diff --git a/_quarto.yml b/_quarto.yml index 6d23ce2e7..a80907235 100644 --- a/_quarto.yml +++ b/_quarto.yml @@ -82,6 +82,8 @@ website: href: tutorials/09-variational-inference/index.qmd - text: "Bayesian Differential Equations" href: tutorials/10-bayesian-differential-equations/index.qmd + - text: "Bayesian Stochastic Differential Equations" + href: tutorials/10-bayesian-stochastic-differential-equations/index.qmd - text: "Probabilistic PCA" href: tutorials/11-probabilistic-pca/index.qmd - tutorials/13-seasonal-time-series/index.qmd diff --git a/tutorials/10-bayesian-stochastic-differential-equations/Manifest.toml b/tutorials/10-bayesian-stochastic-differential-equations/Manifest.toml new file mode 100644 index 000000000..78e172ab5 --- /dev/null +++ b/tutorials/10-bayesian-stochastic-differential-equations/Manifest.toml @@ -0,0 +1,2809 @@ +# This file is machine-generated - editing it directly is not advised + +julia_version = "1.10.3" +manifest_format = "2.0" +project_hash = "b749a317175ae92be112a716403d625d17fd0339" + +[[deps.ADTypes]] +git-tree-sha1 = "016833eb52ba2d6bea9fcb50ca295980e728ee24" +uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b" +version = "0.2.7" + +[[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.AbstractMCMC]] +deps = ["BangBang", "ConsoleProgressMonitor", "Distributed", "FillArrays", "LogDensityProblems", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers", "Transducers"] +git-tree-sha1 = "b0489adc45a7c8cf0d8e2ddf764f89c1c3decebd" +uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001" +version = "5.2.0" + +[[deps.AbstractPPL]] +deps = ["AbstractMCMC", "Accessors", "DensityInterface", "Random"] +git-tree-sha1 = "6380a9a03a4207bac53ac310dd3a283bb4df54ef" +uuid = "7a57a42e-76ec-4ea3-a279-07e840d6d9cf" +version = "0.8.4" + +[[deps.AbstractTrees]] +git-tree-sha1 = "2d9c9a55f9c93e8887ad391fbae72f8ef55e1177" +uuid = "1520ce14-60c1-5f80-bbc7-55ef81b5835c" +version = "0.4.5" + +[[deps.Accessors]] +deps = ["CompositionsBase", "ConstructionBase", "Dates", "InverseFunctions", "LinearAlgebra", "MacroTools", "Markdown", "Test"] +git-tree-sha1 = "c0d491ef0b135fd7d63cbc6404286bc633329425" +uuid = "7d9f7c33-5ae7-4f3b-8dc6-eff91059b697" +version = "0.1.36" + + [deps.Accessors.extensions] + AccessorsAxisKeysExt = "AxisKeys" + AccessorsIntervalSetsExt = "IntervalSets" + AccessorsStaticArraysExt = "StaticArrays" + AccessorsStructArraysExt = "StructArrays" + AccessorsUnitfulExt = "Unitful" + + [deps.Accessors.weakdeps] + AxisKeys = "94b1ba4f-4ee9-5380-92f1-94cde586c3c5" + IntervalSets = "8197267c-284f-5f27-9208-e0e47529a953" + Requires = "ae029012-a4dd-5104-9daa-d747884805df" + StaticArrays = "90137ffa-7385-5640-81b9-e52037218182" + StructArrays = "09ab397b-f2b6-538f-b94a-2f83cf4a842a" + Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d" + +[[deps.Adapt]] +deps = ["LinearAlgebra", "Requires"] +git-tree-sha1 = "6a55b747d1812e699320963ffde36f1ebdda4099" +uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e" +version = "4.0.4" +weakdeps = ["StaticArrays"] + + [deps.Adapt.extensions] + AdaptStaticArraysExt = "StaticArrays" + +[[deps.AdvancedHMC]] +deps = ["AbstractMCMC", "ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "ProgressMeter", "Random", "Requires", "Setfield", "SimpleUnPack", "Statistics", "StatsBase", "StatsFuns"] +git-tree-sha1 = "dfa0e3508fc3df81d28624b328f3b937c1df8bc2" +uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d" +version = "0.6.1" + + [deps.AdvancedHMC.extensions] + AdvancedHMCCUDAExt = "CUDA" + AdvancedHMCMCMCChainsExt = "MCMCChains" + AdvancedHMCOrdinaryDiffEqExt = "OrdinaryDiffEq" + + [deps.AdvancedHMC.weakdeps] + CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba" + MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d" + OrdinaryDiffEq = "1dea7af3-3e70-54e6-95c3-0bf5283fa5ed" + +[[deps.AdvancedMH]] +deps = ["AbstractMCMC", "Distributions", "FillArrays", "LinearAlgebra", "LogDensityProblems", "Random", "Requires"] +git-tree-sha1 = "16589dbdd36c782ff01700908e962b303474f641" +uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170" +version = "0.8.1" +weakdeps = ["DiffResults", "ForwardDiff", "MCMCChains", "StructArrays"] + + [deps.AdvancedMH.extensions] + AdvancedMHForwardDiffExt = ["DiffResults", "ForwardDiff"] + AdvancedMHMCMCChainsExt = "MCMCChains" + AdvancedMHStructArraysExt = "StructArrays" + +[[deps.AdvancedPS]] +deps = ["AbstractMCMC", "Distributions", "Random", "Random123", "Requires", "SSMProblems", "StatsFuns"] +git-tree-sha1 = "5dcd3de7e7346f48739256e71a86d0f96690b8c8" +uuid = "576499cb-2369-40b2-a588-c64705576edc" +version = "0.6.0" +weakdeps = ["Libtask"] + + [deps.AdvancedPS.extensions] + AdvancedPSLibtaskExt = "Libtask" + +[[deps.AdvancedVI]] +deps = ["ADTypes", "Bijectors", "DiffResults", "Distributions", "DistributionsAD", "DocStringExtensions", "ForwardDiff", "LinearAlgebra", "ProgressMeter", "Random", "Requires", "StatsBase", "StatsFuns", "Tracker"] +git-tree-sha1 = "187f67ab998f25208651262fee9539d845016b26" +uuid = "b5ca4192-6429-45e5-a2d9-87aec30a685c" +version = "0.2.5" + + [deps.AdvancedVI.extensions] + AdvancedVIEnzymeExt = ["Enzyme"] + AdvancedVIFluxExt = ["Flux"] + AdvancedVIReverseDiffExt = ["ReverseDiff"] + AdvancedVIZygoteExt = ["Zygote"] + + [deps.AdvancedVI.weakdeps] + Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9" + Flux = "587475ba-b771-5e3f-ad9e-33799f191a9c" + ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" + Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f" + +[[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.ArnoldiMethod]] +deps = ["LinearAlgebra", "Random", "StaticArrays"] +git-tree-sha1 = "d57bd3762d308bded22c3b82d033bff85f6195c6" +uuid = "ec485272-7323-5ecc-a04f-4719b315124d" +version = "0.4.0" + +[[deps.Arpack]] +deps = ["Arpack_jll", "Libdl", "LinearAlgebra", "Logging"] +git-tree-sha1 = "9b9b347613394885fd1c8c7729bfc60528faa436" +uuid = "7d9fca2a-8960-54d3-9f78-7d1dccf2cb97" +version = "0.5.4" + +[[deps.Arpack_jll]] +deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "OpenBLAS_jll", "Pkg"] +git-tree-sha1 = "5ba6c757e8feccf03a1554dfaf3e26b3cfc7fd5e" +uuid = "68821587-b530-5797-8361-c406ea357684" +version = "3.5.1+1" + +[[deps.ArrayInterface]] +deps = ["Adapt", "LinearAlgebra", "SparseArrays", "SuiteSparse"] +git-tree-sha1 = "133a240faec6e074e07c31ee75619c90544179cf" +uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9" +version = "7.10.0" + + [deps.ArrayInterface.extensions] + ArrayInterfaceBandedMatricesExt = "BandedMatrices" + ArrayInterfaceBlockBandedMatricesExt = "BlockBandedMatrices" + ArrayInterfaceCUDAExt = "CUDA" + ArrayInterfaceCUDSSExt = "CUDSS" + ArrayInterfaceChainRulesExt = "ChainRules" + ArrayInterfaceGPUArraysCoreExt = "GPUArraysCore" + ArrayInterfaceReverseDiffExt = "ReverseDiff" + 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" + CUDSS = "45b445bb-4962-46a0-9369-b4df9d0f772e" + ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2" + GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527" + ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" + StaticArraysCore = "1e83bf80-4336-4d27-bf5d-d5a4f845583c" + Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" + +[[deps.ArrayLayouts]] +deps = ["FillArrays", "LinearAlgebra"] +git-tree-sha1 = "29649b61e0313db0a7ad5ecf41210e4e85aea234" +uuid = "4c555306-a7a7-4459-81d9-ec55ddd5c99a" +version = "1.9.3" +weakdeps = ["SparseArrays"] + + [deps.ArrayLayouts.extensions] + ArrayLayoutsSparseArraysExt = "SparseArrays" + +[[deps.Artifacts]] +uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33" + +[[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 = "01b8ccb13d68535d73d2b0c23e39bd23155fb712" +uuid = "13072b0f-2c55-5437-9ae7-d433b7a33950" +version = "1.1.0" + +[[deps.AxisArrays]] +deps = ["Dates", "IntervalSets", "IterTools", "RangeArrays"] +git-tree-sha1 = "16351be62963a67ac4083f748fdb3cca58bfd52f" +uuid = "39de3d68-74b9-583c-8d2d-e117c070f3a9" +version = "0.4.7" + +[[deps.BandedMatrices]] +deps = ["ArrayLayouts", "FillArrays", "LinearAlgebra", "PrecompileTools"] +git-tree-sha1 = "30b7ea34abc4fe816eb1a5f434a43da804836163" +uuid = "aae01518-5342-5314-be14-df237901396f" +version = "1.7.0" +weakdeps = ["SparseArrays"] + + [deps.BandedMatrices.extensions] + BandedMatricesSparseArraysExt = "SparseArrays" + +[[deps.BangBang]] +deps = ["Accessors", "Compat", "ConstructionBase", "InitialValues", "LinearAlgebra", "Requires"] +git-tree-sha1 = "08e5fc6620a8d83534bf6149795054f1b1e8370a" +uuid = "198e06fe-97b7-11e9-32a5-e1d131e6ad66" +version = "0.4.2" + + [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.Bijectors]] +deps = ["ArgCheck", "ChainRules", "ChainRulesCore", "ChangesOfVariables", "Compat", "Distributions", "Functors", "InverseFunctions", "IrrationalConstants", "LinearAlgebra", "LogExpFunctions", "MappedArrays", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics"] +git-tree-sha1 = "49491db48b1c70eefa5115e626100dbd6c0ff4c0" +uuid = "76274a88-744f-5084-9051-94815aaf08c4" +version = "0.13.12" + + [deps.Bijectors.extensions] + BijectorsDistributionsADExt = "DistributionsAD" + BijectorsForwardDiffExt = "ForwardDiff" + BijectorsLazyArraysExt = "LazyArrays" + BijectorsReverseDiffExt = "ReverseDiff" + BijectorsTrackerExt = "Tracker" + BijectorsZygoteExt = "Zygote" + + [deps.Bijectors.weakdeps] + DistributionsAD = "ced4e74d-a319-5a8a-b0ac-84af2272839c" + ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210" + LazyArrays = "5078a376-72f3-5289-bfd5-ec5146d43c02" + ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" + Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" + Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f" + +[[deps.BitFlags]] +git-tree-sha1 = "2dc09997850d68179b69dafb58ae806167a32b1b" +uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35" +version = "0.1.8" + +[[deps.BitTwiddlingConvenienceFunctions]] +deps = ["Static"] +git-tree-sha1 = "0c5f81f47bbbcf4aea7b2959135713459170798b" +uuid = "62783981-4cbd-42fc-bca8-16325de8dc4b" +version = "0.1.5" + +[[deps.BoundaryValueDiffEq]] +deps = ["ADTypes", "Adapt", "ArrayInterface", "BandedMatrices", "ConcreteStructs", "DiffEqBase", "FastAlmostBandedMatrices", "FastClosures", "ForwardDiff", "LinearAlgebra", "LinearSolve", "Logging", "NonlinearSolve", "OrdinaryDiffEq", "PreallocationTools", "PrecompileTools", "Preferences", "RecursiveArrayTools", "Reexport", "SciMLBase", "Setfield", "SparseArrays", "SparseDiffTools"] +git-tree-sha1 = "005b55fa2eebaa4d7bf3cfb8097807f47116175f" +uuid = "764a87c0-6b3e-53db-9096-fe964310641d" +version = "5.7.1" + + [deps.BoundaryValueDiffEq.extensions] + BoundaryValueDiffEqODEInterfaceExt = "ODEInterface" + + [deps.BoundaryValueDiffEq.weakdeps] + ODEInterface = "54ca160b-1b9f-5127-a996-1867f4bc2a2c" + +[[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 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc" +uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82" +version = "0.5.0" + +[[deps.CPUSummary]] +deps = ["CpuId", "IfElse", "PrecompileTools", "Static"] +git-tree-sha1 = "585a387a490f1c4bd88be67eea15b93da5e85db7" +uuid = "2a0fbf3d-bb9c-48f3-b0a9-814d99fd7ab9" +version = "0.2.5" + +[[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 = "a2f1c8c668c8e3cb4cca4e57a8efdb09067bb3fd" +uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a" +version = "1.18.0+2" + +[[deps.Calculus]] +deps = ["LinearAlgebra"] +git-tree-sha1 = "f641eb0a4f00c343bbc32346e1217b86f3ce9dad" +uuid = "49dc2e85-a5d0-5ad3-a950-438e2897f1b9" +version = "0.5.1" + +[[deps.ChainRules]] +deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"] +git-tree-sha1 = "291821c1251486504f6bae435227907d734e94d2" +uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2" +version = "1.66.0" + +[[deps.ChainRulesCore]] +deps = ["Compat", "LinearAlgebra"] +git-tree-sha1 = "575cd02e080939a33b6df6c5853d14924c08e35b" +uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" +version = "1.23.0" +weakdeps = ["SparseArrays"] + + [deps.ChainRulesCore.extensions] + ChainRulesCoreSparseArraysExt = "SparseArrays" + +[[deps.ChangesOfVariables]] +deps = ["LinearAlgebra", "Test"] +git-tree-sha1 = "2fba81a302a7be671aefe194f0525ef231104e7f" +uuid = "9e997f8a-9a97-42d5-a9f1-ce6bfc15e2c0" +version = "0.1.8" +weakdeps = ["InverseFunctions"] + + [deps.ChangesOfVariables.extensions] + ChangesOfVariablesInverseFunctionsExt = "InverseFunctions" + +[[deps.CloseOpenIntervals]] +deps = ["Static", "StaticArrayInterface"] +git-tree-sha1 = "70232f82ffaab9dc52585e0dd043b5e0c6b714f1" +uuid = "fb6a15b2-703c-40df-9091-08a04967cfa9" +version = "0.1.12" + +[[deps.Clustering]] +deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"] +git-tree-sha1 = "9ebb045901e9bbf58767a9f34ff89831ed711aae" +uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5" +version = "0.15.7" + +[[deps.CodecZlib]] +deps = ["TranscodingStreams", "Zlib_jll"] +git-tree-sha1 = "59939d8a997469ee05c4b4944560a820f9ba0d73" +uuid = "944b1d66-785c-5afd-91f1-9de20f533193" +version = "0.7.4" + +[[deps.ColorSchemes]] +deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"] +git-tree-sha1 = "4b270d6465eb21ae89b732182c20dc165f8bf9f2" +uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4" +version = "3.25.0" + +[[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", "Requires", "Statistics", "TensorCore"] +git-tree-sha1 = "a1f44953f2382ebb937d60dafbe2deea4bd23249" +uuid = "c3611d14-8923-5661-9e6a-0046d554d3a4" +version = "0.10.0" +weakdeps = ["SpecialFunctions"] + + [deps.ColorVectorSpace.extensions] + SpecialFunctionsExt = "SpecialFunctions" + +[[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", "Test"] +git-tree-sha1 = "7b8a93dba8af7e3b42fecabf646260105ac373f7" +uuid = "bbf7d656-a473-5ed7-a52c-81e309532950" +version = "0.3.0" + +[[deps.Compat]] +deps = ["TOML", "UUIDs"] +git-tree-sha1 = "b1c55339b7c6c350ee89f2c1604299660525b248" +uuid = "34da2185-b29b-5c13-b0c7-acf172513d20" +version = "4.15.0" +weakdeps = ["Dates", "LinearAlgebra"] + + [deps.Compat.extensions] + CompatLinearAlgebraExt = "LinearAlgebra" + +[[deps.CompilerSupportLibraries_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae" +version = "1.1.1+0" + +[[deps.CompositionsBase]] +git-tree-sha1 = "802bb88cd69dfd1509f6670416bd4434015693ad" +uuid = "a33af91c-f02d-484b-be07-31d278c5ca2b" +version = "0.1.2" +weakdeps = ["InverseFunctions"] + + [deps.CompositionsBase.extensions] + CompositionsBaseInverseFunctionsExt = "InverseFunctions" + +[[deps.ConcreteStructs]] +git-tree-sha1 = "f749037478283d372048690eb3b5f92a79432b34" +uuid = "2569d6c7-a4a2-43d3-a901-331e8e4be471" +version = "0.2.3" + +[[deps.ConcurrentUtilities]] +deps = ["Serialization", "Sockets"] +git-tree-sha1 = "6cbbd4d241d7e6579ab354737f4dd95ca43946e1" +uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb" +version = "2.4.1" + +[[deps.ConsoleProgressMonitor]] +deps = ["Logging", "ProgressMeter"] +git-tree-sha1 = "3ab7b2136722890b9af903859afcf457fa3059e8" +uuid = "88cd18e8-d9cc-4ea6-8889-5259c0d15c8b" +version = "0.1.2" + +[[deps.ConstructionBase]] +deps = ["LinearAlgebra"] +git-tree-sha1 = "260fd2400ed2dab602a7c15cf10c1933c59930a2" +uuid = "187b0558-2788-49d3-abe0-74a17ed4e7c9" +version = "1.5.5" +weakdeps = ["IntervalSets", "StaticArrays"] + + [deps.ConstructionBase.extensions] + ConstructionBaseIntervalSetsExt = "IntervalSets" + ConstructionBaseStaticArraysExt = "StaticArrays" + +[[deps.Contour]] +git-tree-sha1 = "439e35b0b36e2e5881738abc8857bd92ad6ff9a8" +uuid = "d38c429a-6771-53c6-b99e-75d170b6e991" +version = "0.6.3" + +[[deps.CpuId]] +deps = ["Markdown"] +git-tree-sha1 = "fcbb72b032692610bfbdb15018ac16a36cf2e406" +uuid = "adafc99b-e345-5852-983c-f28acb93d879" +version = "0.3.1" + +[[deps.Crayons]] +git-tree-sha1 = "249fe38abf76d48563e2f4556bebd215aa317e15" +uuid = "a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f" +version = "4.1.1" + +[[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.DefineSingletons]] +git-tree-sha1 = "0fba8b706d0178b4dc7fd44a96a92382c9065c2c" +uuid = "244e2a9f-e319-4986-a169-4d1fe445cd52" +version = "0.1.2" + +[[deps.DelayDiffEq]] +deps = ["ArrayInterface", "DataStructures", "DiffEqBase", "LinearAlgebra", "Logging", "OrdinaryDiffEq", "Printf", "RecursiveArrayTools", "Reexport", "SciMLBase", "SimpleNonlinearSolve", "SimpleUnPack"] +git-tree-sha1 = "5959ae76ebd198f70e9af81153644543da0cfaf2" +uuid = "bcd4f6db-9728-5f36-b5f7-82caef46ccdb" +version = "5.47.3" + +[[deps.DelimitedFiles]] +deps = ["Mmap"] +git-tree-sha1 = "9e2f36d3c96a820c678f2f1f1782582fcf685bae" +uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab" +version = "1.9.1" + +[[deps.DensityInterface]] +deps = ["InverseFunctions", "Test"] +git-tree-sha1 = "80c3e8639e3353e5d2912fb3a1916b8455e2494b" +uuid = "b429d917-457f-4dbc-8f4c-0cc954292b1d" +version = "0.4.0" + +[[deps.DiffEqBase]] +deps = ["ArrayInterface", "ConcreteStructs", "DataStructures", "DocStringExtensions", "EnumX", "EnzymeCore", "FastBroadcast", "FastClosures", "ForwardDiff", "FunctionWrappers", "FunctionWrappersWrappers", "LinearAlgebra", "Logging", "Markdown", "MuladdMacro", "Parameters", "PreallocationTools", "PrecompileTools", "Printf", "RecursiveArrayTools", "Reexport", "SciMLBase", "SciMLOperators", "Setfield", "SparseArrays", "Static", "StaticArraysCore", "Statistics", "Tricks", "TruncatedStacktraces"] +git-tree-sha1 = "03b9555f4c3a7c2f530bb1ae13e85719c632f74e" +uuid = "2b5f629d-d688-5b77-993f-72d75c75574e" +version = "6.151.1" + + [deps.DiffEqBase.extensions] + DiffEqBaseCUDAExt = "CUDA" + DiffEqBaseChainRulesCoreExt = "ChainRulesCore" + DiffEqBaseDistributionsExt = "Distributions" + DiffEqBaseEnzymeExt = ["ChainRulesCore", "Enzyme"] + DiffEqBaseGeneralizedGeneratedExt = "GeneralizedGenerated" + DiffEqBaseMPIExt = "MPI" + DiffEqBaseMeasurementsExt = "Measurements" + DiffEqBaseMonteCarloMeasurementsExt = "MonteCarloMeasurements" + DiffEqBaseReverseDiffExt = "ReverseDiff" + DiffEqBaseTrackerExt = "Tracker" + DiffEqBaseUnitfulExt = "Unitful" + + [deps.DiffEqBase.weakdeps] + CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba" + ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" + Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f" + Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9" + GeneralizedGenerated = "6b9d7cbe-bcb9-11e9-073f-15a7a543e2eb" + MPI = "da04e1cc-30fd-572f-bb4f-1f8673147195" + Measurements = "eff96d63-e80a-5855-80a2-b1b0885c5ab7" + MonteCarloMeasurements = "0987c9cc-fe09-11e8-30f0-b96dd679fdca" + ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" + Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" + Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d" + +[[deps.DiffEqCallbacks]] +deps = ["DataStructures", "DiffEqBase", "ForwardDiff", "Functors", "LinearAlgebra", "Markdown", "NonlinearSolve", "Parameters", "RecipesBase", "RecursiveArrayTools", "SciMLBase", "StaticArraysCore"] +git-tree-sha1 = "c959cfd2657d16beada157a74d52269e8556500e" +uuid = "459566f4-90b8-5000-8ac3-15dfb0a30def" +version = "3.6.2" +weakdeps = ["OrdinaryDiffEq", "Sundials"] + +[[deps.DiffEqNoiseProcess]] +deps = ["DiffEqBase", "Distributions", "GPUArraysCore", "LinearAlgebra", "Markdown", "Optim", "PoissonRandom", "QuadGK", "Random", "Random123", "RandomNumbers", "RecipesBase", "RecursiveArrayTools", "Requires", "ResettableStacks", "SciMLBase", "StaticArraysCore", "Statistics"] +git-tree-sha1 = "65cbbe1450ced323b4b17228ccd96349d96795a7" +uuid = "77a26b50-5914-5dd7-bc55-306e6241c503" +version = "5.21.0" + + [deps.DiffEqNoiseProcess.extensions] + DiffEqNoiseProcessReverseDiffExt = "ReverseDiff" + + [deps.DiffEqNoiseProcess.weakdeps] + ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" + +[[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.DifferentialEquations]] +deps = ["BoundaryValueDiffEq", "DelayDiffEq", "DiffEqBase", "DiffEqCallbacks", "DiffEqNoiseProcess", "JumpProcesses", "LinearAlgebra", "LinearSolve", "NonlinearSolve", "OrdinaryDiffEq", "Random", "RecursiveArrayTools", "Reexport", "SciMLBase", "SteadyStateDiffEq", "StochasticDiffEq", "Sundials"] +git-tree-sha1 = "81042254a307980b8ab5b67033aca26c2e157ebb" +uuid = "0c46a032-eb83-5123-abaf-570d42b7fbaa" +version = "7.13.0" + +[[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 = "22c595ca4146c07b16bcf9c8bea86f731f7109d2" +uuid = "31c24e10-a181-5473-b8eb-7969acd0382f" +version = "0.25.108" +weakdeps = ["ChainRulesCore", "DensityInterface", "Test"] + + [deps.Distributions.extensions] + DistributionsChainRulesCoreExt = "ChainRulesCore" + DistributionsDensityInterfaceExt = "DensityInterface" + DistributionsTestExt = "Test" + +[[deps.DistributionsAD]] +deps = ["Adapt", "ChainRules", "ChainRulesCore", "Compat", "Distributions", "FillArrays", "LinearAlgebra", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsFuns", "ZygoteRules"] +git-tree-sha1 = "f4dd7727b07b4b7fff5ff4149118ee06e83dfab7" +uuid = "ced4e74d-a319-5a8a-b0ac-84af2272839c" +version = "0.6.55" + + [deps.DistributionsAD.extensions] + DistributionsADForwardDiffExt = "ForwardDiff" + DistributionsADLazyArraysExt = "LazyArrays" + DistributionsADReverseDiffExt = "ReverseDiff" + DistributionsADTrackerExt = "Tracker" + + [deps.DistributionsAD.weakdeps] + ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210" + LazyArrays = "5078a376-72f3-5289-bfd5-ec5146d43c02" + ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" + Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" + +[[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.DualNumbers]] +deps = ["Calculus", "NaNMath", "SpecialFunctions"] +git-tree-sha1 = "5837a837389fccf076445fce071c8ddaea35a566" +uuid = "fa6b7ba4-c1ee-5f82-b5fc-ecf0adba8f74" +version = "0.6.8" + +[[deps.DynamicPPL]] +deps = ["ADTypes", "AbstractMCMC", "AbstractPPL", "Accessors", "BangBang", "Bijectors", "Compat", "ConstructionBase", "Distributions", "DocStringExtensions", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MacroTools", "OrderedCollections", "Random", "Requires", "Test"] +git-tree-sha1 = "882510df0da64bae763a65240b07fb4b1c462317" +uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8" +version = "0.27.1" + + [deps.DynamicPPL.extensions] + DynamicPPLChainRulesCoreExt = ["ChainRulesCore"] + DynamicPPLEnzymeCoreExt = ["EnzymeCore"] + DynamicPPLForwardDiffExt = ["ForwardDiff"] + DynamicPPLMCMCChainsExt = ["MCMCChains"] + DynamicPPLReverseDiffExt = ["ReverseDiff"] + DynamicPPLZygoteRulesExt = ["ZygoteRules"] + + [deps.DynamicPPL.weakdeps] + ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" + EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869" + ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210" + MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d" + ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" + ZygoteRules = "700de1a5-db45-46bc-99cf-38207098b444" + +[[deps.EllipticalSliceSampling]] +deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"] +git-tree-sha1 = "e611b7fdfbfb5b18d5e98776c30daede41b44542" +uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2" +version = "2.0.0" + +[[deps.EnumX]] +git-tree-sha1 = "bdb1942cd4c45e3c678fd11569d5cccd80976237" +uuid = "4e289a0a-7415-4d19-859d-a7e5c4648b56" +version = "1.0.4" + +[[deps.EnzymeCore]] +git-tree-sha1 = "18394bc78ac2814ff38fe5e0c9dc2cd171e2810c" +uuid = "f151be2c-9106-41f4-ab19-57ee4f262869" +version = "0.7.2" +weakdeps = ["Adapt"] + + [deps.EnzymeCore.extensions] + AdaptExt = "Adapt" + +[[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.ExponentialUtilities]] +deps = ["Adapt", "ArrayInterface", "GPUArraysCore", "GenericSchur", "LinearAlgebra", "PrecompileTools", "Printf", "SparseArrays", "libblastrampoline_jll"] +git-tree-sha1 = "8e18940a5ba7f4ddb41fe2b79b6acaac50880a86" +uuid = "d4d017d3-3776-5f7e-afef-a10c40355c18" +version = "1.26.1" + +[[deps.ExprTools]] +git-tree-sha1 = "27415f162e6028e81c72b82ef756bf321213b6ec" +uuid = "e2ba6199-217a-4e67-a87a-7c52f15ade04" +version = "0.1.10" + +[[deps.FFMPEG]] +deps = ["FFMPEG_jll"] +git-tree-sha1 = "b57e3acbe22f8484b4b5ff66a7499717fe1a9cc8" +uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a" +version = "0.4.1" + +[[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.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 = "c6033cc3892d0ef5bb9cd29b7f2f0331ea5184ea" +uuid = "f5851436-0d7a-5f13-b9de-f02708fd171a" +version = "3.3.10+0" + +[[deps.FastAlmostBandedMatrices]] +deps = ["ArrayInterface", "ArrayLayouts", "BandedMatrices", "ConcreteStructs", "LazyArrays", "LinearAlgebra", "MatrixFactorizations", "PrecompileTools", "Reexport"] +git-tree-sha1 = "9dc913faf8552fd09b92a0d7fcc25f1d5609d795" +uuid = "9d29842c-ecb8-4973-b1e9-a27b1157504e" +version = "0.1.1" + +[[deps.FastBroadcast]] +deps = ["ArrayInterface", "LinearAlgebra", "Polyester", "Static", "StaticArrayInterface", "StrideArraysCore"] +git-tree-sha1 = "a6e756a880fc419c8b41592010aebe6a5ce09136" +uuid = "7034ab61-46d4-4ed7-9d0f-46aef9175898" +version = "0.2.8" + +[[deps.FastClosures]] +git-tree-sha1 = "acebe244d53ee1b461970f8910c235b259e772ef" +uuid = "9aa1b823-49e4-5ca5-8b0f-3971ec8bab6a" +version = "0.3.2" + +[[deps.FastLapackInterface]] +deps = ["LinearAlgebra"] +git-tree-sha1 = "cbf5edddb61a43669710cbc2241bc08b36d9e660" +uuid = "29a986be-02c6-4525-aec4-84b980013641" +version = "2.0.4" + +[[deps.FileWatching]] +uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee" + +[[deps.FillArrays]] +deps = ["LinearAlgebra"] +git-tree-sha1 = "0653c0a2396a6da5bc4766c43041ef5fd3efbe57" +uuid = "1a297f60-69ca-5386-bcde-b61e274b549b" +version = "1.11.0" +weakdeps = ["PDMats", "SparseArrays", "Statistics"] + + [deps.FillArrays.extensions] + FillArraysPDMatsExt = "PDMats" + FillArraysSparseArraysExt = "SparseArrays" + FillArraysStatisticsExt = "Statistics" + +[[deps.FiniteDiff]] +deps = ["ArrayInterface", "LinearAlgebra", "Requires", "Setfield", "SparseArrays"] +git-tree-sha1 = "2de436b72c3422940cbe1367611d137008af7ec3" +uuid = "6a86dc24-6348-571c-b903-95158fe2bd41" +version = "2.23.1" + + [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.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.FunctionWrappers]] +git-tree-sha1 = "d62485945ce5ae9c0c48f124a84998d755bae00e" +uuid = "069b7b12-0de2-55c6-9aab-29f3d0a68a2e" +version = "1.1.3" + +[[deps.FunctionWrappersWrappers]] +deps = ["FunctionWrappers"] +git-tree-sha1 = "b104d487b34566608f8b4e1c39fb0b10aa279ff8" +uuid = "77dc65aa-8811-40c2-897b-53d922fa7daf" +version = "0.1.3" + +[[deps.Functors]] +deps = ["LinearAlgebra"] +git-tree-sha1 = "d3e63d9fa13f8eaa2f06f64949e2afc593ff52c2" +uuid = "d9f16b24-f501-4c13-a1f2-28368ffc5196" +version = "0.4.10" + +[[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"] +git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb" +uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89" +version = "3.3.9+0" + +[[deps.GPUArraysCore]] +deps = ["Adapt"] +git-tree-sha1 = "ec632f177c0d990e64d955ccc1b8c04c485a0950" +uuid = "46192b85-c4d5-4398-a991-12ede77f4527" +version = "0.1.6" + +[[deps.GR]] +deps = ["Artifacts", "Base64", "DelimitedFiles", "Downloads", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Preferences", "Printf", "Random", "Serialization", "Sockets", "TOML", "Tar", "Test", "p7zip_jll"] +git-tree-sha1 = "ddda044ca260ee324c5fc07edb6d7cf3f0b9c350" +uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71" +version = "0.73.5" + +[[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 = "278e5e0f820178e8a26df3184fcb2280717c79b1" +uuid = "d2c73de3-f751-5644-a686-071e5b155ba9" +version = "0.73.5+0" + +[[deps.GenericSchur]] +deps = ["LinearAlgebra", "Printf"] +git-tree-sha1 = "af49a0851f8113fcfae2ef5027c6d49d0acec39b" +uuid = "c145ed77-6b09-5dd9-b285-bf645a82121e" +version = "0.5.4" + +[[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.Glib_jll]] +deps = ["Artifacts", "Gettext_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Zlib_jll"] +git-tree-sha1 = "7c82e6a6cd34e9d935e9aa4051b66c6ff3af59ba" +uuid = "7746bdde-850d-59dc-9ae8-88ece973131d" +version = "2.80.2+0" + +[[deps.Graphite2_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] +git-tree-sha1 = "344bf40dcab1073aca04aa0df4fb092f920e4011" +uuid = "3b182d85-2403-5c21-9c21-1e1f0cc25472" +version = "1.3.14+0" + +[[deps.Graphs]] +deps = ["ArnoldiMethod", "Compat", "DataStructures", "Distributed", "Inflate", "LinearAlgebra", "Random", "SharedArrays", "SimpleTraits", "SparseArrays", "Statistics"] +git-tree-sha1 = "4f2b57488ac7ee16124396de4f2bbdd51b2602ad" +uuid = "86223c79-3864-5bf0-83f7-82e725a168b6" +version = "1.11.0" + +[[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", "Pkg"] +git-tree-sha1 = "129acf094d168394e80ee1dc4bc06ec835e510a3" +uuid = "2e76f6c2-a576-52d4-95c1-20adfe4de566" +version = "2.8.1+1" + +[[deps.HostCPUFeatures]] +deps = ["BitTwiddlingConvenienceFunctions", "IfElse", "Libdl", "Static"] +git-tree-sha1 = "eb8fed28f4994600e29beef49744639d985a04b2" +uuid = "3e5b6fbb-0976-4d2c-9146-d79de83f2fb0" +version = "0.1.16" + +[[deps.HypergeometricFunctions]] +deps = ["DualNumbers", "LinearAlgebra", "OpenLibm_jll", "SpecialFunctions"] +git-tree-sha1 = "f218fe3736ddf977e0e772bc9a586b2383da2685" +uuid = "34004b35-14d8-5ef3-9330-4cdb6864b03a" +version = "0.3.23" + +[[deps.IfElse]] +git-tree-sha1 = "debdd00ffef04665ccbb3e150747a77560e8fad1" +uuid = "615f187c-cbe4-4ef1-ba3b-2fcf58d6d173" +version = "0.1.1" + +[[deps.Inflate]] +git-tree-sha1 = "ea8031dea4aff6bd41f1df8f2fdfb25b33626381" +uuid = "d25df0c9-e2be-5dd7-82c8-3ad0b3e990b9" +version = "0.1.4" + +[[deps.InitialValues]] +git-tree-sha1 = "4da0f88e9a39111c2fa3add390ab15f3a44f3ca3" +uuid = "22cec73e-a1b8-11e9-2c92-598750a2cf9c" +version = "0.3.1" + +[[deps.InplaceOps]] +deps = ["LinearAlgebra", "Test"] +git-tree-sha1 = "50b41d59e7164ab6fda65e71049fee9d890731ff" +uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34" +version = "0.3.0" + +[[deps.IntelOpenMP_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "be50fe8df3acbffa0274a744f1a99d29c45a57f4" +uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0" +version = "2024.1.0+0" + +[[deps.InteractiveUtils]] +deps = ["Markdown"] +uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240" + +[[deps.Interpolations]] +deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "Requires", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"] +git-tree-sha1 = "88a101217d7cb38a7b481ccd50d21876e1d1b0e0" +uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59" +version = "0.15.1" +weakdeps = ["Unitful"] + + [deps.Interpolations.extensions] + InterpolationsUnitfulExt = "Unitful" + +[[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]] +deps = ["Test"] +git-tree-sha1 = "e7cbed5032c4c397a6ac23d1493f3289e01231c4" +uuid = "3587e190-3f89-42d0-90ee-14403ec27112" +version = "0.1.14" +weakdeps = ["Dates"] + + [deps.InverseFunctions.extensions] + DatesExt = "Dates" + +[[deps.InvertedIndices]] +git-tree-sha1 = "0dc7b50b8d436461be01300fd8cd45aa0274b038" +uuid = "41ab1584-1d38-5bbf-9106-f11c6c58b48f" +version = "1.3.0" + +[[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.JLFzf]] +deps = ["Pipe", "REPL", "Random", "fzf_jll"] +git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af" +uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c" +version = "0.1.7" + +[[deps.JLLWrappers]] +deps = ["Artifacts", "Preferences"] +git-tree-sha1 = "7e5d6779a1e09a36db2a7b6cff50942a0a7d0fca" +uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210" +version = "1.5.0" + +[[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 = "c84a835e1a09b289ffcd2271bf2a337bbdda6637" +uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8" +version = "3.0.3+0" + +[[deps.JumpProcesses]] +deps = ["ArrayInterface", "DataStructures", "DiffEqBase", "DocStringExtensions", "FunctionWrappers", "Graphs", "LinearAlgebra", "Markdown", "PoissonRandom", "Random", "RandomNumbers", "RecursiveArrayTools", "Reexport", "SciMLBase", "StaticArrays", "SymbolicIndexingInterface", "UnPack"] +git-tree-sha1 = "ed08d89318be7d625613f3c435d1f6678fba4850" +uuid = "ccbc3e58-028d-4f4c-8cd5-9ae44345cda5" +version = "9.11.1" +weakdeps = ["FastBroadcast"] + + [deps.JumpProcesses.extensions] + JumpProcessFastBroadcastExt = "FastBroadcast" + +[[deps.KLU]] +deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse_jll"] +git-tree-sha1 = "07649c499349dad9f08dde4243a4c597064663e9" +uuid = "ef3ab10e-7fda-4108-b977-705223b18434" +version = "0.6.0" + +[[deps.KernelAbstractions]] +deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"] +git-tree-sha1 = "db02395e4c374030c53dc28f3c1d33dec35f7272" +uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c" +version = "0.9.19" +weakdeps = ["EnzymeCore"] + + [deps.KernelAbstractions.extensions] + EnzymeExt = "EnzymeCore" + +[[deps.KernelDensity]] +deps = ["Distributions", "DocStringExtensions", "FFTW", "Interpolations", "StatsBase"] +git-tree-sha1 = "7d703202e65efa1369de1279c162b915e245eed1" +uuid = "5ab0869b-81aa-558d-bb23-cbf5423bbe9b" +version = "0.6.9" + +[[deps.Krylov]] +deps = ["LinearAlgebra", "Printf", "SparseArrays"] +git-tree-sha1 = "267dad6b4b7b5d529c76d40ff48d33f7e94cb834" +uuid = "ba0b0d4f-ebba-5204-a429-3ac8c609bfb7" +version = "0.9.6" + +[[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", "Pkg"] +git-tree-sha1 = "bf36f528eec6634efc60d7ec062008f171071434" +uuid = "88015f11-f218-50d7-93a8-a6af411a945d" +version = "3.0.0+1" + +[[deps.LLVM]] +deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"] +git-tree-sha1 = "065c36f95709dd4a676dc6839a35d6fa6f192f24" +uuid = "929cbde3-209d-540e-8aea-75f648917ca0" +version = "7.1.0" + + [deps.LLVM.extensions] + BFloat16sExt = "BFloat16s" + + [deps.LLVM.weakdeps] + BFloat16s = "ab4f0b2a-ad5b-11e8-123f-65d77653426b" + +[[deps.LLVMExtra_jll]] +deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"] +git-tree-sha1 = "88b916503aac4fb7f701bb625cd84ca5dd1677bc" +uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab" +version = "0.0.29+0" + +[[deps.LLVMOpenMP_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713" +uuid = "1d63c593-3942-5779-bab2-d838dc0a180e" +version = "15.0.7+0" + +[[deps.LRUCache]] +git-tree-sha1 = "b3cc6698599b10e652832c2f23db3cab99d51b59" +uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637" +version = "1.6.1" +weakdeps = ["Serialization"] + + [deps.LRUCache.extensions] + SerializationExt = ["Serialization"] + +[[deps.LZO_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "70c5da094887fd2cae843b8db33920bac4b6f07d" +uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac" +version = "2.10.2+0" + +[[deps.LaTeXStrings]] +git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec" +uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f" +version = "1.3.1" + +[[deps.Latexify]] +deps = ["Format", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Requires"] +git-tree-sha1 = "e0b5cd21dc1b44ec6e64f351976f961e6f31d6c4" +uuid = "23fbe1c1-3f47-55db-b15f-69d7ec21a316" +version = "0.16.3" + + [deps.Latexify.extensions] + DataFramesExt = "DataFrames" + SymEngineExt = "SymEngine" + + [deps.Latexify.weakdeps] + DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" + SymEngine = "123dc426-2d89-5057-bbad-38513e3affd8" + +[[deps.LayoutPointers]] +deps = ["ArrayInterface", "LinearAlgebra", "ManualMemory", "SIMDTypes", "Static", "StaticArrayInterface"] +git-tree-sha1 = "62edfee3211981241b57ff1cedf4d74d79519277" +uuid = "10f19ff3-798f-405d-979b-55457f8fc047" +version = "0.1.15" + +[[deps.LazyArrays]] +deps = ["ArrayLayouts", "FillArrays", "LinearAlgebra", "MacroTools", "MatrixFactorizations", "SparseArrays"] +git-tree-sha1 = "35079a6a869eecace778bcda8641f9a54ca3a828" +uuid = "5078a376-72f3-5289-bfd5-ec5146d43c02" +version = "1.10.0" +weakdeps = ["StaticArrays"] + + [deps.LazyArrays.extensions] + LazyArraysStaticArraysExt = "StaticArrays" + +[[deps.LazyArtifacts]] +deps = ["Artifacts", "Pkg"] +uuid = "4af54fe1-eca0-43a8-85a7-787d91b784e3" + +[[deps.LeftChildRightSiblingTrees]] +deps = ["AbstractTrees"] +git-tree-sha1 = "fb6803dafae4a5d62ea5cab204b1e657d9737e7f" +uuid = "1d6d02ad-be62-4b6b-8a6d-2f90e265016e" +version = "0.2.0" + +[[deps.LevyArea]] +deps = ["LinearAlgebra", "Random", "SpecialFunctions"] +git-tree-sha1 = "56513a09b8e0ae6485f34401ea9e2f31357958ec" +uuid = "2d8b4e74-eb68-11e8-0fb9-d5eb67b50637" +version = "1.0.0" + +[[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", "LibGit2_jll", "NetworkOptions", "Printf", "SHA"] +uuid = "76f85450-5226-5b5a-8eaa-529ad045b433" + +[[deps.LibGit2_jll]] +deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll"] +uuid = "e37daf67-58a4-590a-8e99-b0245dd2ffc5" +version = "1.6.4+0" + +[[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.Libtask]] +deps = ["FunctionWrappers", "LRUCache", "LinearAlgebra", "Statistics"] +git-tree-sha1 = "ed1f362b3fd13f00b65e61d98669c652c17663ab" +uuid = "6f1fad26-d15e-5dc8-ae53-837a1d7b8c9f" +version = "0.8.7" + +[[deps.Libtiff_jll]] +deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "LERC_jll", "Libdl", "XZ_jll", "Zlib_jll", "Zstd_jll"] +git-tree-sha1 = "2da088d113af58221c52828a80378e16be7d037a" +uuid = "89763e89-9b03-5906-acba-b20f662cd828" +version = "4.5.1+1" + +[[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 = "7bbea35cec17305fc70a0e5b4641477dc0789d9d" +uuid = "d3d80556-e9d4-5f37-9878-2ab0fcc64255" +version = "7.2.0" + +[[deps.LinearAlgebra]] +deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"] +uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" + +[[deps.LinearSolve]] +deps = ["ArrayInterface", "ChainRulesCore", "ConcreteStructs", "DocStringExtensions", "EnumX", "FastLapackInterface", "GPUArraysCore", "InteractiveUtils", "KLU", "Krylov", "LazyArrays", "Libdl", "LinearAlgebra", "MKL_jll", "Markdown", "PrecompileTools", "Preferences", "RecursiveFactorization", "Reexport", "SciMLBase", "SciMLOperators", "Setfield", "SparseArrays", "Sparspak", "StaticArraysCore", "UnPack"] +git-tree-sha1 = "efd815eaa56c0ffdf86581df5aaefb7e901323a0" +uuid = "7ed4a6bd-45f5-4d41-b270-4a48e9bafcae" +version = "2.30.0" + + [deps.LinearSolve.extensions] + LinearSolveBandedMatricesExt = "BandedMatrices" + LinearSolveBlockDiagonalsExt = "BlockDiagonals" + LinearSolveCUDAExt = "CUDA" + LinearSolveCUDSSExt = "CUDSS" + LinearSolveEnzymeExt = ["Enzyme", "EnzymeCore"] + LinearSolveFastAlmostBandedMatricesExt = ["FastAlmostBandedMatrices"] + LinearSolveHYPREExt = "HYPRE" + LinearSolveIterativeSolversExt = "IterativeSolvers" + LinearSolveKernelAbstractionsExt = "KernelAbstractions" + LinearSolveKrylovKitExt = "KrylovKit" + LinearSolveMetalExt = "Metal" + LinearSolvePardisoExt = "Pardiso" + LinearSolveRecursiveArrayToolsExt = "RecursiveArrayTools" + + [deps.LinearSolve.weakdeps] + BandedMatrices = "aae01518-5342-5314-be14-df237901396f" + BlockDiagonals = "0a1fb500-61f7-11e9-3c65-f5ef3456f9f0" + CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba" + CUDSS = "45b445bb-4962-46a0-9369-b4df9d0f772e" + Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9" + EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869" + FastAlmostBandedMatrices = "9d29842c-ecb8-4973-b1e9-a27b1157504e" + HYPRE = "b5ffcf37-a2bd-41ab-a3da-4bd9bc8ad771" + IterativeSolvers = "42fd0dbc-a981-5370-80f2-aaf504508153" + KernelAbstractions = "63c18a36-062a-441e-b654-da1e3ab1ce7c" + KrylovKit = "0b1a1467-8014-51b9-945f-bf0ae24f4b77" + Metal = "dde4c033-4e86-420c-a63e-0dd931031962" + Pardiso = "46dd5b70-b6fb-5a00-ae2d-e8fea33afaf2" + RecursiveArrayTools = "731186ca-8d62-57ce-b412-fbd966d074cd" + +[[deps.LogDensityProblems]] +deps = ["ArgCheck", "DocStringExtensions", "Random"] +git-tree-sha1 = "f9a11237204bc137617194d79d813069838fcf61" +uuid = "6fdf6af0-433a-55f7-b3ed-c6c6e0b8df7c" +version = "2.1.1" + +[[deps.LogDensityProblemsAD]] +deps = ["DocStringExtensions", "LogDensityProblems", "Requires", "SimpleUnPack"] +git-tree-sha1 = "98cad2db1c46f2fff70a5e305fb42c97a251422a" +uuid = "996a588d-648d-4e1f-a8f0-a84b347e47b1" +version = "1.9.0" + + [deps.LogDensityProblemsAD.extensions] + LogDensityProblemsADADTypesExt = "ADTypes" + LogDensityProblemsADEnzymeExt = "Enzyme" + LogDensityProblemsADFiniteDifferencesExt = "FiniteDifferences" + LogDensityProblemsADForwardDiffBenchmarkToolsExt = ["BenchmarkTools", "ForwardDiff"] + LogDensityProblemsADForwardDiffExt = "ForwardDiff" + LogDensityProblemsADReverseDiffExt = "ReverseDiff" + LogDensityProblemsADTrackerExt = "Tracker" + LogDensityProblemsADZygoteExt = "Zygote" + + [deps.LogDensityProblemsAD.weakdeps] + ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b" + BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf" + Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9" + FiniteDifferences = "26cc04aa-876d-5657-8c51-4c34ba976000" + ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210" + ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" + Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" + Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f" + +[[deps.LogExpFunctions]] +deps = ["DocStringExtensions", "IrrationalConstants", "LinearAlgebra"] +git-tree-sha1 = "18144f3e9cbe9b15b070288eef858f71b291ce37" +uuid = "2ab3a3ac-af41-5b50-aa03-7779005ae688" +version = "0.3.27" +weakdeps = ["ChainRulesCore", "ChangesOfVariables", "InverseFunctions"] + + [deps.LogExpFunctions.extensions] + LogExpFunctionsChainRulesCoreExt = "ChainRulesCore" + LogExpFunctionsChangesOfVariablesExt = "ChangesOfVariables" + LogExpFunctionsInverseFunctionsExt = "InverseFunctions" + +[[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.LoopVectorization]] +deps = ["ArrayInterface", "CPUSummary", "CloseOpenIntervals", "DocStringExtensions", "HostCPUFeatures", "IfElse", "LayoutPointers", "LinearAlgebra", "OffsetArrays", "PolyesterWeave", "PrecompileTools", "SIMDTypes", "SLEEFPirates", "Static", "StaticArrayInterface", "ThreadingUtilities", "UnPack", "VectorizationBase"] +git-tree-sha1 = "8f6786d8b2b3248d79db3ad359ce95382d5a6df8" +uuid = "bdcacae8-1622-11e9-2a5c-532679323890" +version = "0.12.170" +weakdeps = ["ChainRulesCore", "ForwardDiff", "SpecialFunctions"] + + [deps.LoopVectorization.extensions] + ForwardDiffExt = ["ChainRulesCore", "ForwardDiff"] + SpecialFunctionsExt = "SpecialFunctions" + +[[deps.MCMCChains]] +deps = ["AbstractMCMC", "AxisArrays", "Dates", "Distributions", "IteratorInterfaceExtensions", "KernelDensity", "LinearAlgebra", "MCMCDiagnosticTools", "MLJModelInterface", "NaturalSort", "OrderedCollections", "PrettyTables", "Random", "RecipesBase", "Statistics", "StatsBase", "StatsFuns", "TableTraits", "Tables"] +git-tree-sha1 = "d28056379864318172ff4b7958710cfddd709339" +uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d" +version = "6.0.6" + +[[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 = "80b2833b56d466b3858d565adcd16a4a05f2089b" +uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7" +version = "2024.1.0+0" + +[[deps.MLJModelInterface]] +deps = ["Random", "ScientificTypesBase", "StatisticalTraits"] +git-tree-sha1 = "d2a45e1b5998ba3fdfb6cfe0c81096d4c7fb40e7" +uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea" +version = "1.9.6" + +[[deps.MacroTools]] +deps = ["Markdown", "Random"] +git-tree-sha1 = "2fa9ee3e63fd3a4f7a9a4f4744a52f4856de82df" +uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09" +version = "0.5.13" + +[[deps.ManualMemory]] +git-tree-sha1 = "bcaef4fc7a0cfe2cba636d84cda54b5e4e4ca3cd" +uuid = "d125e4d3-2237-4719-b19c-fa641b8a4667" +version = "0.1.8" + +[[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.MatrixFactorizations]] +deps = ["ArrayLayouts", "LinearAlgebra", "Printf", "Random"] +git-tree-sha1 = "6731e0574fa5ee21c02733e397beb133df90de35" +uuid = "a3b82374-2e81-5b9e-98ce-41277c0e4c87" +version = "2.2.0" + +[[deps.MaybeInplace]] +deps = ["ArrayInterface", "LinearAlgebra", "MacroTools", "SparseArrays"] +git-tree-sha1 = "b1f2f92feb0bc201e91c155ef575bcc7d9cc3526" +uuid = "bb5d69b7-63fc-4a16-80bd-7e42200c7bdb" +version = "0.1.2" + +[[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+1" + +[[deps.Measures]] +git-tree-sha1 = "c13304c81eec1ed3af7fc20e75fb6b26092a1102" +uuid = "442fdcdd-2543-5da2-b0f3-8c86c306513e" +version = "0.3.2" + +[[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.MozillaCACerts_jll]] +uuid = "14a3606d-f60d-562e-9121-12d972cd8159" +version = "2023.1.10" + +[[deps.MuladdMacro]] +git-tree-sha1 = "cac9cc5499c25554cba55cd3c30543cff5ca4fab" +uuid = "46d2c3a1-f734-5fdb-9937-b9b9aeba4221" +version = "0.2.4" + +[[deps.MultivariateStats]] +deps = ["Arpack", "LinearAlgebra", "SparseArrays", "Statistics", "StatsAPI", "StatsBase"] +git-tree-sha1 = "68bf5103e002c44adfd71fea6bd770b3f0586843" +uuid = "6f286f6a-111f-5878-ab1e-185364afe411" +version = "0.10.2" + +[[deps.NLSolversBase]] +deps = ["DiffResults", "Distributed", "FiniteDiff", "ForwardDiff"] +git-tree-sha1 = "a0b464d183da839699f4c79e7606d9d186ec172c" +uuid = "d41bc354-129a-5804-8e4c-c37616107c6c" +version = "7.8.3" + +[[deps.NLsolve]] +deps = ["Distances", "LineSearches", "LinearAlgebra", "NLSolversBase", "Printf", "Reexport"] +git-tree-sha1 = "019f12e9a1a7880459d0173c182e6a99365d7ac1" +uuid = "2774e3e8-f4cf-5e23-947b-6d7e65073b56" +version = "4.5.1" + +[[deps.NNlib]] +deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"] +git-tree-sha1 = "3d4617f943afe6410206a5294a95948c8d1b35bd" +uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd" +version = "0.9.17" + + [deps.NNlib.extensions] + NNlibAMDGPUExt = "AMDGPU" + NNlibCUDACUDNNExt = ["CUDA", "cuDNN"] + NNlibCUDAExt = "CUDA" + NNlibEnzymeCoreExt = "EnzymeCore" + + [deps.NNlib.weakdeps] + AMDGPU = "21141c5a-9bdb-4563-92ae-f87d6854732e" + CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba" + EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869" + cuDNN = "02a925ec-e4fe-4b08-9a7e-0d78e3d38ccd" + +[[deps.NaNMath]] +deps = ["OpenLibm_jll"] +git-tree-sha1 = "0877504529a3e5c3343c6f8b4c0381e57e4387e4" +uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3" +version = "1.0.2" + +[[deps.NamedArrays]] +deps = ["Combinatorics", "DataStructures", "DelimitedFiles", "InvertedIndices", "LinearAlgebra", "Random", "Requires", "SparseArrays", "Statistics"] +git-tree-sha1 = "c7aab3836df3f31591a2b4167fcd87b741dacfc9" +uuid = "86f7a689-2022-50b4-a561-43c23ac3c673" +version = "0.10.2" + +[[deps.NaturalSort]] +git-tree-sha1 = "eda490d06b9f7c00752ee81cfa451efe55521e21" +uuid = "c020b1a1-e9b0-503a-9c33-f039bfc54a85" +version = "1.0.0" + +[[deps.NearestNeighbors]] +deps = ["Distances", "StaticArrays"] +git-tree-sha1 = "ded64ff6d4fdd1cb68dfcbb818c69e144a5b2e4c" +uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce" +version = "0.4.16" + +[[deps.NetworkOptions]] +uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908" +version = "1.2.0" + +[[deps.NonlinearSolve]] +deps = ["ADTypes", "ArrayInterface", "ConcreteStructs", "DiffEqBase", "FastBroadcast", "FastClosures", "FiniteDiff", "ForwardDiff", "LazyArrays", "LineSearches", "LinearAlgebra", "LinearSolve", "MaybeInplace", "PrecompileTools", "Preferences", "Printf", "RecursiveArrayTools", "Reexport", "SciMLBase", "SimpleNonlinearSolve", "SparseArrays", "SparseDiffTools", "StaticArraysCore", "SymbolicIndexingInterface", "TimerOutputs"] +git-tree-sha1 = "dc0d78eeed89323526203b8a11a4fa6cdbe25cd6" +uuid = "8913a72c-1f9b-4ce2-8d82-65094dcecaec" +version = "3.11.0" + + [deps.NonlinearSolve.extensions] + NonlinearSolveBandedMatricesExt = "BandedMatrices" + NonlinearSolveFastLevenbergMarquardtExt = "FastLevenbergMarquardt" + NonlinearSolveFixedPointAccelerationExt = "FixedPointAcceleration" + NonlinearSolveLeastSquaresOptimExt = "LeastSquaresOptim" + NonlinearSolveMINPACKExt = "MINPACK" + NonlinearSolveNLSolversExt = "NLSolvers" + NonlinearSolveNLsolveExt = "NLsolve" + NonlinearSolveSIAMFANLEquationsExt = "SIAMFANLEquations" + NonlinearSolveSpeedMappingExt = "SpeedMapping" + NonlinearSolveSymbolicsExt = "Symbolics" + NonlinearSolveZygoteExt = "Zygote" + + [deps.NonlinearSolve.weakdeps] + BandedMatrices = "aae01518-5342-5314-be14-df237901396f" + FastLevenbergMarquardt = "7a0df574-e128-4d35-8cbd-3d84502bf7ce" + FixedPointAcceleration = "817d07cb-a79a-5c30-9a31-890123675176" + LeastSquaresOptim = "0fc2ff8b-aaa3-5acd-a817-1944a5e08891" + MINPACK = "4854310b-de5a-5eb6-a2a5-c1dee2bd17f9" + NLSolvers = "337daf1e-9722-11e9-073e-8b9effe078ba" + NLsolve = "2774e3e8-f4cf-5e23-947b-6d7e65073b56" + SIAMFANLEquations = "084e46ad-d928-497d-ad5e-07fa361a48c4" + SpeedMapping = "f1835b91-879b-4a3f-a438-e4baacf14412" + Symbolics = "0c5d862f-8b57-4792-8d23-62f2024744c7" + Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f" + +[[deps.Observables]] +git-tree-sha1 = "7438a59546cf62428fc9d1bc94729146d37a7225" +uuid = "510215fc-4207-5dde-b226-833fc4488ee2" +version = "0.5.5" + +[[deps.OffsetArrays]] +git-tree-sha1 = "e64b4f5ea6b7389f6f046d13d4896a8f9c1ba71e" +uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881" +version = "1.14.0" +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 = "0.3.23+4" + +[[deps.OpenLibm_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "05823500-19ac-5b8b-9628-191a04bc5112" +version = "0.8.1+2" + +[[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 = "3da7367955dcc5c54c1ba4d402ccdc09a1a3e046" +uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95" +version = "3.0.13+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.Optimisers]] +deps = ["ChainRulesCore", "Functors", "LinearAlgebra", "Random", "Statistics"] +git-tree-sha1 = "6572fe0c5b74431aaeb0b18a4aa5ef03c84678be" +uuid = "3bd65402-5787-11e9-1adc-39752487f4e2" +version = "0.3.3" + +[[deps.Opus_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] +git-tree-sha1 = "51a08fb14ec28da2ec7a927c4337e4332c2a4720" +uuid = "91d4177d-7536-5919-b921-800302f37372" +version = "1.3.2+0" + +[[deps.OrderedCollections]] +git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5" +uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d" +version = "1.6.3" + +[[deps.OrdinaryDiffEq]] +deps = ["ADTypes", "Adapt", "ArrayInterface", "DataStructures", "DiffEqBase", "DocStringExtensions", "EnumX", "ExponentialUtilities", "FastBroadcast", "FastClosures", "FillArrays", "FiniteDiff", "ForwardDiff", "FunctionWrappersWrappers", "IfElse", "InteractiveUtils", "LineSearches", "LinearAlgebra", "LinearSolve", "Logging", "MacroTools", "MuladdMacro", "NonlinearSolve", "Polyester", "PreallocationTools", "PrecompileTools", "Preferences", "RecursiveArrayTools", "Reexport", "SciMLBase", "SciMLOperators", "SciMLStructures", "SimpleNonlinearSolve", "SimpleUnPack", "SparseArrays", "SparseDiffTools", "StaticArrayInterface", "StaticArrays", "TruncatedStacktraces"] +git-tree-sha1 = "b2cd04c49e8c7c6f705b527898fc843c3aa90605" +uuid = "1dea7af3-3e70-54e6-95c3-0bf5283fa5ed" +version = "6.78.0" + +[[deps.PCRE2_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "efcefdf7-47ab-520b-bdef-62a2eaa19f15" +version = "10.42.0+1" + +[[deps.PDMats]] +deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"] +git-tree-sha1 = "949347156c25054de2db3b166c52ac4728cbad65" +uuid = "90014a1f-27ba-587c-ab20-58faa44d9150" +version = "0.11.31" + +[[deps.PackageExtensionCompat]] +git-tree-sha1 = "fb28e33b8a95c4cee25ce296c817d89cc2e53518" +uuid = "65ce6f38-6b18-4e1d-a461-8949797d7930" +version = "1.0.2" +weakdeps = ["Requires", "TOML"] + +[[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.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 = "1.10.0" + +[[deps.PlotThemes]] +deps = ["PlotUtils", "Statistics"] +git-tree-sha1 = "1f03a2d339f42dca4a4da149c7e15e9b896ad899" +uuid = "ccf2f8ad-2431-5c83-bf29-c5338b663b6a" +version = "3.1.0" + +[[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.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", "UUIDs", "UnicodeFun", "UnitfulLatexify", "Unzip"] +git-tree-sha1 = "442e1e7ac27dd5ff8825c3fa62fbd1e86397974b" +uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80" +version = "1.40.4" + + [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.PoissonRandom]] +deps = ["Random"] +git-tree-sha1 = "a0f1159c33f846aa77c3f30ebbc69795e5327152" +uuid = "e409e4f3-bfea-5376-8464-e040bb5c01ab" +version = "0.4.4" + +[[deps.Polyester]] +deps = ["ArrayInterface", "BitTwiddlingConvenienceFunctions", "CPUSummary", "IfElse", "ManualMemory", "PolyesterWeave", "Requires", "Static", "StaticArrayInterface", "StrideArraysCore", "ThreadingUtilities"] +git-tree-sha1 = "b3e2bae88cf07baf0a051fe09666b8ef97aefe93" +uuid = "f517fe37-dbe3-4b94-8317-1923a5111588" +version = "0.7.14" + +[[deps.PolyesterWeave]] +deps = ["BitTwiddlingConvenienceFunctions", "CPUSummary", "IfElse", "Static", "ThreadingUtilities"] +git-tree-sha1 = "240d7170f5ffdb285f9427b92333c3463bf65bf6" +uuid = "1d0040c9-8b98-4ee7-8388-3f51789ca0ad" +version = "0.2.1" + +[[deps.PositiveFactorizations]] +deps = ["LinearAlgebra"] +git-tree-sha1 = "17275485f373e6673f7e7f97051f703ed5b15b20" +uuid = "85a6dd25-e78a-55b7-8502-1745935b8125" +version = "0.2.4" + +[[deps.PreallocationTools]] +deps = ["Adapt", "ArrayInterface", "ForwardDiff"] +git-tree-sha1 = "a660e9daab5db07adf3dedfe09b435cc530d855e" +uuid = "d236fae5-4411-538c-8e31-a6e3d9e00b46" +version = "0.4.21" + + [deps.PreallocationTools.extensions] + PreallocationToolsReverseDiffExt = "ReverseDiff" + + [deps.PreallocationTools.weakdeps] + ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" + +[[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.PrettyTables]] +deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"] +git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660" +uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d" +version = "2.3.1" + +[[deps.Printf]] +deps = ["Unicode"] +uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7" + +[[deps.ProgressLogging]] +deps = ["Logging", "SHA", "UUIDs"] +git-tree-sha1 = "80d919dee55b9c50e8d9e2da5eeafff3fe58b539" +uuid = "33c8b6b6-d38a-422a-b730-caa89a2f386c" +version = "0.1.4" + +[[deps.ProgressMeter]] +deps = ["Distributed", "Printf"] +git-tree-sha1 = "763a8ceb07833dd51bb9e3bbca372de32c0605ad" +uuid = "92933f4c-e287-5a05-a399-4b506db050ca" +version = "1.10.0" + +[[deps.PtrArrays]] +git-tree-sha1 = "f011fbb92c4d401059b2212c05c0601b70f8b759" +uuid = "43287f4e-b6f4-7ad1-bb20-aadabca52c3d" +version = "1.2.0" + +[[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 = "37b7bb7aabf9a085e0044307e1717436117f2b3b" +uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56" +version = "6.5.3+1" + +[[deps.QuadGK]] +deps = ["DataStructures", "LinearAlgebra"] +git-tree-sha1 = "9b23c31e76e333e6fb4c1595ae6afa74966a729e" +uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc" +version = "2.9.4" + +[[deps.REPL]] +deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"] +uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb" + +[[deps.Random]] +deps = ["SHA"] +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", "Requires"] +git-tree-sha1 = "043da614cc7e95c703498a491e2c21f58a2b8111" +uuid = "e6cf234a-135c-5ec9-84dd-332b85af5143" +version = "1.5.3" + +[[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.RecursiveArrayTools]] +deps = ["Adapt", "ArrayInterface", "DocStringExtensions", "GPUArraysCore", "IteratorInterfaceExtensions", "LinearAlgebra", "RecipesBase", "SparseArrays", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"] +git-tree-sha1 = "758bc86b90e9fee2edc4af2a750b0d3f2d5c02c5" +uuid = "731186ca-8d62-57ce-b412-fbd966d074cd" +version = "3.19.0" + + [deps.RecursiveArrayTools.extensions] + RecursiveArrayToolsFastBroadcastExt = "FastBroadcast" + RecursiveArrayToolsForwardDiffExt = "ForwardDiff" + RecursiveArrayToolsMeasurementsExt = "Measurements" + RecursiveArrayToolsMonteCarloMeasurementsExt = "MonteCarloMeasurements" + RecursiveArrayToolsReverseDiffExt = ["ReverseDiff", "Zygote"] + RecursiveArrayToolsTrackerExt = "Tracker" + RecursiveArrayToolsZygoteExt = "Zygote" + + [deps.RecursiveArrayTools.weakdeps] + FastBroadcast = "7034ab61-46d4-4ed7-9d0f-46aef9175898" + ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210" + Measurements = "eff96d63-e80a-5855-80a2-b1b0885c5ab7" + MonteCarloMeasurements = "0987c9cc-fe09-11e8-30f0-b96dd679fdca" + ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" + Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" + Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f" + +[[deps.RecursiveFactorization]] +deps = ["LinearAlgebra", "LoopVectorization", "Polyester", "PrecompileTools", "StrideArraysCore", "TriangularSolve"] +git-tree-sha1 = "6db1a75507051bc18bfa131fbc7c3f169cc4b2f6" +uuid = "f2c3362d-daeb-58d1-803e-2bc74f2840b4" +version = "0.2.23" + +[[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.ResettableStacks]] +deps = ["StaticArrays"] +git-tree-sha1 = "256eeeec186fa7f26f2801732774ccf277f05db9" +uuid = "ae5879a3-cd67-5da8-be7f-38c6eb64a37b" +version = "1.1.1" + +[[deps.Rmath]] +deps = ["Random", "Rmath_jll"] +git-tree-sha1 = "f65dcb5fa46aee0cf9ed6274ccbd597adc49aa7b" +uuid = "79098fc4-a85e-5d69-aa6a-4863f24498fa" +version = "0.7.1" + +[[deps.Rmath_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "d483cd324ce5cf5d61b77930f0bbd6cb61927d21" +uuid = "f50d1b31-88e8-58de-be2c-1cc44531875f" +version = "0.4.2+0" + +[[deps.Roots]] +deps = ["Accessors", "ChainRulesCore", "CommonSolve", "Printf"] +git-tree-sha1 = "1ab580704784260ee5f45bffac810b152922747b" +uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665" +version = "2.1.5" + + [deps.Roots.extensions] + RootsForwardDiffExt = "ForwardDiff" + RootsIntervalRootFindingExt = "IntervalRootFinding" + RootsSymPyExt = "SymPy" + RootsSymPyPythonCallExt = "SymPyPythonCall" + + [deps.Roots.weakdeps] + 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.RuntimeGeneratedFunctions]] +deps = ["ExprTools", "SHA", "Serialization"] +git-tree-sha1 = "04c968137612c4a5629fa531334bb81ad5680f00" +uuid = "7e49a35a-f44a-4d26-94aa-eba1b4ca6b47" +version = "0.5.13" + +[[deps.SHA]] +uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce" +version = "0.7.0" + +[[deps.SIMDTypes]] +git-tree-sha1 = "330289636fb8107c5f32088d2741e9fd7a061a5c" +uuid = "94e857df-77ce-4151-89e5-788b33177be4" +version = "0.1.0" + +[[deps.SLEEFPirates]] +deps = ["IfElse", "Static", "VectorizationBase"] +git-tree-sha1 = "3aac6d68c5e57449f5b9b865c9ba50ac2970c4cf" +uuid = "476501e8-09a2-5ece-8869-fb82de89a1fa" +version = "0.6.42" + +[[deps.SSMProblems]] +deps = ["AbstractMCMC"] +git-tree-sha1 = "f640e4e8343c9d5f470e2f6ca6ce79f708ab6376" +uuid = "26aad666-b158-4e64-9d35-0e672562fa48" +version = "0.1.1" + +[[deps.SciMLBase]] +deps = ["ADTypes", "ArrayInterface", "CommonSolve", "ConstructionBase", "Distributed", "DocStringExtensions", "EnumX", "FunctionWrappersWrappers", "IteratorInterfaceExtensions", "LinearAlgebra", "Logging", "Markdown", "PrecompileTools", "Preferences", "Printf", "RecipesBase", "RecursiveArrayTools", "Reexport", "RuntimeGeneratedFunctions", "SciMLOperators", "SciMLStructures", "StaticArraysCore", "Statistics", "SymbolicIndexingInterface", "Tables"] +git-tree-sha1 = "265f1a7a804d8093fa0b17e33e45373a77e56ca5" +uuid = "0bca4576-84f4-4d90-8ffe-ffa030f20462" +version = "2.38.0" + + [deps.SciMLBase.extensions] + SciMLBaseChainRulesCoreExt = "ChainRulesCore" + SciMLBaseMakieExt = "Makie" + SciMLBasePartialFunctionsExt = "PartialFunctions" + SciMLBasePyCallExt = "PyCall" + SciMLBasePythonCallExt = "PythonCall" + SciMLBaseRCallExt = "RCall" + SciMLBaseZygoteExt = "Zygote" + + [deps.SciMLBase.weakdeps] + ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2" + ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" + Makie = "ee78f7c6-11fb-53f2-987a-cfe4a2b5a57a" + PartialFunctions = "570af359-4316-4cb7-8c74-252c00c2016b" + PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0" + PythonCall = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d" + RCall = "6f49c342-dc21-5d91-9882-a32aef131414" + Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f" + +[[deps.SciMLOperators]] +deps = ["ArrayInterface", "DocStringExtensions", "LinearAlgebra", "MacroTools", "Setfield", "SparseArrays", "StaticArraysCore"] +git-tree-sha1 = "10499f619ef6e890f3f4a38914481cc868689cd5" +uuid = "c0aeaf25-5076-4817-a8d5-81caf7dfa961" +version = "0.3.8" + +[[deps.SciMLStructures]] +git-tree-sha1 = "d778a74df2f64059c38453b34abad1953b2b8722" +uuid = "53ae85a6-f571-4167-b2af-e1d143709226" +version = "1.2.0" + +[[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.SentinelArrays]] +deps = ["Dates", "Random"] +git-tree-sha1 = "90b4f68892337554d31cdcdbe19e48989f26c7e6" +uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c" +version = "1.4.3" + +[[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 = "874e8867b33a00e784c8a7e4b60afe9e037b74e1" +uuid = "777ac1f9-54b0-4bf8-805c-2214025038e7" +version = "1.1.0" + +[[deps.SimpleNonlinearSolve]] +deps = ["ADTypes", "ArrayInterface", "ConcreteStructs", "DiffEqBase", "DiffResults", "FastClosures", "FiniteDiff", "ForwardDiff", "LinearAlgebra", "MaybeInplace", "PrecompileTools", "Reexport", "SciMLBase", "StaticArraysCore"] +git-tree-sha1 = "c020028bb22a2f23cbd88cb92cf47cbb8c98513f" +uuid = "727e6d20-b764-4bd8-a329-72de5adea6c7" +version = "1.8.0" + + [deps.SimpleNonlinearSolve.extensions] + SimpleNonlinearSolveChainRulesCoreExt = "ChainRulesCore" + SimpleNonlinearSolvePolyesterForwardDiffExt = "PolyesterForwardDiff" + SimpleNonlinearSolveReverseDiffExt = "ReverseDiff" + SimpleNonlinearSolveStaticArraysExt = "StaticArrays" + SimpleNonlinearSolveTrackerExt = "Tracker" + SimpleNonlinearSolveZygoteExt = "Zygote" + + [deps.SimpleNonlinearSolve.weakdeps] + ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" + PolyesterForwardDiff = "98d1487c-24ca-40b6-b7ab-df2af84e126b" + ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" + StaticArrays = "90137ffa-7385-5640-81b9-e52037218182" + Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" + Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f" + +[[deps.SimpleTraits]] +deps = ["InteractiveUtils", "MacroTools"] +git-tree-sha1 = "5d7e3f4e11935503d3ecaf7186eac40602e7d231" +uuid = "699a6c99-e7fa-54fc-8d76-47d257e15c1d" +version = "0.9.4" + +[[deps.SimpleUnPack]] +git-tree-sha1 = "58e6353e72cde29b90a69527e56df1b5c3d8c437" +uuid = "ce78b400-467f-4804-87d8-8f486da07d0a" +version = "1.1.0" + +[[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" +version = "1.10.0" + +[[deps.SparseDiffTools]] +deps = ["ADTypes", "Adapt", "ArrayInterface", "Compat", "DataStructures", "FiniteDiff", "ForwardDiff", "Graphs", "LinearAlgebra", "PackageExtensionCompat", "Random", "Reexport", "SciMLOperators", "Setfield", "SparseArrays", "StaticArrayInterface", "StaticArrays", "Tricks", "UnPack", "VertexSafeGraphs"] +git-tree-sha1 = "cce98ad7c896e52bb0eded174f02fc2a29c38477" +uuid = "47a9eef4-7e08-11e9-0b38-333d64bd3804" +version = "2.18.0" + + [deps.SparseDiffTools.extensions] + SparseDiffToolsEnzymeExt = "Enzyme" + SparseDiffToolsPolyesterExt = "Polyester" + SparseDiffToolsPolyesterForwardDiffExt = "PolyesterForwardDiff" + SparseDiffToolsSymbolicsExt = "Symbolics" + SparseDiffToolsZygoteExt = "Zygote" + + [deps.SparseDiffTools.weakdeps] + Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9" + Polyester = "f517fe37-dbe3-4b94-8317-1923a5111588" + PolyesterForwardDiff = "98d1487c-24ca-40b6-b7ab-df2af84e126b" + Symbolics = "0c5d862f-8b57-4792-8d23-62f2024744c7" + Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f" + +[[deps.SparseInverseSubset]] +deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"] +git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852" +uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada" +version = "0.1.2" + +[[deps.Sparspak]] +deps = ["Libdl", "LinearAlgebra", "Logging", "OffsetArrays", "Printf", "SparseArrays", "Test"] +git-tree-sha1 = "342cf4b449c299d8d1ceaf00b7a49f4fbc7940e7" +uuid = "e56a9233-b9d6-4f03-8d0f-1825330902ac" +version = "0.3.9" + +[[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.Static]] +deps = ["IfElse"] +git-tree-sha1 = "d2fdac9ff3906e27f7a618d47b676941baa6c80c" +uuid = "aedffcd0-7271-4cad-89d0-dc628f76c6d3" +version = "0.8.10" + +[[deps.StaticArrayInterface]] +deps = ["ArrayInterface", "Compat", "IfElse", "LinearAlgebra", "PrecompileTools", "Requires", "SparseArrays", "Static", "SuiteSparse"] +git-tree-sha1 = "5d66818a39bb04bf328e92bc933ec5b4ee88e436" +uuid = "0d7ed370-da01-4f52-bd93-41d350b8b718" +version = "1.5.0" +weakdeps = ["OffsetArrays", "StaticArrays"] + + [deps.StaticArrayInterface.extensions] + StaticArrayInterfaceOffsetArraysExt = "OffsetArrays" + StaticArrayInterfaceStaticArraysExt = "StaticArrays" + +[[deps.StaticArrays]] +deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"] +git-tree-sha1 = "9ae599cd7529cfce7fea36cf00a62cfc56f0f37c" +uuid = "90137ffa-7385-5640-81b9-e52037218182" +version = "1.9.4" +weakdeps = ["ChainRulesCore", "Statistics"] + + [deps.StaticArrays.extensions] + StaticArraysChainRulesCoreExt = "ChainRulesCore" + StaticArraysStatisticsExt = "Statistics" + +[[deps.StaticArraysCore]] +git-tree-sha1 = "36b3d696ce6366023a0ea192b4cd442268995a0d" +uuid = "1e83bf80-4336-4d27-bf5d-d5a4f845583c" +version = "1.4.2" + +[[deps.StatisticalTraits]] +deps = ["ScientificTypesBase"] +git-tree-sha1 = "30b9236691858e13f167ce829490a68e1a597782" +uuid = "64bff920-2084-43da-a3e6-9bb72801c0c9" +version = "3.2.0" + +[[deps.Statistics]] +deps = ["LinearAlgebra", "SparseArrays"] +uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2" +version = "1.10.0" + +[[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 = "5cf7606d6cef84b543b483848d4ae08ad9832b21" +uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91" +version = "0.34.3" + +[[deps.StatsFuns]] +deps = ["HypergeometricFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"] +git-tree-sha1 = "cef0472124fab0695b58ca35a77c6fb942fdab8a" +uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c" +version = "1.3.1" +weakdeps = ["ChainRulesCore", "InverseFunctions"] + + [deps.StatsFuns.extensions] + StatsFunsChainRulesCoreExt = "ChainRulesCore" + StatsFunsInverseFunctionsExt = "InverseFunctions" + +[[deps.StatsPlots]] +deps = ["AbstractFFTs", "Clustering", "DataStructures", "Distributions", "Interpolations", "KernelDensity", "LinearAlgebra", "MultivariateStats", "NaNMath", "Observables", "Plots", "RecipesBase", "RecipesPipeline", "Reexport", "StatsBase", "TableOperations", "Tables", "Widgets"] +git-tree-sha1 = "3b1dcbf62e469a67f6733ae493401e53d92ff543" +uuid = "f3b207a7-027a-5e70-b257-86293d7955fd" +version = "0.15.7" + +[[deps.SteadyStateDiffEq]] +deps = ["ConcreteStructs", "DiffEqBase", "DiffEqCallbacks", "LinearAlgebra", "Reexport", "SciMLBase"] +git-tree-sha1 = "1158cfdf0da5b0eacdfcfba7c16b174a37bdf6c7" +uuid = "9672c7b4-1e72-59bd-8a11-6ac3964bc41f" +version = "2.2.0" + +[[deps.StochasticDiffEq]] +deps = ["Adapt", "ArrayInterface", "DataStructures", "DiffEqBase", "DiffEqNoiseProcess", "DocStringExtensions", "FiniteDiff", "ForwardDiff", "JumpProcesses", "LevyArea", "LinearAlgebra", "Logging", "MuladdMacro", "NLsolve", "OrdinaryDiffEq", "Random", "RandomNumbers", "RecursiveArrayTools", "Reexport", "SciMLBase", "SciMLOperators", "SparseArrays", "SparseDiffTools", "StaticArrays", "UnPack"] +git-tree-sha1 = "97e5d0b7e5ec2e68eec6626af97c59e9f6b6c3d0" +uuid = "789caeaf-c7a9-5a7d-9973-96adeb23e2a0" +version = "6.65.1" + +[[deps.StrideArraysCore]] +deps = ["ArrayInterface", "CloseOpenIntervals", "IfElse", "LayoutPointers", "LinearAlgebra", "ManualMemory", "SIMDTypes", "Static", "StaticArrayInterface", "ThreadingUtilities"] +git-tree-sha1 = "25349bf8f63aa36acbff5e3550a86e9f5b0ef682" +uuid = "7792a7ef-975c-4747-a70f-980b88e8d1da" +version = "0.5.6" + +[[deps.StringManipulation]] +deps = ["PrecompileTools"] +git-tree-sha1 = "a04cabe79c5f01f4d723cc6704070ada0b9d46d5" +uuid = "892a3eda-7b42-436c-8928-eab12a02cf0e" +version = "0.3.4" + +[[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", "libblastrampoline_jll"] +uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c" +version = "7.2.1+1" + +[[deps.Sundials]] +deps = ["CEnum", "DataStructures", "DiffEqBase", "Libdl", "LinearAlgebra", "Logging", "PrecompileTools", "Reexport", "SciMLBase", "SparseArrays", "Sundials_jll"] +git-tree-sha1 = "e15f5a73f0d14b9079b807a9d1dac13e4302e997" +uuid = "c3572dad-4567-51f8-b174-8c6c989267f4" +version = "4.24.0" + +[[deps.Sundials_jll]] +deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "SuiteSparse_jll", "libblastrampoline_jll"] +git-tree-sha1 = "ba4d38faeb62de7ef47155ed321dce40a549c305" +uuid = "fb77eaff-e24c-56d4-86b1-d163f2edb164" +version = "5.2.2+0" + +[[deps.SymbolicIndexingInterface]] +deps = ["Accessors", "ArrayInterface", "RuntimeGeneratedFunctions", "StaticArraysCore"] +git-tree-sha1 = "b479c7a16803f08779ac5b7f9844a42621baeeda" +uuid = "2efcf032-c050-4f8e-a9bb-153293bab1f5" +version = "0.3.21" + +[[deps.TOML]] +deps = ["Dates"] +uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76" +version = "1.0.3" + +[[deps.TableOperations]] +deps = ["SentinelArrays", "Tables", "Test"] +git-tree-sha1 = "e383c87cf2a1dc41fa30c093b2a19877c83e1bc1" +uuid = "ab02a1b2-a7df-11e8-156e-fb1833f50b87" +version = "1.2.0" + +[[deps.TableTraits]] +deps = ["IteratorInterfaceExtensions"] +git-tree-sha1 = "c06b2f539df1c6efa794486abfb6ed2022561a39" +uuid = "3783bdb8-4a98-5b6b-af9a-565f29a5fe9c" +version = "1.0.1" + +[[deps.Tables]] +deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"] +git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d" +uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c" +version = "1.11.1" + +[[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.TerminalLoggers]] +deps = ["LeftChildRightSiblingTrees", "Logging", "Markdown", "Printf", "ProgressLogging", "UUIDs"] +git-tree-sha1 = "f133fab380933d042f6796eda4e130272ba520ca" +uuid = "5d786b92-1e48-4d6f-9151-6b4477ca9bed" +version = "0.1.7" + +[[deps.Test]] +deps = ["InteractiveUtils", "Logging", "Random", "Serialization"] +uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40" + +[[deps.ThreadingUtilities]] +deps = ["ManualMemory"] +git-tree-sha1 = "eda08f7e9818eb53661b3deb74e3159460dfbc27" +uuid = "8290d209-cae3-49c0-8002-c8c24d57dab5" +version = "0.5.2" + +[[deps.TimerOutputs]] +deps = ["ExprTools", "Printf"] +git-tree-sha1 = "5a13ae8a41237cff5ecf34f73eb1b8f42fff6531" +uuid = "a759f4b9-e2f1-59dc-863e-4aeb61b1ea8f" +version = "0.5.24" + +[[deps.Tracker]] +deps = ["Adapt", "ChainRulesCore", "DiffRules", "ForwardDiff", "Functors", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NNlib", "NaNMath", "Optimisers", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics"] +git-tree-sha1 = "5158100ed55411867674576788e710a815a0af02" +uuid = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" +version = "0.2.34" +weakdeps = ["PDMats"] + + [deps.Tracker.extensions] + TrackerPDMatsExt = "PDMats" + +[[deps.TranscodingStreams]] +git-tree-sha1 = "5d54d076465da49d6746c647022f3b3674e64156" +uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa" +version = "0.10.8" +weakdeps = ["Random", "Test"] + + [deps.TranscodingStreams.extensions] + TestExt = ["Test", "Random"] + +[[deps.Transducers]] +deps = ["Accessors", "Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "SplittablesBase", "Tables"] +git-tree-sha1 = "5215a069867476fc8e3469602006b9670e68da23" +uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999" +version = "0.4.82" + + [deps.Transducers.extensions] + TransducersBlockArraysExt = "BlockArrays" + TransducersDataFramesExt = "DataFrames" + TransducersLazyArraysExt = "LazyArrays" + TransducersOnlineStatsBaseExt = "OnlineStatsBase" + TransducersReferenceablesExt = "Referenceables" + + [deps.Transducers.weakdeps] + 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.TriangularSolve]] +deps = ["CloseOpenIntervals", "IfElse", "LayoutPointers", "LinearAlgebra", "LoopVectorization", "Polyester", "Static", "VectorizationBase"] +git-tree-sha1 = "66c68a20907800c0b7c04ff8a6164115e8747de2" +uuid = "d5829a12-d9aa-46ab-831f-fb7c9ab06edf" +version = "0.2.0" + +[[deps.Tricks]] +git-tree-sha1 = "eae1bb484cd63b36999ee58be2de6c178105112f" +uuid = "410a4b4d-49e4-4fbc-ab6d-cb71b17b3775" +version = "0.1.8" + +[[deps.TruncatedStacktraces]] +deps = ["InteractiveUtils", "MacroTools", "Preferences"] +git-tree-sha1 = "ea3e54c2bdde39062abf5a9758a23735558705e1" +uuid = "781d530d-4396-4725-bb49-402e4bee1e77" +version = "1.4.0" + +[[deps.Turing]] +deps = ["ADTypes", "AbstractMCMC", "Accessors", "AdvancedHMC", "AdvancedMH", "AdvancedPS", "AdvancedVI", "BangBang", "Bijectors", "DataStructures", "Distributions", "DistributionsAD", "DocStringExtensions", "DynamicPPL", "EllipticalSliceSampling", "ForwardDiff", "Libtask", "LinearAlgebra", "LogDensityProblems", "LogDensityProblemsAD", "MCMCChains", "NamedArrays", "Printf", "Random", "Reexport", "Requires", "SciMLBase", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"] +git-tree-sha1 = "cfb3b446a5e52e1da4cc71b77a9350c309c581f0" +uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0" +version = "0.32.0" + + [deps.Turing.extensions] + TuringDynamicHMCExt = "DynamicHMC" + TuringOptimExt = "Optim" + + [deps.Turing.weakdeps] + DynamicHMC = "bbc10e6e-7c05-544b-b16e-64fede858acb" + Optim = "429524aa-4258-5aef-a3af-852621145aeb" + +[[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 = "dd260903fdabea27d9b6021689b3cd5401a57748" +uuid = "1986cc42-f94f-5a68-af5c-568840ba703d" +version = "1.20.0" +weakdeps = ["ConstructionBase", "InverseFunctions"] + + [deps.Unitful.extensions] + ConstructionBaseUnitfulExt = "ConstructionBase" + InverseFunctionsUnitfulExt = "InverseFunctions" + +[[deps.UnitfulLatexify]] +deps = ["LaTeXStrings", "Latexify", "Unitful"] +git-tree-sha1 = "e2d817cc500e960fdbafcf988ac8436ba3208bfd" +uuid = "45397f5d-5981-4c77-b2b3-fc36d6e9b728" +version = "1.6.3" + +[[deps.UnsafeAtomics]] +git-tree-sha1 = "6331ac3440856ea1988316b46045303bef658278" +uuid = "013be700-e6cd-48c3-b4a1-df204f14c38f" +version = "0.2.1" + +[[deps.UnsafeAtomicsLLVM]] +deps = ["LLVM", "UnsafeAtomics"] +git-tree-sha1 = "d9f5962fecd5ccece07db1ff006fb0b5271bdfdd" +uuid = "d80eeb9a-aca5-4d75-85e5-170c8b632249" +version = "0.1.4" + +[[deps.Unzip]] +git-tree-sha1 = "ca0969166a028236229f63514992fc073799bb78" +uuid = "41fe7b60-77ed-43a1-b4f0-825fd5a5650d" +version = "0.2.0" + +[[deps.VectorizationBase]] +deps = ["ArrayInterface", "CPUSummary", "HostCPUFeatures", "IfElse", "LayoutPointers", "Libdl", "LinearAlgebra", "SIMDTypes", "Static", "StaticArrayInterface"] +git-tree-sha1 = "6129a4faf6242e7c3581116fbe3270f3ab17c90d" +uuid = "3d5dd08c-fd9d-11e8-17fa-ed2836048c2f" +version = "0.21.67" + +[[deps.VertexSafeGraphs]] +deps = ["Graphs"] +git-tree-sha1 = "8351f8d73d7e880bfc042a8b6922684ebeafb35c" +uuid = "19fa3120-7c27-5ec5-8db8-b0b0aa330d6f" +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.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 = "c1a7aa6219628fcd757dede0ca95e245c5cd9511" +uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6" +version = "1.0.0" + +[[deps.XML2_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"] +git-tree-sha1 = "52ff2af32e591541550bd753c0da8b9bc92bb9d9" +uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a" +version = "2.12.7+0" + +[[deps.XSLT_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "Pkg", "XML2_jll", "Zlib_jll"] +git-tree-sha1 = "91844873c4085240b95e795f692c4cec4d805f8a" +uuid = "aed1982a-8fda-507f-9586-7b0439959a61" +version = "1.1.34+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 = "b4bfde5d5b652e22b9c790ad00af08b6d042b97d" +uuid = "c7cfdc94-dc32-55de-ac96-5a1b8d977c5b" +version = "1.15.0+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+1" + +[[deps.Zstd_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "e678132f07ddb5bfa46857f0d7620fb9be675d3b" +uuid = "3161d3a3-bdf6-5164-811a-617609db77b4" +version = "1.5.6+0" + +[[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 = "a68c9655fbe6dfcab3d972808f1aafec151ce3f8" +uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09" +version = "0.43.0+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", "Pkg", "Zlib_jll"] +git-tree-sha1 = "5982a94fcba20f02f42ace44b9894ee2b140fe47" +uuid = "0ac62f75-1d6f-5e53-bd7c-93b484bb37c0" +version = "0.15.1+0" + +[[deps.libblastrampoline_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "8e850b90-86db-534c-a0d3-1478176c7d93" +version = "5.8.0+1" + +[[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", "Pkg"] +git-tree-sha1 = "daacc84a041563f965be61859a36e17c4e4fcd55" +uuid = "f638f0a6-7fb0-5443-88ba-1cc74229b280" +version = "2.0.2+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 = "d7015d2e18a5fd9a4f47de711837e980519781a4" +uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f" +version = "1.6.43+1" + +[[deps.libvorbis_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"] +git-tree-sha1 = "b910cb81ef3fe6e78bf6acee440bda86fd6ae00c" +uuid = "f27f6e37-5d2b-51aa-960f-b287f2bc3b7a" +version = "1.3.7+1" + +[[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+2" + +[[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/tutorials/10-bayesian-stochastic-differential-equations/Project.toml b/tutorials/10-bayesian-stochastic-differential-equations/Project.toml new file mode 100644 index 000000000..9745c3084 --- /dev/null +++ b/tutorials/10-bayesian-stochastic-differential-equations/Project.toml @@ -0,0 +1,6 @@ +[deps] +DifferentialEquations = "0c46a032-eb83-5123-abaf-570d42b7fbaa" +LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" +Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c" +StatsPlots = "f3b207a7-027a-5e70-b257-86293d7955fd" +Turing = "fce5fe82-541a-59a6-adf8-730c64b5f9a0" diff --git a/tutorials/10-bayesian-stochastic-differential-equations/index.qmd b/tutorials/10-bayesian-stochastic-differential-equations/index.qmd new file mode 100644 index 000000000..f2935801f --- /dev/null +++ b/tutorials/10-bayesian-stochastic-differential-equations/index.qmd @@ -0,0 +1,179 @@ +--- +title: Bayesian Estimation of Differential Equations +engine: julia +--- + +```{julia} +#| echo: false +#| output: false +using Pkg; +Pkg.instantiate(); +``` + +::: {.callout-note collapse="true"} + +## This Part is from [Bayesian Differential Equations Notebook](../10-bayesian-differential-equations/) + +```{julia} +using Turing +using DifferentialEquations +using DifferentialEquations.EnsembleAnalysis + +# Load StatsPlots for visualizations and diagnostics. +using StatsPlots + +using LinearAlgebra + +# Set a seed for reproducibility. +using Random +Random.seed!(14); +``` + +## The Lotka-Volterra Model + +The Lotka–Volterra equations, also known as the predator–prey equations, are a pair of first-order nonlinear differential equations. +These differential equations are frequently used to describe the dynamics of biological systems in which two species interact, one as a predator and the other as prey. +The populations change through time according to the pair of equations + +$$ +\begin{aligned} +\frac{\mathrm{d}x}{\mathrm{d}t} &= (\alpha - \beta y(t))x(t), \\ +\frac{\mathrm{d}y}{\mathrm{d}t} &= (\delta x(t) - \gamma)y(t) +\end{aligned} +$$ + +where $x(t)$ and $y(t)$ denote the populations of prey and predator at time $t$, respectively, and $\alpha, \beta, \gamma, \delta$ are positive parameters. + +We implement the Lotka-Volterra model and simulate it with parameters $\alpha = 1.5$, $\beta = 1$, $\gamma = 3$, and $\delta = 1$ and initial conditions $x(0) = y(0) = 1$. + +```{julia} +# Define Lotka-Volterra model. +function lotka_volterra(du, u, p, t) + # Model parameters. + α, β, γ, δ = p + # Current state. + x, y = u + + # Evaluate differential equations. + du[1] = (α - β * y) * x # prey + du[2] = (δ * x - γ) * y # predator + + return nothing +end + +# Define initial-value problem. +u0 = [1.0, 1.0] +p = [1.5, 1.0, 3.0, 1.0] +tspan = (0.0, 10.0) +prob = ODEProblem(lotka_volterra, u0, tspan, p) + +# Plot simulation. +plot(solve(prob, Tsit5())) +``` + +We generate noisy observations to use for the parameter estimation tasks in this tutorial. +With the [`saveat` argument](https://docs.sciml.ai/latest/basics/common_solver_opts/) we specify that the solution is stored only at `0.1` time units. +To make the example more realistic we add random normally distributed noise to the simulation. + +```{julia} +sol = solve(prob, Tsit5(); saveat=0.1) +odedata = Array(sol) + 0.8 * randn(size(Array(sol))) + +# Plot simulation and noisy observations. +plot(sol; alpha=0.3) +scatter!(sol.t, odedata'; color=[1 2], label="") +``` + +Alternatively, we can use real-world data from Hudson’s Bay Company records (an Stan implementation with slightly different priors can be found here: https://mc-stan.org/users/documentation/case-studies/lotka-volterra-predator-prey.html). + +::: + +## Inference of a Stochastic Differential Equation + +A [Stochastic Differential Equation (SDE)](https://diffeq.sciml.ai/stable/tutorials/sde_example/) is a differential equation that has a stochastic (noise) term in the expression of the derivatives. +Here we fit a stochastic version of the Lokta-Volterra system. + +We use a quasi-likelihood approach in which all trajectories of a solution are compared instead of a reduction such as mean, this increases the robustness of fitting and makes the likelihood more identifiable. +We use SOSRI to solve the equation. + +```{julia} +u0 = [1.0, 1.0] +tspan = (0.0, 10.0) +function multiplicative_noise!(du, u, p, t) + x, y = u + du[1] = p[5] * x + return du[2] = p[6] * y +end +p = [1.5, 1.0, 3.0, 1.0, 0.1, 0.1] + +function lotka_volterra!(du, u, p, t) + x, y = u + α, β, γ, δ = p + du[1] = dx = α * x - β * x * y + return du[2] = dy = δ * x * y - γ * y +end + +prob_sde = SDEProblem(lotka_volterra!, multiplicative_noise!, u0, tspan, p) + +ensembleprob = EnsembleProblem(prob_sde) +data = solve(ensembleprob, SOSRI(); saveat=0.1, trajectories=1000) +plot(EnsembleSummary(data)) + +# We generate new noisy observations based on the stochastic model for the parameter estimation tasks in this tutorial. +# We create our observations by adding random normally distributed noise to the mean of the ensemble simulation. +sdedata = reduce(hcat, timeseries_steps_mean(data).u) + 0.8 * randn(size(reduce(hcat, timeseries_steps_mean(data).u))) +``` + +```{julia} +@model function fitlv_sde(data, prob) + # Prior distributions. + σ ~ InverseGamma(2, 3) + α ~ truncated(Normal(1.3, 0.5); lower=0.5, upper=2.5) + β ~ truncated(Normal(1.2, 0.25); lower=0.5, upper=2) + γ ~ truncated(Normal(3.2, 0.25); lower=2.2, upper=4) + δ ~ truncated(Normal(1.2, 0.25); lower=0.5, upper=2) + ϕ1 ~ truncated(Normal(0.12, 0.3); lower=0.05, upper=0.25) + ϕ2 ~ truncated(Normal(0.12, 0.3); lower=0.05, upper=0.25) + + # Simulate stochastic Lotka-Volterra model. + p = [α, β, γ, δ, ϕ1, ϕ2] + remake(prob, p = p) + ensembleprob = EnsembleProblem(prob) + predicted = solve(ensembleprob, SOSRI(); saveat=0.1, trajectories = 200) + + # Early exit if simulation could not be computed successfully. + for i in 1:length(predicted) + if !SciMLBase.successful_retcode(predicted[i]) + Turing.@addlogprob! -Inf + return nothing + end + end + + # Observations. + # We compute the likelihood for each trajectory of our simulation in order to better approximate the overall likelihood of our choice of parameters + for j in 1:length(predicted) + for i in 1:length(predicted[j]) + data[:, i] ~ MvNormal(predicted[j][i], σ^2 * I) + end + end + + return nothing +end; +``` + +The probabilistic nature of the SDE solution makes the likelihood function noisy which poses a challenge for NUTS since the gradient is changing with every calculation. +Therefore we use NUTS with a low target acceptance rate of `0.25` and specify a set of initial parameters. +SGHMC might be a more suitable algorithm to be used here. + +```{julia} +model_sde = fitlv_sde(sdedata, prob_sde) + +chain_sde = sample( + model_sde, + NUTS(0.25), + 5000; + initial_params=[1.5, 1.3, 1.2, 2.7, 1.2, 0.12, 0.12], + progress=false, +) +plot(chain_sde) +```