Requires", "UUIDs"]
+git-tree-sha1 = "2dd20384bf8c6d411b5c7370865b1e9b26cb2ea3"
+uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
+version = "1.16.6"
+weakdeps = ["HTTP"]
+
+    [deps.FileIO.extensions]
+    HTTPExt = "HTTP"
+
 [[deps.FileWatching]]
 uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
 
+[[deps.FillArrays]]
+deps = ["LinearAlgebra"]
+git-tree-sha1 = "6a70198746448456524cb442b8af316927ff3e1a"
+uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
+version = "1.13.0"
+
+    [deps.FillArrays.extensions]
+    FillArraysPDMatsExt = "PDMats"
+    FillArraysSparseArraysExt = "SparseArrays"
+    FillArraysStatisticsExt = "Statistics"
+
+    [deps.FillArrays.weakdeps]
+    PDMats = "90014a1f-27ba-587c-ab20-58faa44d9150"
+    SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
+    Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
+
+[[deps.FiniteDifferences]]
+deps = ["ChainRulesCore", "LinearAlgebra", "Printf", "Random", "Richardson", "SparseArrays", "StaticArrays"]
+git-tree-sha1 = "06d76c780d657729cf20821fb5832c6cc4dfd0b5"
+uuid = "26cc04aa-876d-5657-8c51-4c34ba976000"
+version = "0.12.32"
+
 [[deps.FixedPointNumbers]]
 deps = ["Statistics"]
 git-tree-sha1 = "05882d6995ae5c12bb5f36dd2ed3f61c98cbb172"
 uuid = "53c48c17-4a7d-5ca2-90c5-79b7896eea93"
 version = "0.8.5"
 
+[[deps.FlameGraphs]]
+deps = ["AbstractTrees", "Colors", "FileIO", "FixedPointNumbers", "IndirectArrays", "LeftChildRightSiblingTrees", "Profile"]
+git-tree-sha1 = "c8bb515422866a684d9e67870fc5791e3292ad01"
+uuid = "08572546-2f56-4bcf-ba4e-bab62c3a3f89"
+version = "1.0.1"
+
 [[deps.Fontconfig_jll]]
 deps = ["Artifacts", "Bzip2_jll", "Expat_jll", "FreeType2_jll", "JLLWrappers", "Libdl", "Libuuid_jll", "Zlib_jll"]
 git-tree-sha1 = "db16beca600632c95fc8aca29890d83788dd8b23"
@@ -265,6 +347,16 @@ git-tree-sha1 = "9c68794ef81b08086aeb32eeaf33531668d5f5fc"
 uuid = "1fa38f19-a742-5d3f-a2b9-30dd87b9d5f8"
 version = "1.3.7"
 
+[[deps.ForwardDiff]]
+deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "LinearAlgebra", "LogExpFunctions", "NaNMath", "Preferences", "Printf", "Random", "SpecialFunctions"]
+git-tree-sha1 = "a2df1b776752e3f344e5116c06d75a10436ab853"
+uuid = "f6369f11-7733-5829-9624-2563aa707210"
+version = "0.10.38"
+weakdeps = ["StaticArrays"]
+
+    [deps.ForwardDiff.extensions]
+    ForwardDiffStaticArraysExt = "StaticArrays"
+
 [[deps.FreeType2_jll]]
 deps = ["Artifacts", "Bzip2_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
 git-tree-sha1 = "5c1d8ae0efc6c2e7b1fc502cbe25def8f661b7bc"
@@ -283,6 +375,18 @@ git-tree-sha1 = "532f9126ad901533af1d4f5c198867227a7bb077"
 uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
 version = "3.4.0+1"
 
+[[deps.GPUArrays]]
+deps = ["Adapt", "GPUArraysCore", "LLVM", "LinearAlgebra", "Printf", "Random", "Reexport", "Serialization", "Statistics"]
+git-tree-sha1 = "62ee71528cca49be797076a76bdc654a170a523e"
+uuid = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7"
+version = "10.3.1"
+
+[[deps.GPUArraysCore]]
+deps = ["Adapt"]
+git-tree-sha1 = "ec632f177c0d990e64d955ccc1b8c04c485a0950"
+uuid = "46192b85-c4d5-4398-a991-12ede77f4527"
+version = "0.1.6"
+
 [[deps.GR]]
 deps = ["Artifacts", "Base64", "DelimitedFiles", "Downloads", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Preferences", "Printf", "Qt6Wayland_jll", "Random", "Serialization", "Sockets", "TOML", "Tar", "Test", "p7zip_jll"]
 git-tree-sha1 = "ee28ddcd5517d54e417182fec3886e7412d3926f"
@@ -371,6 +475,17 @@ git-tree-sha1 = "1702f79fa30f56b68d5b2fd6fb3a9a14ff6f9130"
 uuid = "7073ff75-c697-5162-941a-fcdaad2a7d2a"
 version = "1.25.0"
 
+[[deps.IRTools]]
+deps = ["InteractiveUtils", "MacroTools"]
+git-tree-sha1 = "950c3717af761bc3ff906c2e8e52bd83390b6ec2"
+uuid = "7869d1d1-7146-5819-86e3-90919afe41df"
+version = "0.4.14"
+
+[[deps.IndirectArrays]]
+git-tree-sha1 = "012e604e1c7458645cb8b436f8fba789a51b257f"
+uuid = "9b13fd28-a010-5f03-acff-a1bbcff69959"
+version = "1.0.0"
+
 [[deps.Inflate]]
 git-tree-sha1 = "d1b1b796e47d94588b3757fe84fbf65a5ec4a80d"
 uuid = "d25df0c9-e2be-5dd7-82c8-3ad0b3e990b9"
@@ -441,6 +556,24 @@ git-tree-sha1 = "36bdbc52f13a7d1dcb0f3cd694e01677a515655b"
 uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
 version = "4.0.0+0"
 
+[[deps.LLVM]]
+deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Unicode"]
+git-tree-sha1 = "d422dfd9707bec6617335dc2ea3c5172a87d5908"
+uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
+version = "9.1.3"
+
+    [deps.LLVM.extensions]
+    BFloat16sExt = "BFloat16s"
+
+    [deps.LLVM.weakdeps]
+    BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b"
+
+[[deps.LLVMExtra_jll]]
+deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
+git-tree-sha1 = "05a8bd5a42309a9ec82f700876903abce1017dd3"
+uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
+version = "0.0.34+0"
+
 [[deps.LLVMOpenMP_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
 git-tree-sha1 = "78211fb6cbc872f77cad3fc0b6cf647d923f4929"
@@ -474,6 +607,16 @@ version = "0.16.5"
     SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
     SymEngine = "123dc426-2d89-5057-bbad-38513e3affd8"
 
+[[deps.LazyArtifacts]]
+deps = ["Artifacts", "Pkg"]
+uuid = "4af54fe1-eca0-43a8-85a7-787d91b784e3"
+
+[[deps.LeftChildRightSiblingTrees]]
+deps = ["AbstractTrees"]
+git-tree-sha1 = "fb6803dafae4a5d62ea5cab204b1e657d9737e7f"
+uuid = "1d6d02ad-be62-4b6b-8a6d-2f90e265016e"
+version = "0.2.0"
+
 [[deps.LibCURL]]
 deps = ["LibCURL_jll", "MozillaCACerts_jll"]
 uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
@@ -674,6 +817,12 @@ git-tree-sha1 = "7493f61f55a6cce7325f197443aa80d32554ba10"
 uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95"
 version = "3.0.15+1"
 
+[[deps.OpenSpecFun_jll]]
+deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
+git-tree-sha1 = "13652491f6856acfd2db29360e1bbcd4565d04f1"
+uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e"
+version = "0.5.5+0"
+
 [[deps.Opus_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl"]
 git-tree-sha1 = "6703a85cb3781bd5909d48730a67205f3f31a575"
@@ -770,6 +919,12 @@ uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
 deps = ["Printf"]
 uuid = "9abbd945-dff8-562f-b5e8-e1ebf5ef1b79"
 
+[[deps.ProfileSVG]]
+deps = ["Colors", "FlameGraphs", "Profile", "UUIDs"]
+git-tree-sha1 = "95ef58783baaa61cd227342b7b605d8a4dfba4a9"
+uuid = "132c30aa-f267-4189-9183-c8a63c7e05e6"
+version = "0.2.2"
+
 [[deps.Qt6Base_jll]]
 deps = ["Artifacts", "CompilerSupportLibraries_jll", "Fontconfig_jll", "Glib_jll", "JLLWrappers", "Libdl", "Libglvnd_jll", "OpenSSL_jll", "Vulkan_Loader_jll", "Xorg_libSM_jll", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Xorg_libxcb_jll", "Xorg_xcb_util_cursor_jll", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_keysyms_jll", "Xorg_xcb_util_renderutil_jll", "Xorg_xcb_util_wm_jll", "Zlib_jll", "libinput_jll", "xkbcommon_jll"]
 git-tree-sha1 = "492601870742dcd38f233b23c3ec629628c1d724"
@@ -812,6 +967,12 @@ weakdeps = ["FixedPointNumbers"]
     [deps.Ratios.extensions]
     RatiosFixedPointNumbersExt = "FixedPointNumbers"
 
+[[deps.RealDot]]
+deps = ["LinearAlgebra"]
+git-tree-sha1 = "9f0a1b71baaf7650f4fa8a1d168c7fb6ee41f0c9"
+uuid = "c1ae055f-0cd5-4b69-90a6-9a35b1a98df9"
+version = "0.1.0"
+
 [[deps.RecipesBase]]
 deps = ["PrecompileTools"]
 git-tree-sha1 = "5c3d09cc4f31f5fc6af001c250bf1278733100ff"
@@ -841,6 +1002,12 @@ git-tree-sha1 = "838a3a4188e2ded87a4f9f184b4b0d78a1e91cb7"
 uuid = "ae029012-a4dd-5104-9daa-d747884805df"
 version = "1.3.0"
 
+[[deps.Richardson]]
+deps = ["LinearAlgebra"]
+git-tree-sha1 = "48f038bfd83344065434089c2a79417f38715c41"
+uuid = "708f8203-808e-40c0-ba2d-98a6953ed40d"
+version = "1.4.2"
+
 [[deps.SHA]]
 uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
 version = "0.7.0"
@@ -895,6 +1062,22 @@ deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
 uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
 version = "1.10.0"
 
+[[deps.SparseInverseSubset]]
+deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
+git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
+uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
+version = "0.1.2"
+
+[[deps.SpecialFunctions]]
+deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
+git-tree-sha1 = "2f5d4697f21388cbe1ff299430dd169ef97d7e14"
+uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
+version = "2.4.0"
+weakdeps = ["ChainRulesCore"]
+
+    [deps.SpecialFunctions.extensions]
+    SpecialFunctionsChainRulesCoreExt = "ChainRulesCore"
+
 [[deps.StableRNGs]]
 deps = ["Random"]
 git-tree-sha1 = "83e6cce8324d49dfaf9ef059227f91ed4441a8e5"
@@ -939,24 +1122,29 @@ deps = ["ConstructionBase", "DataAPI", "Tables"]
 git-tree-sha1 = "f4dc295e983502292c4c3f951dbb4e985e35b3be"
 uuid = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
 version = "0.6.18"
+weakdeps = ["Adapt", "GPUArraysCore", "SparseArrays", "StaticArrays"]
 
     [deps.StructArrays.extensions]
     StructArraysAdaptExt = "Adapt"
     StructArraysGPUArraysCoreExt = "GPUArraysCore"
     StructArraysSparseArraysExt = "SparseArrays"
     StructArraysStaticArraysExt = "StaticArrays"
 
-    [deps.StructArrays.weakdeps]
-    Adapt = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
-    GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527"
-    SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
-    StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
+[[deps.SuiteSparse]]
+deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
+uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"
 
 [[deps.SuiteSparse_jll]]
 deps = ["Artifacts", "Libdl", "libblastrampoline_jll"]
 uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
 version = "7.2.1+1"
 
+[[deps.Suppressor]]
+deps = ["Logging"]
+git-tree-sha1 = "6dbb5b635c5437c68c28c2ac9e39b87138f37c0a"
+uuid = "fd094767-a336-5f1f-9728-57cf17d0bbfb"
+version = "0.2.8"
+
 [[deps.TOML]]
 deps = ["Dates"]
 uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76"
@@ -1251,6 +1439,28 @@ git-tree-sha1 = "555d1076590a6cc2fdee2ef1469451f872d8b41b"
 uuid = "3161d3a3-bdf6-5164-811a-617609db77b4"
 version = "1.5.6+1"
 
+[[deps.Zygote]]
+deps = ["AbstractFFTs", "ChainRules", "ChainRulesCore", "DiffRules", "Distributed", "FillArrays", "ForwardDiff", "GPUArrays", "GPUArraysCore", "IRTools", "InteractiveUtils", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NaNMath", "PrecompileTools", "Random", "Requires", "SparseArrays", "SpecialFunctions", "Statistics", "ZygoteRules"]
+git-tree-sha1 = "c7dc3148a64d1cd3768c29b3db5972d1c302661b"
+uuid = "e88e6eb3-aa80-5325-afca-941959d7151f"
+version = "0.6.73"
+
+    [deps.Zygote.extensions]
+    ZygoteColorsExt = "Colors"
+    ZygoteDistancesExt = "Distances"
+    ZygoteTrackerExt = "Tracker"
+
+    [deps.Zygote.weakdeps]
+    Colors = "5ae59095-9a9b-59fe-a467-6f913c188581"
+    Distances = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
+    Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
+
+[[deps.ZygoteRules]]
+deps = ["ChainRulesCore", "MacroTools"]
+git-tree-sha1 = "27798139afc0a2afa7b1824c206d5e87ea587a00"
+uuid = "700de1a5-db45-46bc-99cf-38207098b444"
+version = "0.2.5"
+
 [[deps.eudev_jll]]
 deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
 git-tree-sha1 = "431b678a28ebb559d224c0b6b6d01afce87c51ba"