diff --git a/demo/Manifest.toml b/demo/Manifest.toml new file mode 100644 index 00000000..1785f86d --- /dev/null +++ b/demo/Manifest.toml @@ -0,0 +1,2486 @@ +# This file is machine-generated - editing it directly is not advised + +julia_version = "1.9.4" +manifest_format = "2.0" +project_hash = "0f9fd719da9147b5520938c78261325bcacef3c0" + +[[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.AbstractNFFTs]] +deps = ["LinearAlgebra", "Printf"] +git-tree-sha1 = "292e21e99dedb8621c15f185b8fdb4260bb3c429" +uuid = "7f219486-4aa7-41d6-80a7-e08ef20ceed7" +version = "0.8.2" + +[[deps.Accessors]] +deps = ["CompositionsBase", "ConstructionBase", "InverseFunctions", "LinearAlgebra", "MacroTools", "Markdown"] +git-tree-sha1 = "b392ede862e506d451fc1616e79aa6f4c673dab8" +uuid = "7d9f7c33-5ae7-4f3b-8dc6-eff91059b697" +version = "0.1.38" + + [deps.Accessors.extensions] + AccessorsAxisKeysExt = "AxisKeys" + AccessorsDatesExt = "Dates" + AccessorsIntervalSetsExt = "IntervalSets" + AccessorsStaticArraysExt = "StaticArrays" + AccessorsStructArraysExt = "StructArrays" + AccessorsTestExt = "Test" + AccessorsUnitfulExt = "Unitful" + + [deps.Accessors.weakdeps] + AxisKeys = "94b1ba4f-4ee9-5380-92f1-94cde586c3c5" + Dates = "ade2ca70-3891-5945-98fb-dc099432e06a" + IntervalSets = "8197267c-284f-5f27-9208-e0e47529a953" + Requires = "ae029012-a4dd-5104-9daa-d747884805df" + StaticArrays = "90137ffa-7385-5640-81b9-e52037218182" + StructArrays = "09ab397b-f2b6-538f-b94a-2f83cf4a842a" + Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40" + Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d" + +[[deps.Adapt]] +deps = ["LinearAlgebra", "Requires"] +git-tree-sha1 = "cde29ddf7e5726c9fb511f340244ea3481267608" +uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e" +version = "3.7.2" +weakdeps = ["StaticArrays"] + + [deps.Adapt.extensions] + AdaptStaticArraysExt = "StaticArrays" + +[[deps.AliasTables]] +deps = ["PtrArrays", "Random"] +git-tree-sha1 = "9876e1e164b144ca45e9e3198d0b689cadfed9ff" +uuid = "66dad0bd-aa9a-41b7-9441-69ab47430ed8" +version = "1.1.3" + +[[deps.ArgCheck]] +git-tree-sha1 = "a3a402a35a2f7e0b87828ccabbd5ebfbebe356b4" +uuid = "dce04be8-c92d-5529-be00-80e4d2c0e197" +version = "2.3.0" + +[[deps.ArgTools]] +uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f" +version = "1.1.1" + +[[deps.ArrayInterface]] +deps = ["Adapt", "LinearAlgebra", "Requires", "SparseArrays", "SuiteSparse"] +git-tree-sha1 = "c5aeb516a84459e0318a02507d2261edad97eb75" +uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9" +version = "7.7.1" + + [deps.ArrayInterface.extensions] + ArrayInterfaceBandedMatricesExt = "BandedMatrices" + ArrayInterfaceBlockBandedMatricesExt = "BlockBandedMatrices" + ArrayInterfaceCUDAExt = "CUDA" + ArrayInterfaceGPUArraysCoreExt = "GPUArraysCore" + ArrayInterfaceStaticArraysCoreExt = "StaticArraysCore" + ArrayInterfaceTrackerExt = "Tracker" + + [deps.ArrayInterface.weakdeps] + BandedMatrices = "aae01518-5342-5314-be14-df237901396f" + BlockBandedMatrices = "ffab5731-97b5-5995-9138-79e8c1846df0" + CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba" + GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527" + StaticArraysCore = "1e83bf80-4336-4d27-bf5d-d5a4f845583c" + Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" + +[[deps.Artifacts]] +uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33" + +[[deps.AssetRegistry]] +deps = ["Distributed", "JSON", "Pidfile", "SHA", "Test"] +git-tree-sha1 = "b25e88db7944f98789130d7b503276bc34bc098e" +uuid = "bf4720bc-e11a-5d0c-854e-bdca1663c893" +version = "0.1.0" + +[[deps.Atomix]] +deps = ["UnsafeAtomics"] +git-tree-sha1 = "c06a868224ecba914baa6942988e2f2aade419be" +uuid = "a9b6321e-bd34-4604-b9c9-b65b8de01458" +version = "0.1.0" + +[[deps.AxisAlgorithms]] +deps = ["LinearAlgebra", "Random", "SparseArrays", "WoodburyMatrices"] +git-tree-sha1 = "66771c8d21c8ff5e3a93379480a2307ac36863f7" +uuid = "13072b0f-2c55-5437-9ae7-d433b7a33950" +version = "1.0.1" + +[[deps.AxisArrays]] +deps = ["Dates", "IntervalSets", "IterTools", "RangeArrays"] +git-tree-sha1 = "16351be62963a67ac4083f748fdb3cca58bfd52f" +uuid = "39de3d68-74b9-583c-8d2d-e117c070f3a9" +version = "0.4.7" + +[[deps.BFloat16s]] +deps = ["LinearAlgebra", "Printf", "Random", "Test"] +git-tree-sha1 = "dbf84058d0a8cbbadee18d25cf606934b22d7c66" +uuid = "ab4f0b2a-ad5b-11e8-123f-65d77653426b" +version = "0.4.2" + +[[deps.BangBang]] +deps = ["Accessors", "ConstructionBase", "InitialValues", "LinearAlgebra", "Requires"] +git-tree-sha1 = "e2144b631226d9eeab2d746ca8880b7ccff504ae" +uuid = "198e06fe-97b7-11e9-32a5-e1d131e6ad66" +version = "0.4.3" + + [deps.BangBang.extensions] + BangBangChainRulesCoreExt = "ChainRulesCore" + BangBangDataFramesExt = "DataFrames" + BangBangStaticArraysExt = "StaticArrays" + BangBangStructArraysExt = "StructArrays" + BangBangTablesExt = "Tables" + BangBangTypedTablesExt = "TypedTables" + + [deps.BangBang.weakdeps] + ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" + DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" + StaticArrays = "90137ffa-7385-5640-81b9-e52037218182" + StructArrays = "09ab397b-f2b6-538f-b94a-2f83cf4a842a" + Tables = "bd369af6-aec1-5ad0-b16a-f7cc5008161c" + TypedTables = "9d95f2ec-7b3d-5a63-8d20-e2491e220bb9" + +[[deps.Base64]] +uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f" + +[[deps.Baselet]] +git-tree-sha1 = "aebf55e6d7795e02ca500a689d326ac979aaf89e" +uuid = "9718e550-a3fa-408a-8086-8db961cd8217" +version = "0.1.1" + +[[deps.BasicInterpolators]] +deps = ["LinearAlgebra", "Memoize", "Random"] +git-tree-sha1 = "3f7be532673fc4a22825e7884e9e0e876236b12a" +uuid = "26cce99e-4866-4b6d-ab74-862489e035e0" +version = "0.7.1" + +[[deps.Bijections]] +git-tree-sha1 = "d8b0439d2be438a5f2cd68ec158fe08a7b2595b7" +uuid = "e2ed5e7c-b2de-5872-ae92-c73ca462fb04" +version = "0.1.9" + +[[deps.BitFlags]] +git-tree-sha1 = "0691e34b3bb8be9307330f88d1a3c3f25466c24d" +uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35" +version = "0.1.9" + +[[deps.Blink]] +deps = ["Base64", "Distributed", "HTTP", "JSExpr", "JSON", "Lazy", "Logging", "MacroTools", "Mustache", "Mux", "Pkg", "Reexport", "Sockets", "WebIO"] +git-tree-sha1 = "bc93511973d1f949d45b0ea17878e6cb0ad484a1" +uuid = "ad839575-38b3-5650-b840-f874b8c74a25" +version = "0.12.9" + +[[deps.Bzip2_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] +git-tree-sha1 = "9e2a6b69137e6969bab0152632dcb3bc108c8bdd" +uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0" +version = "1.0.8+1" + +[[deps.CEnum]] +git-tree-sha1 = "eb4cb44a499229b3b8426dcfb5dd85333951ff90" +uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82" +version = "0.4.2" + +[[deps.CFITSIO]] +deps = ["CFITSIO_jll"] +git-tree-sha1 = "fc0abb338eb8d90bc186ccf0a47c90825952c950" +uuid = "3b1b4be9-1499-4b22-8d78-7db3344d1961" +version = "1.4.2" + +[[deps.CFITSIO_jll]] +deps = ["Artifacts", "JLLWrappers", "LibCURL_jll", "Libdl", "Zlib_jll"] +git-tree-sha1 = "b90d32054fc88f97dd926022f554180e744e4d7d" +uuid = "b3e40c51-02ae-5482-8a39-3ace5868dcf4" +version = "4.4.0+0" + +[[deps.CMBLensing]] +deps = ["AbstractFFTs", "Adapt", "Bijections", "ChainRules", "CodecZlib", "Combinatorics", "ComponentArrays", "CompositeStructs", "CoordinateTransformations", "DataStructures", "DelimitedFiles", "Distributed", "Distributions", "EllipsisNotation", "FFTW", "FileIO", "Formatting", "ForwardDiff", "Healpix", "ImageFiltering", "ImageMorphology", "Images", "InteractiveUtils", "Interpolations", "IterTools", "JLD2", "KahanSummation", "Lazy", "Libdl", "LinearAlgebra", "Loess", "MCMCDiagnosticTools", "MacroTools", "Markdown", "Match", "Measurements", "Memoization", "NFFT", "NamedTupleTools", "Optim", "PDMats", "Pkg", "PlotUtils", "PrecompileTools", "Preferences", "Printf", "ProgressMeter", "QuadGK", "Random", "RecipesBase", "Requires", "Roots", "Rotations", "Serialization", "Setfield", "SparseArrays", "StaticArrays", "Statistics", "StatsBase", "TimerOutputs", "Tullio", "UnPack", "Zygote"] +path = ".." +uuid = "b60c06c0-7e54-11e8-3788-4bd722d65317" +version = "0.10.1" + + [deps.CMBLensing.extensions] + CMBLensingCUDAExt = "CUDA" + CMBLensingMuseInferenceExt = "MuseInference" + CMBLensingPythonCallExt = "PythonCall" + CMBLensingPythonPlotExt = "PythonPlot" + + [deps.CMBLensing.weakdeps] + CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba" + CUDAKernels = "72cfdca4-0801-4ab0-bf6a-d52aa10adc57" + KernelAbstractions = "63c18a36-062a-441e-b654-da1e3ab1ce7c" + MuseInference = "43b88160-90c7-4f71-933b-9d65205cd921" + PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d" + PythonPlot = "274fc56d-3b97-40fa-a1cd-1b4a50311bf9" + +[[deps.CUDA]] +deps = ["AbstractFFTs", "Adapt", "BFloat16s", "CEnum", "CUDA_Driver_jll", "CUDA_Runtime_Discovery", "CUDA_Runtime_jll", "ExprTools", "GPUArrays", "GPUCompiler", "KernelAbstractions", "LLVM", "LazyArtifacts", "Libdl", "LinearAlgebra", "Logging", "Preferences", "Printf", "Random", "Random123", "RandomNumbers", "Reexport", "Requires", "SparseArrays", "SpecialFunctions", "UnsafeAtomicsLLVM"] +git-tree-sha1 = "b2e58316a391bddc8b9234ca4aa484eba6878ef2" +uuid = "052768ef-5323-5732-b1bb-66c8b64840ba" +version = "4.4.2" + +[[deps.CUDA_Driver_jll]] +deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "Pkg"] +git-tree-sha1 = "498f45593f6ddc0adff64a9310bb6710e851781b" +uuid = "4ee394cb-3365-5eb0-8335-949819d2adfc" +version = "0.5.0+1" + +[[deps.CUDA_Runtime_Discovery]] +deps = ["Libdl"] +git-tree-sha1 = "38f830504358e9972d2a0c3e5d51cb865e0733df" +uuid = "1af6417a-86b4-443c-805f-a4643ffb695f" +version = "0.2.4" + +[[deps.CUDA_Runtime_jll]] +deps = ["Artifacts", "CUDA_Driver_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"] +git-tree-sha1 = "5248d9c45712e51e27ba9b30eebec65658c6ce29" +uuid = "76a88914-d11a-5bdc-97e0-2f5a05c973a2" +version = "0.6.0+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.Calculus]] +deps = ["LinearAlgebra"] +git-tree-sha1 = "f641eb0a4f00c343bbc32346e1217b86f3ce9dad" +uuid = "49dc2e85-a5d0-5ad3-a950-438e2897f1b9" +version = "0.5.1" + +[[deps.CatIndices]] +deps = ["CustomUnitRanges", "OffsetArrays"] +git-tree-sha1 = "a0f80a09780eed9b1d106a1bf62041c2efc995bc" +uuid = "aafaddc9-749c-510e-ac4f-586e18779b91" +version = "0.2.2" + +[[deps.ChainRules]] +deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"] +git-tree-sha1 = "be227d253d132a6d57f9ccf5f67c0fb6488afd87" +uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2" +version = "1.71.0" + +[[deps.ChainRulesCore]] +deps = ["Compat", "LinearAlgebra"] +git-tree-sha1 = "3e4b134270b372f2ed4d4d0e936aabaefc1802bc" +uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" +version = "1.25.0" +weakdeps = ["SparseArrays"] + + [deps.ChainRulesCore.extensions] + ChainRulesCoreSparseArraysExt = "SparseArrays" + +[[deps.CodeTracking]] +deps = ["InteractiveUtils", "UUIDs"] +git-tree-sha1 = "7eee164f122511d3e4e1ebadb7956939ea7e1c77" +uuid = "da1fd8a2-8d9e-5ec2-8556-3022fb5608a2" +version = "1.3.6" + +[[deps.CodecZlib]] +deps = ["TranscodingStreams", "Zlib_jll"] +git-tree-sha1 = "bce6804e5e6044c6daab27bb533d1295e4a2e759" +uuid = "944b1d66-785c-5afd-91f1-9de20f533193" +version = "0.7.6" + +[[deps.ColorSchemes]] +deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"] +git-tree-sha1 = "b5278586822443594ff615963b0c09755771b3e0" +uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4" +version = "3.26.0" + +[[deps.ColorTypes]] +deps = ["FixedPointNumbers", "Random"] +git-tree-sha1 = "b10d0b65641d57b8b4d5e234446582de5047050d" +uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f" +version = "0.11.5" + +[[deps.ColorVectorSpace]] +deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "SpecialFunctions", "Statistics", "TensorCore"] +git-tree-sha1 = "600cc5508d66b78aae350f7accdb58763ac18589" +uuid = "c3611d14-8923-5661-9e6a-0046d554d3a4" +version = "0.9.10" + +[[deps.Colors]] +deps = ["ColorTypes", "FixedPointNumbers", "Reexport"] +git-tree-sha1 = "362a287c3aa50601b0bc359053d5c2468f0e7ce0" +uuid = "5ae59095-9a9b-59fe-a467-6f913c188581" +version = "0.12.11" + +[[deps.Combinatorics]] +git-tree-sha1 = "08c8b6831dc00bfea825826be0bc8336fc369860" +uuid = "861a8166-3701-5b0c-9a16-15d98fcdc6aa" +version = "1.0.2" + +[[deps.CommonSolve]] +git-tree-sha1 = "0eee5eb66b1cf62cd6ad1b460238e60e4b09400c" +uuid = "38540f10-b2f7-11e9-35d8-d573e4eb0ff2" +version = "0.2.4" + +[[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" +uuid = "34da2185-b29b-5c13-b0c7-acf172513d20" +version = "4.16.0" +weakdeps = ["Dates", "LinearAlgebra"] + + [deps.Compat.extensions] + CompatLinearAlgebraExt = "LinearAlgebra" + +[[deps.CompilerSupportLibraries_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae" +version = "1.0.5+0" + +[[deps.ComponentArrays]] +deps = ["ArrayInterface", "ChainRulesCore", "ForwardDiff", "Functors", "LinearAlgebra", "PackageExtensionCompat", "StaticArrayInterface", "StaticArraysCore"] +git-tree-sha1 = "bc391f0c19fa242fb6f71794b949e256cfa3772c" +uuid = "b0b7db55-cfe3-40fc-9ded-d10e2dbeff66" +version = "0.15.17" + + [deps.ComponentArrays.extensions] + ComponentArraysAdaptExt = "Adapt" + ComponentArraysConstructionBaseExt = "ConstructionBase" + ComponentArraysGPUArraysExt = "GPUArrays" + ComponentArraysOptimisersExt = "Optimisers" + ComponentArraysRecursiveArrayToolsExt = "RecursiveArrayTools" + ComponentArraysReverseDiffExt = "ReverseDiff" + ComponentArraysSciMLBaseExt = "SciMLBase" + ComponentArraysTrackerExt = "Tracker" + ComponentArraysTruncatedStacktracesExt = "TruncatedStacktraces" + ComponentArraysZygoteExt = "Zygote" + + [deps.ComponentArrays.weakdeps] + Adapt = "79e6a3ab-5dfb-504d-930d-738a2a938a0e" + ConstructionBase = "187b0558-2788-49d3-abe0-74a17ed4e7c9" + GPUArrays = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7" + Optimisers = "3bd65402-5787-11e9-1adc-39752487f4e2" + RecursiveArrayTools = "731186ca-8d62-57ce-b412-fbd966d074cd" + ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" + SciMLBase = "0bca4576-84f4-4d90-8ffe-ffa030f20462" + Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" + TruncatedStacktraces = "781d530d-4396-4725-bb49-402e4bee1e77" + Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f" + +[[deps.CompositeStructs]] +deps = ["MacroTools", "Markdown"] +git-tree-sha1 = "5bceba223b8655800b71b3eb26a1a7d0a8d0ac28" +uuid = "534720e6-2374-40c5-8712-bf9a2f1643c6" +version = "0.1.5" + +[[deps.CompositionsBase]] +git-tree-sha1 = "802bb88cd69dfd1509f6670416bd4434015693ad" +uuid = "a33af91c-f02d-484b-be07-31d278c5ca2b" +version = "0.1.2" +weakdeps = ["InverseFunctions"] + + [deps.CompositionsBase.extensions] + CompositionsBaseInverseFunctionsExt = "InverseFunctions" + +[[deps.ComputationalResources]] +git-tree-sha1 = "52cb3ec90e8a8bea0e62e275ba577ad0f74821f7" +uuid = "ed09eef8-17a6-5b46-8889-db040fac31e3" +version = "0.3.2" + +[[deps.ConcurrentUtilities]] +deps = ["Serialization", "Sockets"] +git-tree-sha1 = "ea32b83ca4fefa1768dc84e504cc0a94fb1ab8d1" +uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb" +version = "2.4.2" + +[[deps.ConstructionBase]] +git-tree-sha1 = "76219f1ed5771adbb096743bff43fb5fdd4c1157" +uuid = "187b0558-2788-49d3-abe0-74a17ed4e7c9" +version = "1.5.8" +weakdeps = ["IntervalSets", "LinearAlgebra", "StaticArrays"] + + [deps.ConstructionBase.extensions] + ConstructionBaseIntervalSetsExt = "IntervalSets" + ConstructionBaseLinearAlgebraExt = "LinearAlgebra" + ConstructionBaseStaticArraysExt = "StaticArrays" + +[[deps.ContextVariablesX]] +deps = ["Compat", "Logging", "UUIDs"] +git-tree-sha1 = "25cc3803f1030ab855e383129dcd3dc294e322cc" +uuid = "6add18c4-b38d-439d-96f6-d6bc489c04c5" +version = "0.1.3" + +[[deps.Contour]] +git-tree-sha1 = "439e35b0b36e2e5881738abc8857bd92ad6ff9a8" +uuid = "d38c429a-6771-53c6-b99e-75d170b6e991" +version = "0.6.3" + +[[deps.CoordinateTransformations]] +deps = ["LinearAlgebra", "StaticArrays"] +git-tree-sha1 = "f9d7112bfff8a19a3a4ea4e03a8e6a91fe8456bf" +uuid = "150eb455-5306-5404-9cee-2592286d6298" +version = "0.6.3" + +[[deps.CustomUnitRanges]] +git-tree-sha1 = "1a3f97f907e6dd8983b744d2642651bb162a3f7a" +uuid = "dc8bdbbb-1ca9-579f-8c36-e416f6a65cce" +version = "1.0.2" + +[[deps.DataAPI]] +git-tree-sha1 = "abe83f3a2f1b857aac70ef8b269080af17764bbe" +uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a" +version = "1.16.0" + +[[deps.DataStructures]] +deps = ["Compat", "InteractiveUtils", "OrderedCollections"] +git-tree-sha1 = "1d0a14036acb104d9e89698bd408f63ab58cdc82" +uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8" +version = "0.18.20" + +[[deps.DataValueInterfaces]] +git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6" +uuid = "e2d170a0-9d28-54be-80f0-106bbe20a464" +version = "1.0.0" + +[[deps.Dates]] +deps = ["Printf"] +uuid = "ade2ca70-3891-5945-98fb-dc099432e06a" + +[[deps.Dbus_jll]] +deps = ["Artifacts", "Expat_jll", "JLLWrappers", "Libdl"] +git-tree-sha1 = "fc173b380865f70627d7dd1190dc2fce6cc105af" +uuid = "ee1fde0b-3d02-5ea6-8484-8dfef6360eab" +version = "1.14.10+0" + +[[deps.DefineSingletons]] +git-tree-sha1 = "0fba8b706d0178b4dc7fd44a96a92382c9065c2c" +uuid = "244e2a9f-e319-4986-a169-4d1fe445cd52" +version = "0.1.2" + +[[deps.DelimitedFiles]] +deps = ["Mmap"] +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.Distances]] +deps = ["LinearAlgebra", "Statistics", "StatsAPI"] +git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0" +uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7" +version = "0.10.11" +weakdeps = ["ChainRulesCore", "SparseArrays"] + + [deps.Distances.extensions] + DistancesChainRulesCoreExt = "ChainRulesCore" + DistancesSparseArraysExt = "SparseArrays" + +[[deps.Distributed]] +deps = ["Random", "Serialization", "Sockets"] +uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b" + +[[deps.Distributions]] +deps = ["AliasTables", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"] +git-tree-sha1 = "d7477ecdafb813ddee2ae727afa94e9dcb5f3fb0" +uuid = "31c24e10-a181-5473-b8eb-7969acd0382f" +version = "0.25.112" + + [deps.Distributions.extensions] + DistributionsChainRulesCoreExt = "ChainRulesCore" + DistributionsDensityInterfaceExt = "DensityInterface" + DistributionsTestExt = "Test" + + [deps.Distributions.weakdeps] + ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" + DensityInterface = "b429d917-457f-4dbc-8f4c-0cc954292b1d" + Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40" + +[[deps.DocStringExtensions]] +deps = ["LibGit2"] +git-tree-sha1 = "2fb1e02f2b635d0845df5d7c167fec4dd739b00d" +uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae" +version = "0.9.3" + +[[deps.Downloads]] +deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"] +uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6" +version = "1.6.0" + +[[deps.EllipsisNotation]] +deps = ["StaticArrayInterface"] +git-tree-sha1 = "3507300d4343e8e4ad080ad24e335274c2e297a9" +uuid = "da5c29d0-fa7d-589e-88eb-ea29b0a81949" +version = "1.8.0" + +[[deps.EpollShim_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "8e9441ee83492030ace98f9789a654a6d0b1f643" +uuid = "2702e6a9-849d-5ed8-8c21-79e8b8f9ee43" +version = "0.0.20230411+0" + +[[deps.ExceptionUnwrapping]] +deps = ["Test"] +git-tree-sha1 = "dcb08a0d93ec0b1cdc4af184b26b591e9695423a" +uuid = "460bff9d-24e4-43bc-9d9f-a8973cb893f4" +version = "0.1.10" + +[[deps.Expat_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "1c6317308b9dc757616f0b5cb379db10494443a7" +uuid = "2e619515-83b5-522b-bb60-26c02a35a201" +version = "2.6.2+0" + +[[deps.ExprTools]] +git-tree-sha1 = "27415f162e6028e81c72b82ef756bf321213b6ec" +uuid = "e2ba6199-217a-4e67-a87a-7c52f15ade04" +version = "0.1.10" + +[[deps.FFMPEG]] +deps = ["FFMPEG_jll"] +git-tree-sha1 = "53ebe7511fa11d33bec688a9178fac4e49eeee00" +uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a" +version = "0.4.2" + +[[deps.FFMPEG_jll]] +deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"] +git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e" +uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5" +version = "4.4.4+1" + +[[deps.FFTViews]] +deps = ["CustomUnitRanges", "FFTW"] +git-tree-sha1 = "cbdf14d1e8c7c8aacbe8b19862e0179fd08321c2" +uuid = "4f61f5a4-77b1-5117-aa51-3ab5ef4ef0cd" +version = "0.3.2" + +[[deps.FFTW]] +deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"] +git-tree-sha1 = "4820348781ae578893311153d69049a93d05f39d" +uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341" +version = "1.8.0" + +[[deps.FFTW_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] +git-tree-sha1 = "4d81ed14783ec49ce9f2e168208a12ce1815aa25" +uuid = "f5851436-0d7a-5f13-b9de-f02708fd171a" +version = "3.3.10+1" + +[[deps.FLoops]] +deps = ["BangBang", "Compat", "FLoopsBase", "InitialValues", "JuliaVariables", "MLStyle", "Serialization", "Setfield", "Transducers"] +git-tree-sha1 = "0a2e5873e9a5f54abb06418d57a8df689336a660" +uuid = "cc61a311-1640-44b5-9fba-1b764f453329" +version = "0.2.2" + +[[deps.FLoopsBase]] +deps = ["ContextVariablesX"] +git-tree-sha1 = "656f7a6859be8673bf1f35da5670246b923964f7" +uuid = "b9860ae5-e623-471e-878b-f6a53c775ea6" +version = "0.1.1" + +[[deps.FileIO]] +deps = ["Pkg", "Requires", "UUIDs"] +git-tree-sha1 = "62ca0547a14c57e98154423419d8a342dca75ca9" +uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549" +version = "1.16.4" + +[[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" +weakdeps = ["PDMats", "SparseArrays", "Statistics"] + + [deps.FillArrays.extensions] + FillArraysPDMatsExt = "PDMats" + FillArraysSparseArraysExt = "SparseArrays" + FillArraysStatisticsExt = "Statistics" + +[[deps.FiniteDiff]] +deps = ["ArrayInterface", "LinearAlgebra", "Requires", "Setfield", "SparseArrays"] +git-tree-sha1 = "73d1214fec245096717847c62d389a5d2ac86504" +uuid = "6a86dc24-6348-571c-b903-95158fe2bd41" +version = "2.22.0" + + [deps.FiniteDiff.extensions] + FiniteDiffBandedMatricesExt = "BandedMatrices" + FiniteDiffBlockBandedMatricesExt = "BlockBandedMatrices" + FiniteDiffStaticArraysExt = "StaticArrays" + + [deps.FiniteDiff.weakdeps] + BandedMatrices = "aae01518-5342-5314-be14-df237901396f" + BlockBandedMatrices = "ffab5731-97b5-5995-9138-79e8c1846df0" + StaticArrays = "90137ffa-7385-5640-81b9-e52037218182" + +[[deps.FixedPointNumbers]] +deps = ["Statistics"] +git-tree-sha1 = "05882d6995ae5c12bb5f36dd2ed3f61c98cbb172" +uuid = "53c48c17-4a7d-5ca2-90c5-79b7896eea93" +version = "0.8.5" + +[[deps.Fontconfig_jll]] +deps = ["Artifacts", "Bzip2_jll", "Expat_jll", "FreeType2_jll", "JLLWrappers", "Libdl", "Libuuid_jll", "Zlib_jll"] +git-tree-sha1 = "db16beca600632c95fc8aca29890d83788dd8b23" +uuid = "a3f928ae-7b40-5064-980b-68af3947d34b" +version = "2.13.96+0" + +[[deps.Format]] +git-tree-sha1 = "9c68794ef81b08086aeb32eeaf33531668d5f5fc" +uuid = "1fa38f19-a742-5d3f-a2b9-30dd87b9d5f8" +version = "1.3.7" + +[[deps.Formatting]] +deps = ["Logging", "Printf"] +git-tree-sha1 = "fb409abab2caf118986fc597ba84b50cbaf00b87" +uuid = "59287772-0a20-5a39-b81b-1366585eb4c0" +version = "0.4.3" + +[[deps.ForwardDiff]] +deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "LinearAlgebra", "LogExpFunctions", "NaNMath", "Preferences", "Printf", "Random", "SpecialFunctions"] +git-tree-sha1 = "cf0fe81336da9fb90944683b8c41984b08793dad" +uuid = "f6369f11-7733-5829-9624-2563aa707210" +version = "0.10.36" +weakdeps = ["StaticArrays"] + + [deps.ForwardDiff.extensions] + ForwardDiffStaticArraysExt = "StaticArrays" + +[[deps.FreeType2_jll]] +deps = ["Artifacts", "Bzip2_jll", "JLLWrappers", "Libdl", "Zlib_jll"] +git-tree-sha1 = "5c1d8ae0efc6c2e7b1fc502cbe25def8f661b7bc" +uuid = "d7e528f0-a631-5988-bf34-fe36492bcfd7" +version = "2.13.2+0" + +[[deps.FriBidi_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "1ed150b39aebcc805c26b93a8d0122c940f64ce2" +uuid = "559328eb-81f9-559d-9380-de523a88c83c" +version = "1.0.14+0" + +[[deps.FunctionalCollections]] +deps = ["Test"] +git-tree-sha1 = "04cb9cfaa6ba5311973994fe3496ddec19b6292a" +uuid = "de31a74c-ac4f-5751-b3fd-e18cd04993ca" +version = "0.5.0" + +[[deps.Functors]] +deps = ["LinearAlgebra"] +git-tree-sha1 = "64d8e93700c7a3f28f717d265382d52fac9fa1c1" +uuid = "d9f16b24-f501-4c13-a1f2-28368ffc5196" +version = "0.4.12" + +[[deps.Future]] +deps = ["Random"] +uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820" + +[[deps.GLFW_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll", "libdecor_jll", "xkbcommon_jll"] +git-tree-sha1 = "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 = "2e57b4a4f9cc15e85a24d603256fe08e527f48d1" +uuid = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7" +version = "8.8.1" + +[[deps.GPUArraysCore]] +deps = ["Adapt"] +git-tree-sha1 = "2d6ca471a6c7b536127afccfa7564b5b39227fe0" +uuid = "46192b85-c4d5-4398-a991-12ede77f4527" +version = "0.1.5" + +[[deps.GPUCompiler]] +deps = ["ExprTools", "InteractiveUtils", "LLVM", "Libdl", "Logging", "Scratch", "TimerOutputs", "UUIDs"] +git-tree-sha1 = "72b2e3c2ba583d1a7aa35129e56cf92e07c083e3" +uuid = "61eb1bfa-7361-4325-ad38-22787b887f55" +version = "0.21.4" + +[[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" +uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71" +version = "0.73.8" + +[[deps.GR_jll]] +deps = ["Artifacts", "Bzip2_jll", "Cairo_jll", "FFMPEG_jll", "Fontconfig_jll", "FreeType2_jll", "GLFW_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pixman_jll", "Qt6Base_jll", "Zlib_jll", "libpng_jll"] +git-tree-sha1 = "f31929b9e67066bee48eec8b03c0df47d31a74b3" +uuid = "d2c73de3-f751-5644-a686-071e5b155ba9" +version = "0.73.8+0" + +[[deps.Gettext_jll]] +deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Libiconv_jll", "Pkg", "XML2_jll"] +git-tree-sha1 = "9b02998aba7bf074d14de89f9d37ca24a1a0b046" +uuid = "78b55507-aeef-58d4-861c-77aaff3498b1" +version = "0.21.0+0" + +[[deps.Ghostscript_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] +git-tree-sha1 = "43ba3d3c82c18d88471cfd2924931658838c9d8f" +uuid = "61579ee1-b43e-5ca0-a5da-69d92c66a64b" +version = "9.55.0+4" + +[[deps.Glib_jll]] +deps = ["Artifacts", "Gettext_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Zlib_jll"] +git-tree-sha1 = "674ff0db93fffcd11a3573986e550d66cd4fd71f" +uuid = "7746bdde-850d-59dc-9ae8-88ece973131d" +version = "2.80.5+0" + +[[deps.Graphics]] +deps = ["Colors", "LinearAlgebra", "NaNMath"] +git-tree-sha1 = "d61890399bc535850c4bf08e4e0d3a7ad0f21cbd" +uuid = "a2bd30eb-e257-5431-a919-1863eab51364" +version = "1.1.2" + +[[deps.Graphite2_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] +git-tree-sha1 = "344bf40dcab1073aca04aa0df4fb092f920e4011" +uuid = "3b182d85-2403-5c21-9c21-1e1f0cc25472" +version = "1.3.14+0" + +[[deps.Grisu]] +git-tree-sha1 = "53bb909d1151e57e2484c3d1b53e19552b887fb2" +uuid = "42e2da0e-8278-4e71-bc24-59509adca0fe" +version = "1.0.2" + +[[deps.HTTP]] +deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"] +git-tree-sha1 = "d1d712be3164d61d1fb98e7ce9bcbc6cc06b45ed" +uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3" +version = "1.10.8" + +[[deps.HarfBuzz_jll]] +deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll"] +git-tree-sha1 = "401e4f3f30f43af2c8478fc008da50096ea5240f" +uuid = "2e76f6c2-a576-52d4-95c1-20adfe4de566" +version = "8.3.1+0" + +[[deps.Healpix]] +deps = ["CFITSIO", "LazyArtifacts", "Libsharp", "LinearAlgebra", "Pkg", "Printf", "Random", "RecipesBase", "StaticArrays", "Test"] +git-tree-sha1 = "0be8d5296b8dbb02b5808c01c2911cd019338492" +uuid = "9f4e344d-96bc-545a-84a3-ae6b9e1b672b" +version = "4.2.2" + +[[deps.Hiccup]] +deps = ["MacroTools", "Test"] +git-tree-sha1 = "6187bb2d5fcbb2007c39e7ac53308b0d371124bd" +uuid = "9fb69e20-1954-56bb-a84f-559cc56a8ff7" +version = "0.2.2" + +[[deps.HypergeometricFunctions]] +deps = ["LinearAlgebra", "OpenLibm_jll", "SpecialFunctions"] +git-tree-sha1 = "7c4195be1649ae622304031ed46a2f4df989f1eb" +uuid = "34004b35-14d8-5ef3-9330-4cdb6864b03a" +version = "0.3.24" + +[[deps.IRTools]] +deps = ["InteractiveUtils", "MacroTools"] +git-tree-sha1 = "950c3717af761bc3ff906c2e8e52bd83390b6ec2" +uuid = "7869d1d1-7146-5819-86e3-90919afe41df" +version = "0.4.14" + +[[deps.IdentityRanges]] +deps = ["OffsetArrays"] +git-tree-sha1 = "be8fcd695c4da16a1d6d0cd213cb88090a150e3b" +uuid = "bbac6d45-d8f3-5730-bfe4-7a449cd117ca" +version = "0.3.1" + +[[deps.IfElse]] +git-tree-sha1 = "debdd00ffef04665ccbb3e150747a77560e8fad1" +uuid = "615f187c-cbe4-4ef1-ba3b-2fcf58d6d173" +version = "0.1.1" + +[[deps.ImageAxes]] +deps = ["AxisArrays", "ImageCore", "Reexport", "SimpleTraits"] +git-tree-sha1 = "794ad1d922c432082bc1aaa9fa8ffbd1fe74e621" +uuid = "2803e5a7-5153-5ecf-9a86-9b4c37f5f5ac" +version = "0.6.9" + +[[deps.ImageContrastAdjustment]] +deps = ["ColorVectorSpace", "ImageCore", "ImageTransformations", "Parameters"] +git-tree-sha1 = "2e6084db6cccab11fe0bc3e4130bd3d117092ed9" +uuid = "f332f351-ec65-5f6a-b3d1-319c6670881a" +version = "0.3.7" + +[[deps.ImageCore]] +deps = ["AbstractFFTs", "Colors", "FixedPointNumbers", "Graphics", "MappedArrays", "MosaicViews", "OffsetArrays", "PaddedViews", "Reexport"] +git-tree-sha1 = "db645f20b59f060d8cfae696bc9538d13fd86416" +uuid = "a09fc81d-aa75-5fe9-8630-4744c3626534" +version = "0.8.22" + +[[deps.ImageDistances]] +deps = ["ColorVectorSpace", "Distances", "ImageCore", "ImageMorphology", "LinearAlgebra", "Statistics"] +git-tree-sha1 = "6378c34a3c3a216235210d19b9f495ecfff2f85f" +uuid = "51556ac3-7006-55f5-8cb3-34580c88182d" +version = "0.2.13" + +[[deps.ImageFiltering]] +deps = ["CatIndices", "ColorVectorSpace", "ComputationalResources", "DataStructures", "FFTViews", "FFTW", "ImageCore", "LinearAlgebra", "OffsetArrays", "Requires", "SparseArrays", "StaticArrays", "Statistics", "TiledIteration"] +git-tree-sha1 = "bf96839133212d3eff4a1c3a80c57abc7cfbf0ce" +uuid = "6a3955dd-da59-5b1f-98d4-e7296123deb5" +version = "0.6.21" + +[[deps.ImageIO]] +deps = ["FileIO", "Netpbm", "PNGFiles"] +git-tree-sha1 = "0d6d09c28d67611c68e25af0c2df7269c82b73c7" +uuid = "82e4d734-157c-48bb-816b-45c225c6df19" +version = "0.4.1" + +[[deps.ImageMagick]] +deps = ["FileIO", "ImageCore", "ImageMagick_jll", "InteractiveUtils", "Libdl", "Pkg", "Random"] +git-tree-sha1 = "5bc1cb62e0c5f1005868358db0692c994c3a13c6" +uuid = "6218d12a-5da1-5696-b52f-db25d2ecc6d1" +version = "1.2.1" + +[[deps.ImageMagick_jll]] +deps = ["Artifacts", "Ghostscript_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "OpenJpeg_jll", "Zlib_jll", "libpng_jll"] +git-tree-sha1 = "d65554bad8b16d9562050c67e7223abf91eaba2f" +uuid = "c73af94c-d91f-53ed-93a7-00f77d67a9d7" +version = "6.9.13+0" + +[[deps.ImageMetadata]] +deps = ["AxisArrays", "ColorVectorSpace", "ImageAxes", "ImageCore", "IndirectArrays"] +git-tree-sha1 = "ae76038347dc4edcdb06b541595268fca65b6a42" +uuid = "bc367c6b-8a6b-528e-b4bd-a4b897500b49" +version = "0.9.5" + +[[deps.ImageMorphology]] +deps = ["ColorVectorSpace", "ImageCore", "LinearAlgebra", "TiledIteration"] +git-tree-sha1 = "68e7cbcd7dfaa3c2f74b0a8ab3066f5de8f2b71d" +uuid = "787d08f9-d448-5407-9aad-5290dd7ab264" +version = "0.2.11" + +[[deps.ImageQualityIndexes]] +deps = ["ColorVectorSpace", "ImageCore", "ImageDistances", "ImageFiltering", "OffsetArrays", "Statistics"] +git-tree-sha1 = "1198f85fa2481a3bb94bf937495ba1916f12b533" +uuid = "2996bd0c-7a13-11e9-2da2-2f5ce47296a9" +version = "0.2.2" + +[[deps.ImageShow]] +deps = ["Base64", "FileIO", "ImageCore", "OffsetArrays", "Requires", "StackViews"] +git-tree-sha1 = "832abfd709fa436a562db47fd8e81377f72b01f9" +uuid = "4e3cecfd-b093-5904-9786-8bbb286a6a31" +version = "0.3.1" + +[[deps.ImageTransformations]] +deps = ["AxisAlgorithms", "ColorVectorSpace", "CoordinateTransformations", "IdentityRanges", "ImageCore", "Interpolations", "OffsetArrays", "Rotations", "StaticArrays"] +git-tree-sha1 = "e4cc551e4295a5c96545bb3083058c24b78d4cf0" +uuid = "02fcd773-0e25-5acc-982a-7f6622650795" +version = "0.8.13" + +[[deps.Images]] +deps = ["AxisArrays", "Base64", "ColorVectorSpace", "FileIO", "Graphics", "ImageAxes", "ImageContrastAdjustment", "ImageCore", "ImageDistances", "ImageFiltering", "ImageIO", "ImageMagick", "ImageMetadata", "ImageMorphology", "ImageQualityIndexes", "ImageShow", "ImageTransformations", "IndirectArrays", "OffsetArrays", "Random", "Reexport", "SparseArrays", "StaticArrays", "Statistics", "StatsBase", "TiledIteration"] +git-tree-sha1 = "8b714d5e11c91a0d945717430ec20f9251af4bd2" +uuid = "916415d5-f1e6-5110-898d-aaa5f9f070e0" +version = "0.24.1" + +[[deps.IndirectArrays]] +git-tree-sha1 = "c2a145a145dc03a7620af1444e0264ef907bd44f" +uuid = "9b13fd28-a010-5f03-acff-a1bbcff69959" +version = "0.5.1" + +[[deps.InitialValues]] +git-tree-sha1 = "4da0f88e9a39111c2fa3add390ab15f3a44f3ca3" +uuid = "22cec73e-a1b8-11e9-2c92-598750a2cf9c" +version = "0.3.1" + +[[deps.IntelOpenMP_jll]] +deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl"] +git-tree-sha1 = "10bd689145d2c3b2a9844005d01087cc1194e79e" +uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0" +version = "2024.2.1+0" + +[[deps.InteractiveUtils]] +deps = ["Markdown"] +uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240" + +[[deps.Interpolations]] +deps = ["AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "Requires", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"] +git-tree-sha1 = "b7bc05649af456efc75d178846f47006c2c4c3c7" +uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59" +version = "0.13.6" + +[[deps.IntervalSets]] +git-tree-sha1 = "dba9ddf07f77f60450fe5d2e2beb9854d9a49bd0" +uuid = "8197267c-284f-5f27-9208-e0e47529a953" +version = "0.7.10" +weakdeps = ["Random", "RecipesBase", "Statistics"] + + [deps.IntervalSets.extensions] + IntervalSetsRandomExt = "Random" + IntervalSetsRecipesBaseExt = "RecipesBase" + IntervalSetsStatisticsExt = "Statistics" + +[[deps.InverseFunctions]] +git-tree-sha1 = "a779299d77cd080bf77b97535acecd73e1c5e5cb" +uuid = "3587e190-3f89-42d0-90ee-14403ec27112" +version = "0.1.17" +weakdeps = ["Dates", "Test"] + + [deps.InverseFunctions.extensions] + InverseFunctionsDatesExt = "Dates" + InverseFunctionsTestExt = "Test" + +[[deps.IrrationalConstants]] +git-tree-sha1 = "630b497eafcc20001bba38a4651b327dcfc491d2" +uuid = "92d709cd-6900-40b7-9082-c6be49f344b6" +version = "0.2.2" + +[[deps.IterTools]] +git-tree-sha1 = "42d5f897009e7ff2cf88db414a389e5ed1bdd023" +uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e" +version = "1.10.0" + +[[deps.IteratorInterfaceExtensions]] +git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856" +uuid = "82899510-4779-5014-852e-03e436cf321d" +version = "1.0.0" + +[[deps.JLD2]] +deps = ["FileIO", "MacroTools", "Mmap", "OrderedCollections", "PrecompileTools", "Requires", "TranscodingStreams"] +git-tree-sha1 = "a0746c21bdc986d0dc293efa6b1faee112c37c28" +uuid = "033835bb-8acc-5ee8-8aae-3f567f8a3819" +version = "0.4.53" + +[[deps.JLFzf]] +deps = ["Pipe", "REPL", "Random", "fzf_jll"] +git-tree-sha1 = "39d64b09147620f5ffbf6b2d3255be3c901bec63" +uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c" +version = "0.1.8" + +[[deps.JLLWrappers]] +deps = ["Artifacts", "Preferences"] +git-tree-sha1 = "be3dc50a92e5a386872a493a10050136d4703f9b" +uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210" +version = "1.6.1" + +[[deps.JSExpr]] +deps = ["JSON", "MacroTools", "Observables", "WebIO"] +git-tree-sha1 = "b413a73785b98474d8af24fd4c8a975e31df3658" +uuid = "97c1335a-c9c5-57fe-bc5d-ec35cebe8660" +version = "0.5.4" + +[[deps.JSON]] +deps = ["Dates", "Mmap", "Parsers", "Unicode"] +git-tree-sha1 = "31e996f0a15c7b280ba9f76636b3ff9e2ae58c9a" +uuid = "682c06a0-de6a-54ab-a142-c8b1cf79cde6" +version = "0.21.4" + +[[deps.JpegTurbo_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "25ee0be4d43d0269027024d75a24c24d6c6e590c" +uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8" +version = "3.0.4+0" + +[[deps.JuliaInterpreter]] +deps = ["CodeTracking", "InteractiveUtils", "Random", "UUIDs"] +git-tree-sha1 = "2984284a8abcfcc4784d95a9e2ea4e352dd8ede7" +uuid = "aa1ae85d-cabe-5617-a682-6adf51b2e16a" +version = "0.9.36" + +[[deps.JuliaVariables]] +deps = ["MLStyle", "NameResolution"] +git-tree-sha1 = "49fb3cb53362ddadb4415e9b73926d6b40709e70" +uuid = "b14d175d-62b4-44ba-8fb7-3064adc8c3ec" +version = "0.2.4" + +[[deps.KahanSummation]] +git-tree-sha1 = "6de53adac497330bcbbc59b2ed95bc46ce4fcd8b" +uuid = "8e2b3108-d4c1-50be-a7a2-16352aec75c3" +version = "0.2.0" + +[[deps.Kaleido_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] +git-tree-sha1 = "43032da5832754f58d14a91ffbe86d5f176acda9" +uuid = "f7e6163d-2fa5-5f23-b69c-1db539e41963" +version = "0.2.1+0" + +[[deps.KernelAbstractions]] +deps = ["Adapt", "Atomix", "InteractiveUtils", "MacroTools", "PrecompileTools", "Requires", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"] +git-tree-sha1 = "04e52f596d0871fa3890170fa79cb15e481e4cd8" +uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c" +version = "0.9.28" + + [deps.KernelAbstractions.extensions] + EnzymeExt = "EnzymeCore" + LinearAlgebraExt = "LinearAlgebra" + SparseArraysExt = "SparseArrays" + + [deps.KernelAbstractions.weakdeps] + EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869" + LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" + SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf" + +[[deps.LAME_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "170b660facf5df5de098d866564877e119141cbd" +uuid = "c1c5ebd0-6772-5130-a774-d5fcae4a789d" +version = "3.100.2+0" + +[[deps.LERC_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "36bdbc52f13a7d1dcb0f3cd694e01677a515655b" +uuid = "88015f11-f218-50d7-93a8-a6af411a945d" +version = "4.0.0+0" + +[[deps.LLVM]] +deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"] +git-tree-sha1 = "839c82932db86740ae729779e610f07a1640be9a" +uuid = "929cbde3-209d-540e-8aea-75f648917ca0" +version = "6.6.3" +weakdeps = ["BFloat16s"] + + [deps.LLVM.extensions] + BFloat16sExt = "BFloat16s" + +[[deps.LLVMExtra_jll]] +deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"] +git-tree-sha1 = "88b916503aac4fb7f701bb625cd84ca5dd1677bc" +uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab" +version = "0.0.29+0" + +[[deps.LLVMOpenMP_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "78211fb6cbc872f77cad3fc0b6cf647d923f4929" +uuid = "1d63c593-3942-5779-bab2-d838dc0a180e" +version = "18.1.7+0" + +[[deps.LZO_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "854a9c268c43b77b0a27f22d7fab8d33cdb3a731" +uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac" +version = "2.10.2+1" + +[[deps.LaTeXStrings]] +git-tree-sha1 = "dda21b8cbd6a6c40d9d02a73230f9d70fed6918c" +uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f" +version = "1.4.0" + +[[deps.Latexify]] +deps = ["Format", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Requires"] +git-tree-sha1 = "ce5f5621cac23a86011836badfedf664a612cee4" +uuid = "23fbe1c1-3f47-55db-b15f-69d7ec21a316" +version = "0.16.5" + + [deps.Latexify.extensions] + DataFramesExt = "DataFrames" + SparseArraysExt = "SparseArrays" + SymEngineExt = "SymEngine" + + [deps.Latexify.weakdeps] + DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" + SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf" + SymEngine = "123dc426-2d89-5057-bbad-38513e3affd8" + +[[deps.Lazy]] +deps = ["MacroTools"] +git-tree-sha1 = "1370f8202dac30758f3c345f9909b97f53d87d3f" +uuid = "50d2b5c4-7a5e-59d5-8109-a42b560f39c0" +version = "0.15.1" + +[[deps.LazyArtifacts]] +deps = ["Artifacts", "Pkg"] +uuid = "4af54fe1-eca0-43a8-85a7-787d91b784e3" + +[[deps.LibCURL]] +deps = ["LibCURL_jll", "MozillaCACerts_jll"] +uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21" +version = "0.6.4" + +[[deps.LibCURL_jll]] +deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll", "Zlib_jll", "nghttp2_jll"] +uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0" +version = "8.4.0+0" + +[[deps.LibGit2]] +deps = ["Base64", "NetworkOptions", "Printf", "SHA"] +uuid = "76f85450-5226-5b5a-8eaa-529ad045b433" + +[[deps.LibSSH2_jll]] +deps = ["Artifacts", "Libdl", "MbedTLS_jll"] +uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8" +version = "1.11.0+1" + +[[deps.Libdl]] +uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb" + +[[deps.Libffi_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] +git-tree-sha1 = "0b4a5d71f3e5200a7dff793393e09dfc2d874290" +uuid = "e9f186c6-92d2-5b65-8a66-fee21dc1b490" +version = "3.2.2+1" + +[[deps.Libgcrypt_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgpg_error_jll"] +git-tree-sha1 = "9fd170c4bbfd8b935fdc5f8b7aa33532c991a673" +uuid = "d4300ac3-e22c-5743-9152-c294e39db1e4" +version = "1.8.11+0" + +[[deps.Libglvnd_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll", "Xorg_libXext_jll"] +git-tree-sha1 = "6f73d1dd803986947b2c750138528a999a6c7733" +uuid = "7e76a0d4-f3c7-5321-8279-8d96eeed0f29" +version = "1.6.0+0" + +[[deps.Libgpg_error_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "fbb1f2bef882392312feb1ede3615ddc1e9b99ed" +uuid = "7add5ba3-2f88-524e-9cd5-f83b8a55f7b8" +version = "1.49.0+0" + +[[deps.Libiconv_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "f9557a255370125b405568f9767d6d195822a175" +uuid = "94ce4f54-9a6c-5748-9c1c-f9c7231a4531" +version = "1.17.0+0" + +[[deps.Libmount_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "0c4f9c4f1a50d8f35048fa0532dabbadf702f81e" +uuid = "4b2f31a3-9ecc-558c-b454-b3730dcb73e9" +version = "2.40.1+0" + +[[deps.Libsharp]] +deps = ["Libdl", "libsharp2_jll"] +git-tree-sha1 = "e09051a3f95b83091fc9b7a26e6c585c6691b5bc" +uuid = "ac8d63fe-4615-43ae-9860-9cd4a3820532" +version = "0.2.0" + +[[deps.Libtiff_jll]] +deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "LERC_jll", "Libdl", "XZ_jll", "Zlib_jll", "Zstd_jll"] +git-tree-sha1 = "b404131d06f7886402758c9ce2214b636eb4d54a" +uuid = "89763e89-9b03-5906-acba-b20f662cd828" +version = "4.7.0+0" + +[[deps.Libuuid_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "5ee6203157c120d79034c748a2acba45b82b8807" +uuid = "38a345b3-de98-5d2b-a5d3-14cd9215e700" +version = "2.40.1+0" + +[[deps.LineSearches]] +deps = ["LinearAlgebra", "NLSolversBase", "NaNMath", "Parameters", "Printf"] +git-tree-sha1 = "e4c3be53733db1051cc15ecf573b1042b3a712a1" +uuid = "d3d80556-e9d4-5f37-9878-2ab0fcc64255" +version = "7.3.0" + +[[deps.LinearAlgebra]] +deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"] +uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" + +[[deps.LittleCMS_jll]] +deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll"] +git-tree-sha1 = "fa7fd067dca76cadd880f1ca937b4f387975a9f5" +uuid = "d3a379c0-f9a3-5b72-a4c0-6bf4d2e8af0f" +version = "2.16.0+0" + +[[deps.Loess]] +deps = ["Distances", "LinearAlgebra", "Statistics"] +git-tree-sha1 = "46efcea75c890e5d820e670516dc156689851722" +uuid = "4345ca2d-374a-55d4-8d30-97f9976e7612" +version = "0.5.4" + +[[deps.LogExpFunctions]] +deps = ["DocStringExtensions", "IrrationalConstants", "LinearAlgebra"] +git-tree-sha1 = "a2d09619db4e765091ee5c6ffe8872849de0feea" +uuid = "2ab3a3ac-af41-5b50-aa03-7779005ae688" +version = "0.3.28" + + [deps.LogExpFunctions.extensions] + LogExpFunctionsChainRulesCoreExt = "ChainRulesCore" + LogExpFunctionsChangesOfVariablesExt = "ChangesOfVariables" + LogExpFunctionsInverseFunctionsExt = "InverseFunctions" + + [deps.LogExpFunctions.weakdeps] + ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" + ChangesOfVariables = "9e997f8a-9a97-42d5-a9f1-ce6bfc15e2c0" + InverseFunctions = "3587e190-3f89-42d0-90ee-14403ec27112" + +[[deps.Logging]] +uuid = "56ddb016-857b-54e1-b83d-db4d58db5568" + +[[deps.LoggingExtras]] +deps = ["Dates", "Logging"] +git-tree-sha1 = "c1dd6d7978c12545b4179fb6153b9250c96b0075" +uuid = "e6f89c97-d47a-5376-807f-9c37f3926c36" +version = "1.0.3" + +[[deps.LoweredCodeUtils]] +deps = ["JuliaInterpreter"] +git-tree-sha1 = "260dc274c1bc2cb839e758588c63d9c8b5e639d1" +uuid = "6f1432cf-f94c-5a45-995e-cdbf5db27b0b" +version = "3.0.5" + +[[deps.MCMCDiagnosticTools]] +deps = ["AbstractFFTs", "DataAPI", "DataStructures", "Distributions", "LinearAlgebra", "MLJModelInterface", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns", "Tables"] +git-tree-sha1 = "8ba8b1840d3ab5b38e7c71c23c3193bb5cbc02b5" +uuid = "be115224-59cd-429b-ad48-344e309966f0" +version = "0.3.10" + +[[deps.MKL_jll]] +deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "oneTBB_jll"] +git-tree-sha1 = "f046ccd0c6db2832a9f639e2c669c6fe867e5f4f" +uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7" +version = "2024.2.0+0" + +[[deps.MLJModelInterface]] +deps = ["Random", "ScientificTypesBase", "StatisticalTraits"] +git-tree-sha1 = "ceaff6618408d0e412619321ae43b33b40c1a733" +uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea" +version = "1.11.0" + +[[deps.MLStyle]] +git-tree-sha1 = "bc38dff0548128765760c79eb7388a4b37fae2c8" +uuid = "d8e11817-5142-5d16-987a-aa16d5891078" +version = "0.4.17" + +[[deps.MacroTools]] +deps = ["Markdown", "Random"] +git-tree-sha1 = "2fa9ee3e63fd3a4f7a9a4f4744a52f4856de82df" +uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09" +version = "0.5.13" + +[[deps.MappedArrays]] +git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e" +uuid = "dbb5928d-eab1-5f90-85c2-b9b0edb7c900" +version = "0.4.2" + +[[deps.Markdown]] +deps = ["Base64"] +uuid = "d6f4376e-aef5-505a-96c1-9c027394607a" + +[[deps.Match]] +git-tree-sha1 = "1d9bc5c1a6e7ee24effb93f175c9342f9154d97f" +uuid = "7eb4fadd-790c-5f42-8a69-bfa0b872bfbf" +version = "1.2.0" + +[[deps.MbedTLS]] +deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"] +git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf" +uuid = "739be429-bea8-5141-9913-cc70e7f3736d" +version = "1.1.9" + +[[deps.MbedTLS_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1" +version = "2.28.2+0" + +[[deps.Measurements]] +deps = ["Calculus", "LinearAlgebra", "Printf", "Requires"] +git-tree-sha1 = "bdcde8ec04ca84aef5b124a17684bf3b302de00e" +uuid = "eff96d63-e80a-5855-80a2-b1b0885c5ab7" +version = "2.11.0" + + [deps.Measurements.extensions] + MeasurementsBaseTypeExt = "BaseType" + MeasurementsJunoExt = "Juno" + MeasurementsRecipesBaseExt = "RecipesBase" + MeasurementsSpecialFunctionsExt = "SpecialFunctions" + MeasurementsUnitfulExt = "Unitful" + + [deps.Measurements.weakdeps] + BaseType = "7fbed51b-1ef5-4d67-9085-a4a9b26f478c" + Juno = "e5e0dc1b-0480-54bc-9374-aad01c23163d" + RecipesBase = "3cdcf5f2-1ef4-517c-9805-6587b60abb01" + SpecialFunctions = "276daf66-3868-5448-9aa4-cd146d93841b" + Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d" + +[[deps.Measures]] +git-tree-sha1 = "c13304c81eec1ed3af7fc20e75fb6b26092a1102" +uuid = "442fdcdd-2543-5da2-b0f3-8c86c306513e" +version = "0.3.2" + +[[deps.Memoization]] +deps = ["MacroTools"] +git-tree-sha1 = "073f080e733bc6697411901224ed4fd15fefaffa" +uuid = "6fafb56a-5788-4b4e-91ca-c0cea6611c73" +version = "0.2.1" + +[[deps.Memoize]] +deps = ["MacroTools"] +git-tree-sha1 = "2b1dfcba103de714d31c033b5dacc2e4a12c7caa" +uuid = "c03570c3-d221-55d1-a50c-7939bbd78826" +version = "0.4.4" + +[[deps.MicroCollections]] +deps = ["Accessors", "BangBang", "InitialValues"] +git-tree-sha1 = "44d32db644e84c75dab479f1bc15ee76a1a3618f" +uuid = "128add7d-3638-4c79-886c-908ea0c25c34" +version = "0.2.0" + +[[deps.Missings]] +deps = ["DataAPI"] +git-tree-sha1 = "ec4f7fbeab05d7747bdf98eb74d130a2a2ed298d" +uuid = "e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28" +version = "1.2.0" + +[[deps.Mmap]] +uuid = "a63ad114-7e13-5084-954f-fe012c677804" + +[[deps.MosaicViews]] +deps = ["MappedArrays", "OffsetArrays", "PaddedViews", "StackViews"] +git-tree-sha1 = "7b86a5d4d70a9f5cdf2dacb3cbe6d251d1a61dbe" +uuid = "e94cdb99-869f-56ef-bcf0-1ae2bcbe0389" +version = "0.3.4" + +[[deps.MozillaCACerts_jll]] +uuid = "14a3606d-f60d-562e-9121-12d972cd8159" +version = "2022.10.11" + +[[deps.Mustache]] +deps = ["Printf", "Tables"] +git-tree-sha1 = "3b2db451a872b20519ebb0cec759d3d81a1c6bcb" +uuid = "ffc61752-8dc7-55ee-8c37-f3e9cdd09e70" +version = "1.0.20" + +[[deps.Mux]] +deps = ["AssetRegistry", "Base64", "HTTP", "Hiccup", "MbedTLS", "Pkg", "Sockets"] +git-tree-sha1 = "7295d849103ac4fcbe3b2e439f229c5cc77b9b69" +uuid = "a975b10e-0019-58db-a62f-e48ff68538c9" +version = "1.0.2" + +[[deps.NFFT]] +deps = ["AbstractNFFTs", "BasicInterpolators", "Distributed", "FFTW", "FLoops", "LinearAlgebra", "PrecompileTools", "Printf", "Random", "Reexport", "SparseArrays", "SpecialFunctions"] +git-tree-sha1 = "d28544d20956835b9d856ff240aa61f898a00652" +uuid = "efe261a4-0d2b-5849-be55-fc731d526b0d" +version = "0.13.5" +weakdeps = ["Adapt", "GPUArrays"] + + [deps.NFFT.extensions] + NFFTGPUArraysExt = ["Adapt", "GPUArrays"] + +[[deps.NLSolversBase]] +deps = ["DiffResults", "Distributed", "FiniteDiff", "ForwardDiff"] +git-tree-sha1 = "a0b464d183da839699f4c79e7606d9d186ec172c" +uuid = "d41bc354-129a-5804-8e4c-c37616107c6c" +version = "7.8.3" + +[[deps.NaNMath]] +deps = ["OpenLibm_jll"] +git-tree-sha1 = "0877504529a3e5c3343c6f8b4c0381e57e4387e4" +uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3" +version = "1.0.2" + +[[deps.NameResolution]] +deps = ["PrettyPrint"] +git-tree-sha1 = "1a0fa0e9613f46c9b8c11eee38ebb4f590013c5e" +uuid = "71a1bf82-56d0-4bbc-8a3c-48b961074391" +version = "0.1.5" + +[[deps.NamedTupleTools]] +git-tree-sha1 = "63831dcea5e11db1c0925efe5ef5fc01d528c522" +uuid = "d9ec5142-1e00-5aa0-9d6a-321866360f50" +version = "0.13.7" + +[[deps.Netpbm]] +deps = ["ColorVectorSpace", "FileIO", "ImageCore"] +git-tree-sha1 = "09589171688f0039f13ebe0fdcc7288f50228b52" +uuid = "f09324ee-3d7c-5217-9330-fc30815ba969" +version = "1.0.1" + +[[deps.NetworkOptions]] +uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908" +version = "1.2.0" + +[[deps.Observables]] +git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225" +uuid = "510215fc-4207-5dde-b226-833fc4488ee2" +version = "0.5.5" + +[[deps.OffsetArrays]] +git-tree-sha1 = "1a27764e945a152f7ca7efa04de513d473e9542e" +uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881" +version = "1.14.1" +weakdeps = ["Adapt"] + + [deps.OffsetArrays.extensions] + OffsetArraysAdaptExt = "Adapt" + +[[deps.Ogg_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] +git-tree-sha1 = "887579a3eb005446d514ab7aeac5d1d027658b8f" +uuid = "e7412a2a-1a6e-54c0-be00-318e2571c051" +version = "1.3.5+1" + +[[deps.OpenBLAS_jll]] +deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"] +uuid = "4536629a-c528-5b80-bd46-f80d51c5b363" +version = "0.3.21+4" + +[[deps.OpenJpeg_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Libtiff_jll", "LittleCMS_jll", "libpng_jll"] +git-tree-sha1 = "f4cb457ffac5f5cf695699f82c537073958a6a6c" +uuid = "643b3616-a352-519d-856d-80112ee9badc" +version = "2.5.2+0" + +[[deps.OpenLibm_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "05823500-19ac-5b8b-9628-191a04bc5112" +version = "0.8.1+0" + +[[deps.OpenSSL]] +deps = ["BitFlags", "Dates", "MozillaCACerts_jll", "OpenSSL_jll", "Sockets"] +git-tree-sha1 = "38cb508d080d21dc1128f7fb04f20387ed4c0af4" +uuid = "4d8831e6-92b7-49fb-bdf8-b643e874388c" +version = "1.4.3" + +[[deps.OpenSSL_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +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.Optim]] +deps = ["Compat", "FillArrays", "ForwardDiff", "LineSearches", "LinearAlgebra", "NLSolversBase", "NaNMath", "Parameters", "PositiveFactorizations", "Printf", "SparseArrays", "StatsBase"] +git-tree-sha1 = "d9b79c4eed437421ac4285148fcadf42e0700e89" +uuid = "429524aa-4258-5aef-a3af-852621145aeb" +version = "1.9.4" + + [deps.Optim.extensions] + OptimMOIExt = "MathOptInterface" + + [deps.Optim.weakdeps] + MathOptInterface = "b8f27783-ece8-5eb3-8dc8-9495eed66fee" + +[[deps.Opus_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "6703a85cb3781bd5909d48730a67205f3f31a575" +uuid = "91d4177d-7536-5919-b921-800302f37372" +version = "1.3.3+0" + +[[deps.OrderedCollections]] +git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5" +uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d" +version = "1.6.3" + +[[deps.PCRE2_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "efcefdf7-47ab-520b-bdef-62a2eaa19f15" +version = "10.42.0+0" + +[[deps.PDMats]] +deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"] +git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65" +uuid = "90014a1f-27ba-587c-ab20-58faa44d9150" +version = "0.11.31" + +[[deps.PNGFiles]] +deps = ["Base64", "CEnum", "ImageCore", "IndirectArrays", "OffsetArrays", "libpng_jll"] +git-tree-sha1 = "f809158b27eba0c18c269cf2a2be6ed751d3e81d" +uuid = "f57f5aa1-a3ce-4bc8-8ab9-96f992907883" +version = "0.3.17" + +[[deps.PackageExtensionCompat]] +git-tree-sha1 = "fb28e33b8a95c4cee25ce296c817d89cc2e53518" +uuid = "65ce6f38-6b18-4e1d-a461-8949797d7930" +version = "1.0.2" +weakdeps = ["Requires", "TOML"] + +[[deps.PaddedViews]] +deps = ["OffsetArrays"] +git-tree-sha1 = "0fac6313486baae819364c52b4f483450a9d793f" +uuid = "5432bcbf-9aad-5242-b902-cca2824c8663" +version = "0.5.12" + +[[deps.Pango_jll]] +deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "FriBidi_jll", "Glib_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl"] +git-tree-sha1 = "e127b609fb9ecba6f201ba7ab753d5a605d53801" +uuid = "36c8627f-9965-5494-a995-c6b170f724f3" +version = "1.54.1+0" + +[[deps.Parameters]] +deps = ["OrderedCollections", "UnPack"] +git-tree-sha1 = "34c0e9ad262e5f7fc75b10a9952ca7692cfc5fbe" +uuid = "d96e819e-fc66-5662-9728-84c9c7592b0a" +version = "0.12.3" + +[[deps.Parsers]] +deps = ["Dates", "PrecompileTools", "UUIDs"] +git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821" +uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0" +version = "2.8.1" + +[[deps.Pidfile]] +deps = ["FileWatching", "Test"] +git-tree-sha1 = "2d8aaf8ee10df53d0dfb9b8ee44ae7c04ced2b03" +uuid = "fa939f87-e72e-5be4-a000-7fc836dbe307" +version = "1.3.0" + +[[deps.Pipe]] +git-tree-sha1 = "6842804e7867b115ca9de748a0cf6b364523c16d" +uuid = "b98c9c47-44ae-5843-9183-064241ee97a0" +version = "1.3.0" + +[[deps.Pixman_jll]] +deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LLVMOpenMP_jll", "Libdl"] +git-tree-sha1 = "35621f10a7531bc8fa58f74610b1bfb70a3cfc6b" +uuid = "30392449-352a-5448-841d-b1acce4e97dc" +version = "0.43.4+0" + +[[deps.Pkg]] +deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"] +uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f" +version = "1.9.2" + +[[deps.PlotThemes]] +deps = ["PlotUtils", "Statistics"] +git-tree-sha1 = "6e55c6841ce3411ccb3457ee52fc48cb698d6fb0" +uuid = "ccf2f8ad-2431-5c83-bf29-c5338b663b6a" +version = "3.2.0" + +[[deps.PlotUtils]] +deps = ["ColorSchemes", "Colors", "Dates", "PrecompileTools", "Printf", "Random", "Reexport", "Statistics"] +git-tree-sha1 = "7b1a9df27f072ac4c9c7cbe5efb198489258d1f5" +uuid = "995b91a9-d308-5afd-9ec6-746e21dbc043" +version = "1.4.1" + +[[deps.PlotlyBase]] +deps = ["ColorSchemes", "Dates", "DelimitedFiles", "DocStringExtensions", "JSON", "LaTeXStrings", "Logging", "Parameters", "Pkg", "REPL", "Requires", "Statistics", "UUIDs"] +git-tree-sha1 = "56baf69781fc5e61607c3e46227ab17f7040ffa2" +uuid = "a03496cd-edff-5a9b-9e67-9cda94a718b5" +version = "0.8.19" + +[[deps.PlotlyJS]] +deps = ["Base64", "Blink", "DelimitedFiles", "JSExpr", "JSON", "Kaleido_jll", "Markdown", "Pkg", "PlotlyBase", "PlotlyKaleido", "REPL", "Reexport", "Requires", "WebIO"] +git-tree-sha1 = "f198c8a80c08987a2915156e6e6131e5d73b97f4" +uuid = "f0f68f2c-4968-5e81-91da-67840de0976a" +version = "0.18.14" + + [deps.PlotlyJS.extensions] + CSVExt = "CSV" + DataFramesExt = ["DataFrames", "CSV"] + IJuliaExt = "IJulia" + JSON3Ext = "JSON3" + + [deps.PlotlyJS.weakdeps] + CSV = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b" + DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" + IJulia = "7073ff75-c697-5162-941a-fcdaad2a7d2a" + JSON3 = "0f8b85d8-7281-11e9-16c2-39a750bddbf1" + +[[deps.PlotlyKaleido]] +deps = ["Base64", "JSON", "Kaleido_jll"] +git-tree-sha1 = "3210de4d88af7ca5de9e26305758a59aabc48aac" +uuid = "f2990250-8cf9-495f-b13a-cce12b45703c" +version = "2.2.5" + +[[deps.Plots]] +deps = ["Base64", "Contour", "Dates", "Downloads", "FFMPEG", "FixedPointNumbers", "GR", "JLFzf", "JSON", "LaTeXStrings", "Latexify", "LinearAlgebra", "Measures", "NaNMath", "Pkg", "PlotThemes", "PlotUtils", "PrecompileTools", "Printf", "REPL", "Random", "RecipesBase", "RecipesPipeline", "Reexport", "RelocatableFolders", "Requires", "Scratch", "Showoff", "SparseArrays", "Statistics", "StatsBase", "TOML", "UUIDs", "UnicodeFun", "UnitfulLatexify", "Unzip"] +git-tree-sha1 = "45470145863035bb124ca51b320ed35d071cc6c2" +uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80" +version = "1.40.8" + + [deps.Plots.extensions] + FileIOExt = "FileIO" + GeometryBasicsExt = "GeometryBasics" + IJuliaExt = "IJulia" + ImageInTerminalExt = "ImageInTerminal" + UnitfulExt = "Unitful" + + [deps.Plots.weakdeps] + FileIO = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549" + GeometryBasics = "5c1252a2-5f33-56bf-86c9-59e7332b4326" + IJulia = "7073ff75-c697-5162-941a-fcdaad2a7d2a" + ImageInTerminal = "d8c32880-2388-543b-8c61-d9f865259254" + Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d" + +[[deps.PositiveFactorizations]] +deps = ["LinearAlgebra"] +git-tree-sha1 = "17275485f373e6673f7e7f97051f703ed5b15b20" +uuid = "85a6dd25-e78a-55b7-8502-1745935b8125" +version = "0.2.4" + +[[deps.PrecompileTools]] +deps = ["Preferences"] +git-tree-sha1 = "5aa36f7049a63a1528fe8f7c3f2113413ffd4e1f" +uuid = "aea7be01-6a6a-4083-8856-8a6e6704d82a" +version = "1.2.1" + +[[deps.Preferences]] +deps = ["TOML"] +git-tree-sha1 = "9306f6085165d270f7e3db02af26a400d580f5c6" +uuid = "21216c6a-2e73-6563-6e65-726566657250" +version = "1.4.3" + +[[deps.PrettyPrint]] +git-tree-sha1 = "632eb4abab3449ab30c5e1afaa874f0b98b586e4" +uuid = "8162dcfd-2161-5ef2-ae6c-7681170c5f98" +version = "0.2.0" + +[[deps.Printf]] +deps = ["Unicode"] +uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7" + +[[deps.ProgressMeter]] +deps = ["Distributed", "Printf"] +git-tree-sha1 = "8f6bc219586aef8baf0ff9a5fe16ee9c70cb65e4" +uuid = "92933f4c-e287-5a05-a399-4b506db050ca" +version = "1.10.2" + +[[deps.PtrArrays]] +git-tree-sha1 = "77a42d78b6a92df47ab37e177b2deac405e1c88f" +uuid = "43287f4e-b6f4-7ad1-bb20-aadabca52c3d" +version = "1.2.1" + +[[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" +uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56" +version = "6.7.1+1" + +[[deps.Qt6Declarative_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Qt6Base_jll", "Qt6ShaderTools_jll"] +git-tree-sha1 = "e5dd466bf2569fe08c91a2cc29c1003f4797ac3b" +uuid = "629bc702-f1f5-5709-abd5-49b8460ea067" +version = "6.7.1+2" + +[[deps.Qt6ShaderTools_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Qt6Base_jll"] +git-tree-sha1 = "1a180aeced866700d4bebc3120ea1451201f16bc" +uuid = "ce943373-25bb-56aa-8eca-768745ed7b5a" +version = "6.7.1+1" + +[[deps.Qt6Wayland_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Qt6Base_jll", "Qt6Declarative_jll"] +git-tree-sha1 = "729927532d48cf79f49070341e1d918a65aba6b0" +uuid = "e99dba38-086e-5de3-a5b1-6e4c66e897c3" +version = "6.7.1+1" + +[[deps.QuadGK]] +deps = ["DataStructures", "LinearAlgebra"] +git-tree-sha1 = "cda3b045cf9ef07a08ad46731f5a3165e56cf3da" +uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc" +version = "2.11.1" + + [deps.QuadGK.extensions] + QuadGKEnzymeExt = "Enzyme" + + [deps.QuadGK.weakdeps] + Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9" + +[[deps.Quaternions]] +deps = ["LinearAlgebra", "Random", "RealDot"] +git-tree-sha1 = "994cc27cdacca10e68feb291673ec3a76aa2fae9" +uuid = "94ee1d12-ae83-5a48-8b1c-48b8ff168ae0" +version = "0.7.6" + +[[deps.REPL]] +deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"] +uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb" + +[[deps.Random]] +deps = ["SHA", "Serialization"] +uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c" + +[[deps.Random123]] +deps = ["Random", "RandomNumbers"] +git-tree-sha1 = "4743b43e5a9c4a2ede372de7061eed81795b12e7" +uuid = "74087812-796a-5b5d-8853-05524746bad3" +version = "1.7.0" + +[[deps.RandomNumbers]] +deps = ["Random"] +git-tree-sha1 = "c6ec94d2aaba1ab2ff983052cf6a606ca5985902" +uuid = "e6cf234a-135c-5ec9-84dd-332b85af5143" +version = "1.6.0" + +[[deps.RangeArrays]] +git-tree-sha1 = "b9039e93773ddcfc828f12aadf7115b4b4d225f5" +uuid = "b3c3ace0-ae52-54e7-9d0b-2c1406fd6b9d" +version = "0.3.2" + +[[deps.Ratios]] +deps = ["Requires"] +git-tree-sha1 = "1342a47bf3260ee108163042310d26f2be5ec90b" +uuid = "c84ed2f1-dad5-54f0-aa8e-dbefe2724439" +version = "0.4.5" +weakdeps = ["FixedPointNumbers"] + + [deps.Ratios.extensions] + RatiosFixedPointNumbersExt = "FixedPointNumbers" + +[[deps.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" +uuid = "3cdcf5f2-1ef4-517c-9805-6587b60abb01" +version = "1.3.4" + +[[deps.RecipesPipeline]] +deps = ["Dates", "NaNMath", "PlotUtils", "PrecompileTools", "RecipesBase"] +git-tree-sha1 = "45cf9fd0ca5839d06ef333c8201714e888486342" +uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c" +version = "0.6.12" + +[[deps.Reexport]] +git-tree-sha1 = "45e428421666073eab6f2da5c9d310d99bb12f9b" +uuid = "189a3867-3050-52da-a836-e630ba90ab69" +version = "1.2.2" + +[[deps.RelocatableFolders]] +deps = ["SHA", "Scratch"] +git-tree-sha1 = "ffdaf70d81cf6ff22c2b6e733c900c3321cab864" +uuid = "05181044-ff0b-4ac5-8273-598c1e38db00" +version = "1.0.1" + +[[deps.Requires]] +deps = ["UUIDs"] +git-tree-sha1 = "838a3a4188e2ded87a4f9f184b4b0d78a1e91cb7" +uuid = "ae029012-a4dd-5104-9daa-d747884805df" +version = "1.3.0" + +[[deps.Revise]] +deps = ["CodeTracking", "Distributed", "FileWatching", "JuliaInterpreter", "LibGit2", "LoweredCodeUtils", "OrderedCollections", "REPL", "Requires", "UUIDs", "Unicode"] +git-tree-sha1 = "7f4228017b83c66bd6aa4fddeb170ce487e53bc7" +uuid = "295af30f-e4ad-537b-8983-00126c2a3abe" +version = "3.6.2" + +[[deps.Rmath]] +deps = ["Random", "Rmath_jll"] +git-tree-sha1 = "852bd0f55565a9e973fcfee83a84413270224dc4" +uuid = "79098fc4-a85e-5d69-aa6a-4863f24498fa" +version = "0.8.0" + +[[deps.Rmath_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "58cdd8fb2201a6267e1db87ff148dd6c1dbd8ad8" +uuid = "f50d1b31-88e8-58de-be2c-1cc44531875f" +version = "0.5.1+0" + +[[deps.Roots]] +deps = ["Accessors", "CommonSolve", "Printf"] +git-tree-sha1 = "3a7c7e5c3f015415637f5debdf8a674aa2c979c4" +uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665" +version = "2.2.1" + + [deps.Roots.extensions] + RootsChainRulesCoreExt = "ChainRulesCore" + RootsForwardDiffExt = "ForwardDiff" + RootsIntervalRootFindingExt = "IntervalRootFinding" + RootsSymPyExt = "SymPy" + RootsSymPyPythonCallExt = "SymPyPythonCall" + + [deps.Roots.weakdeps] + ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" + ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210" + IntervalRootFinding = "d2bf35a9-74e0-55ec-b149-d360ff49b807" + SymPy = "24249f21-da20-56a4-8eb1-6a02cf4ae2e6" + SymPyPythonCall = "bc8888f7-b21e-4b7c-a06a-5d9c9496438c" + +[[deps.Rotations]] +deps = ["LinearAlgebra", "Quaternions", "Random", "StaticArrays"] +git-tree-sha1 = "5680a9276685d392c87407df00d57c9924d9f11e" +uuid = "6038ab10-8711-5258-84ad-4b1120ba62dc" +version = "1.7.1" +weakdeps = ["RecipesBase"] + + [deps.Rotations.extensions] + RotationsRecipesBaseExt = "RecipesBase" + +[[deps.SHA]] +uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce" +version = "0.7.0" + +[[deps.ScientificTypesBase]] +git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b" +uuid = "30f210dd-8aff-4c5f-94ba-8e64358c1161" +version = "3.0.0" + +[[deps.Scratch]] +deps = ["Dates"] +git-tree-sha1 = "3bac05bc7e74a75fd9cba4295cde4045d9fe2386" +uuid = "6c6a2e73-6563-6170-7368-637461726353" +version = "1.2.1" + +[[deps.Serialization]] +uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b" + +[[deps.Setfield]] +deps = ["ConstructionBase", "Future", "MacroTools", "StaticArraysCore"] +git-tree-sha1 = "e2cc6d8c88613c05e1defb55170bf5ff211fbeac" +uuid = "efcf1570-3423-57d1-acb7-fd33fddbac46" +version = "1.1.1" + +[[deps.SharedArrays]] +deps = ["Distributed", "Mmap", "Random", "Serialization"] +uuid = "1a1011a3-84de-559e-8e89-a11a2f7dc383" + +[[deps.Showoff]] +deps = ["Dates", "Grisu"] +git-tree-sha1 = "91eddf657aca81df9ae6ceb20b959ae5653ad1de" +uuid = "992d4aef-0814-514b-bc4d-f2e9a6c4116f" +version = "1.0.3" + +[[deps.SimpleBufferStream]] +git-tree-sha1 = "f305871d2f381d21527c770d4788c06c097c9bc1" +uuid = "777ac1f9-54b0-4bf8-805c-2214025038e7" +version = "1.2.0" + +[[deps.SimpleTraits]] +deps = ["InteractiveUtils", "MacroTools"] +git-tree-sha1 = "5d7e3f4e11935503d3ecaf7186eac40602e7d231" +uuid = "699a6c99-e7fa-54fc-8d76-47d257e15c1d" +version = "0.9.4" + +[[deps.Sockets]] +uuid = "6462fe0b-24de-5631-8697-dd941f90decc" + +[[deps.SortingAlgorithms]] +deps = ["DataStructures"] +git-tree-sha1 = "66e0a8e672a0bdfca2c3f5937efb8538b9ddc085" +uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c" +version = "1.2.1" + +[[deps.SparseArrays]] +deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"] +uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf" + +[[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.SplittablesBase]] +deps = ["Setfield", "Test"] +git-tree-sha1 = "e08a62abc517eb79667d0a29dc08a3b589516bb5" +uuid = "171d559e-b47b-412a-8079-5efa626c420e" +version = "0.1.15" + +[[deps.StackViews]] +deps = ["OffsetArrays"] +git-tree-sha1 = "46e589465204cd0c08b4bd97385e4fa79a0c770c" +uuid = "cae243ae-269e-4f55-b966-ac2d0dc13c15" +version = "0.1.1" + +[[deps.Static]] +deps = ["IfElse"] +git-tree-sha1 = "b366eb1eb68075745777d80861c6706c33f588ae" +uuid = "aedffcd0-7271-4cad-89d0-dc628f76c6d3" +version = "0.8.9" + +[[deps.StaticArrayInterface]] +deps = ["ArrayInterface", "Compat", "IfElse", "LinearAlgebra", "PrecompileTools", "Requires", "Static"] +git-tree-sha1 = "c3668ff1a3e4ddf374fc4f8c25539ce7194dcc39" +uuid = "0d7ed370-da01-4f52-bd93-41d350b8b718" +version = "1.6.0" +weakdeps = ["OffsetArrays", "StaticArrays"] + + [deps.StaticArrayInterface.extensions] + StaticArrayInterfaceOffsetArraysExt = "OffsetArrays" + StaticArrayInterfaceStaticArraysExt = "StaticArrays" + +[[deps.StaticArrays]] +deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"] +git-tree-sha1 = "eeafab08ae20c62c44c8399ccb9354a04b80db50" +uuid = "90137ffa-7385-5640-81b9-e52037218182" +version = "1.9.7" +weakdeps = ["ChainRulesCore", "Statistics"] + + [deps.StaticArrays.extensions] + StaticArraysChainRulesCoreExt = "ChainRulesCore" + StaticArraysStatisticsExt = "Statistics" + +[[deps.StaticArraysCore]] +git-tree-sha1 = "192954ef1208c7019899fbf8049e717f92959682" +uuid = "1e83bf80-4336-4d27-bf5d-d5a4f845583c" +version = "1.4.3" + +[[deps.StatisticalTraits]] +deps = ["ScientificTypesBase"] +git-tree-sha1 = "542d979f6e756f13f862aa00b224f04f9e445f11" +uuid = "64bff920-2084-43da-a3e6-9bb72801c0c9" +version = "3.4.0" + +[[deps.Statistics]] +deps = ["LinearAlgebra", "SparseArrays"] +uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2" +version = "1.9.0" + +[[deps.StatsAPI]] +deps = ["LinearAlgebra"] +git-tree-sha1 = "1ff449ad350c9c4cbc756624d6f8a8c3ef56d3ed" +uuid = "82ae8749-77ed-4fe6-ae5f-f523153014b0" +version = "1.7.0" + +[[deps.StatsBase]] +deps = ["DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"] +git-tree-sha1 = "d1bf48bfcc554a3761a133fe3a9bb01488e06916" +uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91" +version = "0.33.21" + +[[deps.StatsFuns]] +deps = ["HypergeometricFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"] +git-tree-sha1 = "b423576adc27097764a90e163157bcfc9acf0f46" +uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c" +version = "1.3.2" +weakdeps = ["ChainRulesCore", "InverseFunctions"] + + [deps.StatsFuns.extensions] + StatsFunsChainRulesCoreExt = "ChainRulesCore" + StatsFunsInverseFunctionsExt = "InverseFunctions" + +[[deps.StructArrays]] +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.SuiteSparse]] +deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"] +uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9" + +[[deps.SuiteSparse_jll]] +deps = ["Artifacts", "Libdl", "Pkg", "libblastrampoline_jll"] +uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c" +version = "5.10.1+6" + +[[deps.TOML]] +deps = ["Dates"] +uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76" +version = "1.0.3" + +[[deps.TableTraits]] +deps = ["IteratorInterfaceExtensions"] +git-tree-sha1 = "c06b2f539df1c6efa794486abfb6ed2022561a39" +uuid = "3783bdb8-4a98-5b6b-af9a-565f29a5fe9c" +version = "1.0.1" + +[[deps.Tables]] +deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "OrderedCollections", "TableTraits"] +git-tree-sha1 = "598cd7c1f68d1e205689b1c2fe65a9f85846f297" +uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c" +version = "1.12.0" + +[[deps.Tar]] +deps = ["ArgTools", "SHA"] +uuid = "a4e569a6-e804-4fa4-b0f3-eef7a1d5b13e" +version = "1.10.0" + +[[deps.TensorCore]] +deps = ["LinearAlgebra"] +git-tree-sha1 = "1feb45f88d133a655e001435632f019a9a1bcdb6" +uuid = "62fd8b95-f654-4bbd-a8a5-9c27f68ccd50" +version = "0.1.1" + +[[deps.Test]] +deps = ["InteractiveUtils", "Logging", "Random", "Serialization"] +uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40" + +[[deps.TiledIteration]] +deps = ["OffsetArrays"] +git-tree-sha1 = "5683455224ba92ef59db72d10690690f4a8dc297" +uuid = "06e1c1a7-607b-532d-9fad-de7d9aa2abac" +version = "0.3.1" + +[[deps.TimerOutputs]] +deps = ["ExprTools", "Printf"] +git-tree-sha1 = "3a6f063d690135f5c1ba351412c82bae4d1402bf" +uuid = "a759f4b9-e2f1-59dc-863e-4aeb61b1ea8f" +version = "0.5.25" + +[[deps.TranscodingStreams]] +git-tree-sha1 = "0c45878dcfdcfa8480052b6ab162cdd138781742" +uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa" +version = "0.11.3" + +[[deps.Transducers]] +deps = ["Accessors", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "SplittablesBase", "Tables"] +git-tree-sha1 = "7deeab4ff96b85c5f72c824cae53a1398da3d1cb" +uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999" +version = "0.4.84" + + [deps.Transducers.extensions] + TransducersAdaptExt = "Adapt" + TransducersBlockArraysExt = "BlockArrays" + TransducersDataFramesExt = "DataFrames" + TransducersLazyArraysExt = "LazyArrays" + TransducersOnlineStatsBaseExt = "OnlineStatsBase" + TransducersReferenceablesExt = "Referenceables" + + [deps.Transducers.weakdeps] + Adapt = "79e6a3ab-5dfb-504d-930d-738a2a938a0e" + BlockArrays = "8e7c35d0-a365-5155-bbbb-fb81a777f24e" + DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" + LazyArrays = "5078a376-72f3-5289-bfd5-ec5146d43c02" + OnlineStatsBase = "925886fa-5bf2-5e8e-b522-a9147a512338" + Referenceables = "42d2dcc6-99eb-4e98-b66c-637b7d73030e" + +[[deps.Tullio]] +deps = ["DiffRules", "LinearAlgebra", "Requires"] +git-tree-sha1 = "6d476962ba4e435d7f4101a403b1d3d72afe72f3" +uuid = "bc48ee85-29a4-5162-ae0b-a64e1601d4bc" +version = "0.3.7" + + [deps.Tullio.extensions] + TullioCUDAExt = "CUDA" + TullioChainRulesCoreExt = "ChainRulesCore" + TullioFillArraysExt = "FillArrays" + TullioTrackerExt = "Tracker" + + [deps.Tullio.weakdeps] + CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba" + ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" + FillArrays = "1a297f60-69ca-5386-bcde-b61e274b549b" + Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" + +[[deps.URIs]] +git-tree-sha1 = "67db6cc7b3821e19ebe75791a9dd19c9b1188f2b" +uuid = "5c2747f8-b7ea-4ff2-ba2e-563bfd36b1d4" +version = "1.5.1" + +[[deps.UUIDs]] +deps = ["Random", "SHA"] +uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4" + +[[deps.UnPack]] +git-tree-sha1 = "387c1f73762231e86e0c9c5443ce3b4a0a9a0c2b" +uuid = "3a884ed6-31ef-47d7-9d2a-63182c4928ed" +version = "1.0.2" + +[[deps.Unicode]] +uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5" + +[[deps.UnicodeFun]] +deps = ["REPL"] +git-tree-sha1 = "53915e50200959667e78a92a418594b428dffddf" +uuid = "1cfade01-22cf-5700-b092-accc4b62d6e1" +version = "0.4.1" + +[[deps.Unitful]] +deps = ["Dates", "LinearAlgebra", "Random"] +git-tree-sha1 = "d95fe458f26209c66a187b1114df96fd70839efd" +uuid = "1986cc42-f94f-5a68-af5c-568840ba703d" +version = "1.21.0" +weakdeps = ["ConstructionBase", "InverseFunctions"] + + [deps.Unitful.extensions] + ConstructionBaseUnitfulExt = "ConstructionBase" + InverseFunctionsUnitfulExt = "InverseFunctions" + +[[deps.UnitfulLatexify]] +deps = ["LaTeXStrings", "Latexify", "Unitful"] +git-tree-sha1 = "975c354fcd5f7e1ddcc1f1a23e6e091d99e99bc8" +uuid = "45397f5d-5981-4c77-b2b3-fc36d6e9b728" +version = "1.6.4" + +[[deps.UnsafeAtomics]] +git-tree-sha1 = "6331ac3440856ea1988316b46045303bef658278" +uuid = "013be700-e6cd-48c3-b4a1-df204f14c38f" +version = "0.2.1" + +[[deps.UnsafeAtomicsLLVM]] +deps = ["LLVM", "UnsafeAtomics"] +git-tree-sha1 = "bf2c553f25e954a9b38c9c0593a59bb13113f9e5" +uuid = "d80eeb9a-aca5-4d75-85e5-170c8b632249" +version = "0.1.5" + +[[deps.Unzip]] +git-tree-sha1 = "ca0969166a028236229f63514992fc073799bb78" +uuid = "41fe7b60-77ed-43a1-b4f0-825fd5a5650d" +version = "0.2.0" + +[[deps.Vulkan_Loader_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Wayland_jll", "Xorg_libX11_jll", "Xorg_libXrandr_jll", "xkbcommon_jll"] +git-tree-sha1 = "2f0486047a07670caad3a81a075d2e518acc5c59" +uuid = "a44049a8-05dd-5a78-86c9-5fde0876e88c" +version = "1.3.243+0" + +[[deps.Wayland_jll]] +deps = ["Artifacts", "EpollShim_jll", "Expat_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg", "XML2_jll"] +git-tree-sha1 = "7558e29847e99bc3f04d6569e82d0f5c54460703" +uuid = "a2964d1f-97da-50d4-b82a-358c7fce9d89" +version = "1.21.0+1" + +[[deps.Wayland_protocols_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] +git-tree-sha1 = "93f43ab61b16ddfb2fd3bb13b3ce241cafb0e6c9" +uuid = "2381bf8a-dfd0-557d-9999-79630e7b1b91" +version = "1.31.0+0" + +[[deps.WebIO]] +deps = ["AssetRegistry", "Base64", "Distributed", "FunctionalCollections", "JSON", "Logging", "Observables", "Pkg", "Random", "Requires", "Sockets", "UUIDs", "WebSockets", "Widgets"] +git-tree-sha1 = "0eef0765186f7452e52236fa42ca8c9b3c11c6e3" +uuid = "0f1e0344-ec1d-5b48-a673-e5cf874b6c29" +version = "0.8.21" + +[[deps.WebSockets]] +deps = ["Base64", "Dates", "HTTP", "Logging", "Sockets"] +git-tree-sha1 = "4162e95e05e79922e44b9952ccbc262832e4ad07" +uuid = "104b5d7c-a370-577a-8038-80a2059c5097" +version = "1.6.0" + +[[deps.Widgets]] +deps = ["Colors", "Dates", "Observables", "OrderedCollections"] +git-tree-sha1 = "fcdae142c1cfc7d89de2d11e08721d0f2f86c98a" +uuid = "cc8bc4a8-27d6-5769-a93b-9d913e69aa62" +version = "0.6.6" + +[[deps.WoodburyMatrices]] +deps = ["LinearAlgebra", "SparseArrays"] +git-tree-sha1 = "5f24e158cf4cee437052371455fe361f526da062" +uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6" +version = "0.5.6" + +[[deps.XML2_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"] +git-tree-sha1 = "1165b0443d0eca63ac1e32b8c0eb69ed2f4f8127" +uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a" +version = "2.13.3+0" + +[[deps.XSLT_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "XML2_jll", "Zlib_jll"] +git-tree-sha1 = "a54ee957f4c86b526460a720dbc882fa5edcbefc" +uuid = "aed1982a-8fda-507f-9586-7b0439959a61" +version = "1.1.41+0" + +[[deps.XZ_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "ac88fb95ae6447c8dda6a5503f3bafd496ae8632" +uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800" +version = "5.4.6+0" + +[[deps.Xorg_libICE_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "326b4fea307b0b39892b3e85fa451692eda8d46c" +uuid = "f67eecfb-183a-506d-b269-f58e52b52d7c" +version = "1.1.1+0" + +[[deps.Xorg_libSM_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libICE_jll"] +git-tree-sha1 = "3796722887072218eabafb494a13c963209754ce" +uuid = "c834827a-8449-5923-a945-d239c165b7dd" +version = "1.2.4+0" + +[[deps.Xorg_libX11_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxcb_jll", "Xorg_xtrans_jll"] +git-tree-sha1 = "afead5aba5aa507ad5a3bf01f58f82c8d1403495" +uuid = "4f6342f7-b3d2-589e-9d20-edeb45f2b2bc" +version = "1.8.6+0" + +[[deps.Xorg_libXau_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "6035850dcc70518ca32f012e46015b9beeda49d8" +uuid = "0c0b7dd1-d40b-584c-a123-a41640f87eec" +version = "1.0.11+0" + +[[deps.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" + +[[deps.Xorg_libXdmcp_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "34d526d318358a859d7de23da945578e8e8727b7" +uuid = "a3789734-cfe1-5b06-b2d0-1dd0d9d62d05" +version = "1.1.4+0" + +[[deps.Xorg_libXext_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"] +git-tree-sha1 = "d2d1a5c49fae4ba39983f63de6afcbea47194e85" +uuid = "1082639a-0dae-5f34-9b06-72781eeb8cb3" +version = "1.3.6+0" + +[[deps.Xorg_libXfixes_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"] +git-tree-sha1 = "0e0dc7431e7a0587559f9294aeec269471c991a4" +uuid = "d091e8ba-531a-589c-9de9-94069b037ed8" +version = "5.0.3+4" + +[[deps.Xorg_libXi_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll", "Xorg_libXfixes_jll"] +git-tree-sha1 = "89b52bc2160aadc84d707093930ef0bffa641246" +uuid = "a51aa0fd-4e3c-5386-b890-e753decda492" +version = "1.7.10+4" + +[[deps.Xorg_libXinerama_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll"] +git-tree-sha1 = "26be8b1c342929259317d8b9f7b53bf2bb73b123" +uuid = "d1454406-59df-5ea1-beac-c340f2130bc3" +version = "1.1.4+4" + +[[deps.Xorg_libXrandr_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll"] +git-tree-sha1 = "34cea83cb726fb58f325887bf0612c6b3fb17631" +uuid = "ec84b674-ba8e-5d96-8ba1-2a689ba10484" +version = "1.5.2+4" + +[[deps.Xorg_libXrender_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"] +git-tree-sha1 = "47e45cd78224c53109495b3e324df0c37bb61fbe" +uuid = "ea2f1a96-1ddc-540d-b46f-429655e07cfa" +version = "0.9.11+0" + +[[deps.Xorg_libpthread_stubs_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "8fdda4c692503d44d04a0603d9ac0982054635f9" +uuid = "14d82f49-176c-5ed1-bb49-ad3f5cbd8c74" +version = "0.1.1+0" + +[[deps.Xorg_libxcb_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "XSLT_jll", "Xorg_libXau_jll", "Xorg_libXdmcp_jll", "Xorg_libpthread_stubs_jll"] +git-tree-sha1 = "bcd466676fef0878338c61e655629fa7bbc69d8e" +uuid = "c7cfdc94-dc32-55de-ac96-5a1b8d977c5b" +version = "1.17.0+0" + +[[deps.Xorg_libxkbfile_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"] +git-tree-sha1 = "730eeca102434283c50ccf7d1ecdadf521a765a4" +uuid = "cc61e674-0454-545c-8b26-ed2c68acab7a" +version = "1.1.2+0" + +[[deps.Xorg_xcb_util_cursor_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_jll", "Xorg_xcb_util_renderutil_jll"] +git-tree-sha1 = "04341cb870f29dcd5e39055f895c39d016e18ccd" +uuid = "e920d4aa-a673-5f3a-b3d7-f755a4d47c43" +version = "0.1.4+0" + +[[deps.Xorg_xcb_util_image_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"] +git-tree-sha1 = "0fab0a40349ba1cba2c1da699243396ff8e94b97" +uuid = "12413925-8142-5f55-bb0e-6d7ca50bb09b" +version = "0.4.0+1" + +[[deps.Xorg_xcb_util_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libxcb_jll"] +git-tree-sha1 = "e7fd7b2881fa2eaa72717420894d3938177862d1" +uuid = "2def613f-5ad1-5310-b15b-b15d46f528f5" +version = "0.4.0+1" + +[[deps.Xorg_xcb_util_keysyms_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"] +git-tree-sha1 = "d1151e2c45a544f32441a567d1690e701ec89b00" +uuid = "975044d2-76e6-5fbe-bf08-97ce7c6574c7" +version = "0.4.0+1" + +[[deps.Xorg_xcb_util_renderutil_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"] +git-tree-sha1 = "dfd7a8f38d4613b6a575253b3174dd991ca6183e" +uuid = "0d47668e-0667-5a69-a72c-f761630bfb7e" +version = "0.3.9+1" + +[[deps.Xorg_xcb_util_wm_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"] +git-tree-sha1 = "e78d10aab01a4a154142c5006ed44fd9e8e31b67" +uuid = "c22f9ab0-d5fe-5066-847c-f4bb1cd4e361" +version = "0.4.1+1" + +[[deps.Xorg_xkbcomp_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxkbfile_jll"] +git-tree-sha1 = "330f955bc41bb8f5270a369c473fc4a5a4e4d3cb" +uuid = "35661453-b289-5fab-8a00-3d9160c6a3a4" +version = "1.4.6+0" + +[[deps.Xorg_xkeyboard_config_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xkbcomp_jll"] +git-tree-sha1 = "691634e5453ad362044e2ad653e79f3ee3bb98c3" +uuid = "33bec58e-1273-512f-9401-5d533626f822" +version = "2.39.0+0" + +[[deps.Xorg_xtrans_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "e92a1a012a10506618f10b7047e478403a046c77" +uuid = "c5fb5394-a638-5e4d-96e5-b29de1b5cf10" +version = "1.5.0+0" + +[[deps.Zlib_jll]] +deps = ["Libdl"] +uuid = "83775a58-1f1d-513f-b197-d71354ab007a" +version = "1.2.13+0" + +[[deps.Zstd_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +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 = "f816633be6dc5c0ed9ffedda157ecfda0b3b6a69" +uuid = "e88e6eb3-aa80-5325-afca-941959d7151f" +version = "0.6.72" + + [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" +uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06" +version = "3.2.9+0" + +[[deps.fzf_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "936081b536ae4aa65415d869287d43ef3cb576b2" +uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09" +version = "0.53.0+0" + +[[deps.gperf_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] +git-tree-sha1 = "3516a5630f741c9eecb3720b1ec9d8edc3ecc033" +uuid = "1a1c6b14-54f6-533d-8383-74cd7377aa70" +version = "3.1.1+0" + +[[deps.libaom_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "1827acba325fdcdf1d2647fc8d5301dd9ba43a9d" +uuid = "a4ae2306-e953-59d6-aa16-d00cac43593b" +version = "3.9.0+0" + +[[deps.libass_jll]] +deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Zlib_jll"] +git-tree-sha1 = "e17c115d55c5fbb7e52ebedb427a0dca79d4484e" +uuid = "0ac62f75-1d6f-5e53-bd7c-93b484bb37c0" +version = "0.15.2+0" + +[[deps.libblastrampoline_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "8e850b90-86db-534c-a0d3-1478176c7d93" +version = "5.8.0+0" + +[[deps.libdecor_jll]] +deps = ["Artifacts", "Dbus_jll", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pango_jll", "Wayland_jll", "xkbcommon_jll"] +git-tree-sha1 = "9bf7903af251d2050b467f76bdbe57ce541f7f4f" +uuid = "1183f4f0-6f2a-5f1a-908b-139f9cdfea6f" +version = "0.2.2+0" + +[[deps.libevdev_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] +git-tree-sha1 = "141fe65dc3efabb0b1d5ba74e91f6ad26f84cc22" +uuid = "2db6ffa8-e38f-5e21-84af-90c45d0032cc" +version = "1.11.0+0" + +[[deps.libfdk_aac_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "8a22cf860a7d27e4f3498a0fe0811a7957badb38" +uuid = "f638f0a6-7fb0-5443-88ba-1cc74229b280" +version = "2.0.3+0" + +[[deps.libinput_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "eudev_jll", "libevdev_jll", "mtdev_jll"] +git-tree-sha1 = "ad50e5b90f222cfe78aa3d5183a20a12de1322ce" +uuid = "36db933b-70db-51c0-b978-0f229ee0e533" +version = "1.18.0+0" + +[[deps.libpng_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"] +git-tree-sha1 = "b70c870239dc3d7bc094eb2d6be9b73d27bef280" +uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f" +version = "1.6.44+0" + +[[deps.libsharp2_jll]] +deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LLVMOpenMP_jll", "Libdl", "Pkg"] +git-tree-sha1 = "1029b8ace2e7cb7c6bafde9300380acd6faee75a" +uuid = "180207a7-b08e-5162-af94-7d62a04fe081" +version = "1.0.2+2" + +[[deps.libvorbis_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"] +git-tree-sha1 = "490376214c4721cdaca654041f635213c6165cb3" +uuid = "f27f6e37-5d2b-51aa-960f-b287f2bc3b7a" +version = "1.3.7+2" + +[[deps.mtdev_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] +git-tree-sha1 = "814e154bdb7be91d78b6802843f76b6ece642f11" +uuid = "009596ad-96f7-51b1-9f1b-5ce2d5e8a71e" +version = "1.1.6+0" + +[[deps.nghttp2_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d" +version = "1.52.0+1" + +[[deps.oneTBB_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "7d0ea0f4895ef2f5cb83645fa689e52cb55cf493" +uuid = "1317d2d5-d96f-522e-a858-c73665f53c3e" +version = "2021.12.0+0" + +[[deps.p7zip_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0" +version = "17.4.0+0" + +[[deps.x264_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] +git-tree-sha1 = "4fea590b89e6ec504593146bf8b988b2c00922b2" +uuid = "1270edf5-f2f9-52d2-97e9-ab00b5d0237a" +version = "2021.5.5+0" + +[[deps.x265_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] +git-tree-sha1 = "ee567a171cce03570d77ad3a43e90218e38937a9" +uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76" +version = "3.5.0+0" + +[[deps.xkbcommon_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Wayland_jll", "Wayland_protocols_jll", "Xorg_libxcb_jll", "Xorg_xkeyboard_config_jll"] +git-tree-sha1 = "9c304562909ab2bab0262639bd4f444d7bc2be37" +uuid = "d8fb68d0-12a3-5cfd-a85a-d49703b185fd" +version = "1.4.1+1" diff --git a/demo/Project.toml b/demo/Project.toml new file mode 100644 index 00000000..1bfa5cef --- /dev/null +++ b/demo/Project.toml @@ -0,0 +1,9 @@ +[deps] +CMBLensing = "b60c06c0-7e54-11e8-3788-4bd722d65317" +CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba" +Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f" +LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" +PlotlyJS = "f0f68f2c-4968-5e81-91da-67840de0976a" +Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80" +Revise = "295af30f-e4ad-537b-8983-00126c2a3abe" +Setfield = "efcf1570-3423-57d1-acb7-fd33fddbac46" diff --git a/demo/demo.ipynb b/demo/demo.ipynb new file mode 100644 index 00000000..49ced042 --- /dev/null +++ b/demo/demo.ipynb @@ -0,0 +1,331 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "using Revise\n", + "using CMBLensing, CUDA, Distributions, LinearAlgebra, Plots, Setfield\n", + "Plots.default(\n", + " lw=2, framestyle=:box, minorticks=false, color_palette=Plots.palette(:tab10),\n", + " size=(525,400), tickfontsize=12, label=\"\", msw=0\n", + ")\n", + "plotlyjs();" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Model -> MUSE" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "proj = ProjLambert(Ny=1024, Nx=2048, θpix=2.25, T=Float32, storage=CuArray);" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "Cℓ = camb(r=0.1);" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "Cϕ = Cℓ_to_Cov(:I, proj, Cℓ.total.ϕϕ);" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "Cf = Cℓ_to_Cov(:P, proj, Cℓ.unlensed_total.EE, Cℓ.unlensed_total.BB);" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "Cn = Cℓ_to_Cov(:P, proj, noiseCℓs(μKarcminT=4.5, ℓknee=0).TT, noiseCℓs(μKarcminT=4.5, ℓknee=0).TT);" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "ϕ = simulate(Cϕ);" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "f = simulate(Cf);" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "n = simulate(Cn);" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "plot_zoom((LenseFlow(ϕ) * f + n)[:E]);" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "@kwdef mutable struct MyDataset4 <: DataSet\n", + " d\n", + " Cf\n", + " Cϕ\n", + " Cn\n", + " M = MidPass(300,4000)\n", + "\n", + " # boilerplate: \n", + " L = LenseFlow(7)\n", + " Cf̃ = Cf\n", + " Cn̂ = Cn\n", + " G = I\n", + " B̂ = I\n", + " M̂ = I\n", + " D = sqrt((Cf + (I*Float32(deg2rad(5/60)^2) + 2*Cn)) * pinv(Cf))\n", + "end" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "quadratic_estimate(ds)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "@fwdmodel function (ds::MyDataset5)(; f, ϕ, θ=nothing, d=ds.d)\n", + " f ~ MvNormal(0, ds.Cf)\n", + " ϕ ~ MvNormal(0, ds.Cϕ)\n", + " f_rot = FlatEBMap(\n", + " f[:E] * cos(2θ) + f[:B] * sin(2θ),\n", + " -f[:E] * sin(2θ) + f[:B] * cos(2θ)\n", + " )\n", + " d ~ MvNormal(ds.M * (LenseFlow(ϕ) * f_rot), ds.Cn)\n", + "end\n", + "\n", + "CMBLensing.logprior(ds::MyDataset5; _...) = 0" + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "metadata": {}, + "outputs": [], + "source": [ + "@fwdmodel function (ds::MyDataset4)(; f, ϕ, θ=nothing, d=ds.d)\n", + " (;Cf, Cϕ, Cn, M, L) = ds\n", + " f ~ MvNormal(0, Cf)\n", + " ϕ ~ MvNormal(0, Cϕ)\n", + " d ~ MvNormal(M * (L(ϕ) * f), Cn)\n", + "end\n", + "\n", + "CMBLensing.logprior(ds::MyDataset3; _...) = 0" + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "metadata": {}, + "outputs": [], + "source": [ + "ds = MyDataset4(;d=nothing, Cf, Cϕ, Cn);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# mMAP vs jMAP" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [], + "source": [ + "(;ds) = load_sim(\n", + " θpix = 2.25,\n", + " Nside = 512,\n", + " pol = :P,\n", + " T = Float32, \n", + " storage = CuArray,\n", + " beamFWHM = 1.5,\n", + " μKarcminT = 3,\n", + " pixel_mask_kwargs = (edge_padding_deg=1.5, edge_rounding_deg=0.5, apodization_deg=0.5, num_ptsrcs=0)\n", + ");" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "plot(diag(ds.M[2])[:Q])" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [], + "source": [ + "(;d, f, ϕ) = simulate(ds);\n", + "ds.d = d;" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "jMAP = @time MAP_joint(ds, nsteps=30, progress=false);" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "plot(first.(jMAP.history))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "mMAP = @time MAP_marg(ds, nsteps_with_meanfield_update=30, Nsims=30, nsteps=30, α=0.5, progress=false);" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "mffmMAP = @time MAP_marg(ds, nsteps_with_meanfield_update=0, Nsims=0, nsteps=30, α=0.5, progress=false);" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "plot(get_Cℓ(∇²*ϕ), label=\"true\")\n", + "plot!(get_Cℓ(∇²*jMAP.ϕ), label=\"jMAP\")\n", + "plot!(get_Cℓ(∇²*mMAP.ϕ), label=\"mMAP\")\n", + "plot!(get_Cℓ(∇²*mffmMAP.ϕ), label=\"mffmMAP\")\n", + "plot!(yscale=:log10, ylim=(1e-10,1e-5), xlim=(0,2000))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "plot(get_ρℓ(∇²*ϕ,∇²*jMAP.ϕ,), label=\"true x jMAP\")\n", + "plot!(get_ρℓ(∇²*ϕ,∇²*mMAP.ϕ), label=\"true x mMAP\")\n", + "plot!(get_ρℓ(∇²*jMAP.ϕ,∇²*mMAP.ϕ), label=\"mMAP x jMAP\")\n", + "plot!(get_ρℓ(∇²*jMAP.ϕ,∇²*mffmMAP.ϕ), label=\"mffmMAP x jMAP\")\n", + "plot!(ticks=:native)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "plot(\n", + " plot(∇² * jMAP.ϕ, title = \"jMAP\"),\n", + " plot(∇² * mffmMAP.ϕ, title = \"mffmMAP\"),\n", + " plot(∇² * mMAP.ϕ, title = \"mMAP\"),\n", + " layout = (1, 3), size = (900,300), cbar = false\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Lenspyx AD" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Julia 1.9.4", + "language": "julia", + "name": "julia-1.9" + }, + "language_info": { + "file_extension": ".jl", + "mimetype": "application/julia", + "name": "julia", + "version": "1.9.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/ext/CMBLensingCUDAExt.jl b/ext/CMBLensingCUDAExt.jl index 38c073ae..12373efc 100644 --- a/ext/CMBLensingCUDAExt.jl +++ b/ext/CMBLensingCUDAExt.jl @@ -133,4 +133,21 @@ function Base.reshape(a::CuArray{T,M}, dims::Tuple{}) where {T,M} end +# GPU +function CMBLensing._bilinear_sparse_repr(compute_row!, Ny, Nx, j̃s, ĩs, K, T) + K = CuVector{Cint}(K) + M = similar(K) + V = similar(K,T) + CMBLensing.cuda(ĩs, j̃s, M, V; threads=256) do ĩs, j̃s, M, V + index = threadIdx().x + stride = blockDim().x + for I in index:stride:length(ĩs) + compute_row!(I, ĩs[I], j̃s[I], M, V) + end + end + CuSparseMatrixCSR(CuSparseMatrixCOO{T}(K,M,V,(Nx*Ny,Nx*Ny))) +end + + + end \ No newline at end of file diff --git a/src/bilinearlens.jl b/src/bilinearlens.jl index 8e8b0ebf..287edeb6 100644 --- a/src/bilinearlens.jl +++ b/src/bilinearlens.jl @@ -76,38 +76,23 @@ function BilinearLens(ϕ::FlatField) # a surprisingly large fraction of the computation for large Nside, so memoize it: @memoize getK(Nx,Ny) = Int32.((4:4*Nx*Ny+3) .÷ 4) - # CPU - function compute_sparse_repr(is_gpu_backed::Val{false}) - K = Vector{Int32}(getK(Nx,Ny)) - M = similar(K) - V = similar(K,T) - for I in 1:length(ĩs) - compute_row!(I, ĩs[I], j̃s[I], M, V) - end - sparse(K,M,V,Nx*Ny,Nx*Ny) - end + BilinearLens(ϕ, _bilinear_sparse_repr(compute_row!, Ny, Nx, j̃s, ĩs, getK(Nx,Ny), T), nothing) - # GPU - function compute_sparse_repr(is_gpu_backed::Val{true}) - K = CuVector{Cint}(getK(Nx,Ny)) - M = similar(K) - V = similar(K,T) - cuda(ĩs, j̃s, M, V; threads=256) do ĩs, j̃s, M, V - index = threadIdx().x - stride = blockDim().x - for I in index:stride:length(ĩs) - compute_row!(I, ĩs[I], j̃s[I], M, V) - end - end - CuSparseMatrixCSR(CuSparseMatrixCOO{T}(K,M,V,(Nx*Ny,Nx*Ny))) - end - - - BilinearLens(ϕ, compute_sparse_repr(Val(is_gpu_backed(ϕ))), nothing) +end +# CPU +function _bilinear_sparse_repr(compute_row!, Ny, Nx, j̃s, ĩs, K, T) + K = Vector{Int32}(K) + M = similar(K) + V = similar(K,T) + for I in 1:length(ĩs) + compute_row!(I, ĩs[I], j̃s[I], M, V) + end + sparse(K,M,V,Nx*Ny,Nx*Ny) end + # lazily computing the sparse representation for anti-lensing function get_anti_lensing_sparse_repr!(Lϕ::BilinearLens) diff --git a/src/maximization.jl b/src/maximization.jl index b4c3c214..90e29d4d 100644 --- a/src/maximization.jl +++ b/src/maximization.jl @@ -253,7 +253,6 @@ function MAP_marg( nsteps_with_meanfield_update = 4, conjgrad_kwargs = (tol=1e-1,nsteps=500), α = 0.2, - weights = :unlensed, Nsims = 50, Nbatch = 1, progress::Bool = true, @@ -266,7 +265,6 @@ function MAP_marg( dsθ = ds(θ) dsθ.G = I # MAP_marg is invariant to G so avoid wasted computation - set_distributed_dataset(dsθ) @unpack Cϕ, Nϕ, d, Cf, Cn, L = dsθ Hϕ⁻¹ = pinv(pinv(Cϕ) + pinv(Nϕ)) T = real(eltype(d)) @@ -274,9 +272,9 @@ function MAP_marg( ϕ = (ϕstart != nothing) ? ϕstart : ϕ = zero(diag(Cϕ)) f_wf_sims_prev = fill(nothing, Nsims÷Nbatch) f_wf_prev = nothing - ḡ = nothing + ḡ = 0 - tr = [] + history = [] if progress pbar = DistributedProgress(nsteps_with_meanfield_update*Nsims + nsteps, 0.1, "MAP_marg: ") @@ -297,7 +295,7 @@ function MAP_marg( # gradient of data and mean-field sims function gMAP(Lϕ, dsθ, f_wf_prev, i) - f_wf, history = argmaxf_logpdf( + f_wf, h = argmaxf_logpdf( dsθ, (;ϕ, θ); fstart = (isnothing(f_wf_prev) ? 0d : f_wf_prev), @@ -310,15 +308,16 @@ function MAP_marg( ("α", α), ("CG ($(i==0 ? "data" : "sim $i"))", "$(length(history)) iterations"), ]) - (;g, f_wf, history) + (;g, f_wf, h) end if step > nsteps_with_meanfield_update gMAP_data = gMAP(Lϕ, dsθ, f_wf_prev, 0) + gMAP_data = (;g=gMAP_data.g + Cϕ\ϕ, gMAP_data.f_wf, gMAP_data.h) # is no MF add in prior so it cancels when sutracted below f_wf_prev = gMAP_data.f_wf else gMAP_data, gMAP_sims = peel(pmap(0:Nsims, [dsθ.d, d_sims...], [f_wf_prev, f_wf_sims_prev...]) do i, d, f_wf_prev - gMAP(Lϕ, @set(get_distributed_dataset().d=d), f_wf_prev, i) + gMAP(Lϕ, @set(ds.d=d), f_wf_prev, i) end) ḡ = mean(map(gMAP_sims) do gMAP mean(unbatch(gMAP.g)) @@ -332,12 +331,10 @@ function MAP_marg( # take step ϕ += T(α) * Hϕ⁻¹ * g - push!(tr, (;step, g, ϕ)) + push!(history, (;step, g, ϕ)) end - set_distributed_dataset(nothing) # free memory - - return ϕ, tr + return (;ϕ, history) end