From 64a481a3c4f7143d452495e76a1c47c6b9b646fb Mon Sep 17 00:00:00 2001 From: "Anthony D. Blaom" Date: Thu, 14 Nov 2024 13:20:07 +1300 Subject: [PATCH 1/2] add generic mlj interface tests --- test/Manifest.toml | 82 ++++-------------------------------- test/Project.toml | 3 +- test/direct_mlj_interface.jl | 67 ++++++++++++++++++++++++----- 3 files changed, 66 insertions(+), 86 deletions(-) diff --git a/test/Manifest.toml b/test/Manifest.toml index 9717977..a443bcf 100644 --- a/test/Manifest.toml +++ b/test/Manifest.toml @@ -1,14 +1,8 @@ # This file is machine-generated - editing it directly is not advised -julia_version = "1.10.5" +julia_version = "1.10.3" manifest_format = "2.0" -project_hash = "44de0b245e083feedd88d905933ce8d9b455e504" - -[[deps.ARFFFiles]] -deps = ["CategoricalArrays", "Dates", "Parsers", "Tables"] -git-tree-sha1 = "678eb18590a8bc6674363da4d5faa4ac09c40a18" -uuid = "da404889-ca92-49ff-9e8b-0aa6b4d38dc8" -version = "1.5.0" +project_hash = "126d38d1feb67d69f6da4d18ded8802bfbff90a9" [[deps.AbstractFFTs]] deps = ["LinearAlgebra"] @@ -467,12 +461,6 @@ deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"] uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6" version = "1.6.0" -[[deps.EarlyStopping]] -deps = ["Dates", "Statistics"] -git-tree-sha1 = "98fdf08b707aaf69f524a6cd0a67858cefe0cfb6" -uuid = "792122b4-ca99-40de-a6bc-6742525f08b6" -version = "0.3.0" - [[deps.EpollShim_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl"] git-tree-sha1 = "8e9441ee83492030ace98f9789a654a6d0b1f643" @@ -796,12 +784,6 @@ git-tree-sha1 = "630b497eafcc20001bba38a4651b327dcfc491d2" uuid = "92d709cd-6900-40b7-9082-c6be49f344b6" version = "0.2.2" -[[deps.IterationControl]] -deps = ["EarlyStopping", "InteractiveUtils"] -git-tree-sha1 = "e663925ebc3d93c1150a7570d114f9ea2f664726" -uuid = "b3c1a2ee-3fec-4384-bf48-272ea71de57c" -version = "0.5.4" - [[deps.IteratorInterfaceExtensions]] git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856" uuid = "82899510-4779-5014-852e-03e436cf321d" @@ -932,12 +914,6 @@ version = "0.16.5" SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf" SymEngine = "123dc426-2d89-5057-bbad-38513e3affd8" -[[deps.LatinHypercubeSampling]] -deps = ["Random", "StableRNGs", "StatsBase", "Test"] -git-tree-sha1 = "825289d43c753c7f1bf9bed334c253e9913997f8" -uuid = "a5e1c1ea-c99a-51d3-a14d-a9a37257b02d" -version = "1.9.0" - [[deps.LazyArtifacts]] deps = ["Artifacts", "Pkg"] uuid = "4af54fe1-eca0-43a8-85a7-787d91b784e3" @@ -1109,24 +1085,6 @@ git-tree-sha1 = "361c2692ee730944764945859f1a6b31072e275d" uuid = "eb30cadb-4394-5ae3-aed4-317e484a6458" version = "0.7.18" -[[deps.MLFlowClient]] -deps = ["Dates", "FilePathsBase", "HTTP", "JSON", "ShowCases", "URIs", "UUIDs"] -git-tree-sha1 = "9abb12b62debc27261c008daa13627255bf79967" -uuid = "64a0f543-368b-4a9a-827a-e71edb2a0b83" -version = "0.5.1" - -[[deps.MLJ]] -deps = ["CategoricalArrays", "ComputationalResources", "Distributed", "Distributions", "LinearAlgebra", "MLJBalancing", "MLJBase", "MLJEnsembles", "MLJFlow", "MLJIteration", "MLJModels", "MLJTuning", "OpenML", "Pkg", "ProgressMeter", "Random", "Reexport", "ScientificTypes", "StatisticalMeasures", "Statistics", "StatsBase", "Tables"] -git-tree-sha1 = "bd2072e9cd65be0a3cb841f3d8cda1d2cacfe5db" -uuid = "add582a8-e3ab-11e8-2d5e-e98b27df1bc7" -version = "0.20.5" - -[[deps.MLJBalancing]] -deps = ["MLJBase", "MLJModelInterface", "MLUtils", "OrderedCollections", "Random", "StatsBase"] -git-tree-sha1 = "f707a01a92d664479522313907c07afa5d81df19" -uuid = "45f359ea-796d-4f51-95a5-deb1a414c586" -version = "0.1.5" - [[deps.MLJBase]] deps = ["CategoricalArrays", "CategoricalDistributions", "ComputationalResources", "Dates", "DelimitedFiles", "Distributed", "Distributions", "InteractiveUtils", "InvertedIndices", "LearnAPI", "LinearAlgebra", "MLJModelInterface", "Missings", "OrderedCollections", "Parameters", "PrettyTables", "ProgressMeter", "Random", "RecipesBase", "Reexport", "ScientificTypes", "Serialization", "StatisticalMeasuresBase", "StatisticalTraits", "Statistics", "StatsBase", "Tables"] git-tree-sha1 = "6f45e12073bc2f2e73ed0473391db38c31e879c9" @@ -1143,24 +1101,6 @@ git-tree-sha1 = "90ef4d3b6cacec631c57cc034e1e61b4aa0ce511" uuid = "c6f25543-311c-4c74-83dc-3ea6d1015661" version = "0.4.2" -[[deps.MLJEnsembles]] -deps = ["CategoricalArrays", "CategoricalDistributions", "ComputationalResources", "Distributed", "Distributions", "MLJModelInterface", "ProgressMeter", "Random", "ScientificTypesBase", "StatisticalMeasuresBase", "StatsBase"] -git-tree-sha1 = "84a5be55a364bb6b6dc7780bbd64317ebdd3ad1e" -uuid = "50ed68f4-41fd-4504-931a-ed422449fee0" -version = "0.4.3" - -[[deps.MLJFlow]] -deps = ["MLFlowClient", "MLJBase", "MLJModelInterface"] -git-tree-sha1 = "508bff8071d7d1902d6f1b9d1e868d58821f1cfe" -uuid = "7b7b8358-b45c-48ea-a8ef-7ca328ad328f" -version = "0.5.0" - -[[deps.MLJIteration]] -deps = ["IterationControl", "MLJBase", "Random", "Serialization"] -git-tree-sha1 = "ad16cfd261e28204847f509d1221a581286448ae" -uuid = "614be32b-d00c-4edb-bd02-1eb411ab5e55" -version = "0.6.3" - [[deps.MLJModelInterface]] deps = ["Random", "ScientificTypesBase", "StatisticalTraits"] git-tree-sha1 = "ceaff6618408d0e412619321ae43b33b40c1a733" @@ -1173,11 +1113,11 @@ git-tree-sha1 = "410da88e0e6ece5467293d2c76b51b7c6df7d072" uuid = "d491faf4-2d78-11e9-2867-c94bc002c0b7" version = "0.16.17" -[[deps.MLJTuning]] -deps = ["ComputationalResources", "Distributed", "Distributions", "LatinHypercubeSampling", "MLJBase", "ProgressMeter", "Random", "RecipesBase", "StatisticalMeasuresBase"] -git-tree-sha1 = "38aab60b1274ce7d6da784808e3be69e585dbbf6" -uuid = "03970b2e-30c4-11ea-3135-d1576263f10f" -version = "0.8.8" +[[deps.MLJTestInterface]] +deps = ["MLJBase", "Pkg", "Test"] +git-tree-sha1 = "f72bad656f93179b31c8bdcab15ccd2091e7da3c" +uuid = "72560011-54dd-4dc2-94f3-c5de45b75ecd" +version = "0.2.6" [[deps.MLStyle]] git-tree-sha1 = "bc38dff0548128765760c79eb7388a4b37fae2c8" @@ -1351,12 +1291,6 @@ deps = ["Artifacts", "Libdl"] uuid = "05823500-19ac-5b8b-9628-191a04bc5112" version = "0.8.1+2" -[[deps.OpenML]] -deps = ["ARFFFiles", "HTTP", "JSON", "Markdown", "Pkg", "Scratch"] -git-tree-sha1 = "6efb039ae888699d5a74fb593f6f3e10c7193e33" -uuid = "8b6db2d4-7670-4922-a472-f9537c81ab66" -version = "0.3.1" - [[deps.OpenMPI_jll]] deps = ["Artifacts", "CompilerSupportLibraries_jll", "Hwloc_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "MPIPreferences", "TOML", "Zlib_jll"] git-tree-sha1 = "bfce6d523861a6c562721b262c0d1aaeead2647f" @@ -2303,7 +2237,7 @@ version = "0.15.2+0" [[deps.libblastrampoline_jll]] deps = ["Artifacts", "Libdl"] uuid = "8e850b90-86db-534c-a0d3-1478176c7d93" -version = "5.11.0+0" +version = "5.8.0+1" [[deps.libdecor_jll]] deps = ["Artifacts", "Dbus_jll", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pango_jll", "Wayland_jll", "xkbcommon_jll"] diff --git a/test/Project.toml b/test/Project.toml index aa0bf7d..780abdf 100644 --- a/test/Project.toml +++ b/test/Project.toml @@ -7,14 +7,15 @@ Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f" Flux = "587475ba-b771-5e3f-ad9e-33799f191a9c" JSON = "682c06a0-de6a-54ab-a142-c8b1cf79cde6" LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" -MLJ = "add582a8-e3ab-11e8-2d5e-e98b27df1bc7" MLJBase = "a7f614a8-145f-11e9-1d2a-a57a1082229d" MLJModelInterface = "e80e1ace-859a-464e-9ed9-23947d8ae3ea" +MLJTestInterface = "72560011-54dd-4dc2-94f3-c5de45b75ecd" MLUtils = "f1d291b0-491e-4a28-83b9-f70985020b54" Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80" Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c" Serialization = "9e88b42a-f829-5b0c-bbe9-9e923198166b" StableRNGs = "860ef19b-820b-49d6-a774-d7a799459cd3" +StatisticalMeasures = "a19d573c-0a75-4610-95b3-7071388c7541" Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2" TaijaData = "9d524318-b4e6-4a65-86d2-b2b72d07866c" Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40" diff --git a/test/direct_mlj_interface.jl b/test/direct_mlj_interface.jl index 8f2b043..6a0d642 100644 --- a/test/direct_mlj_interface.jl +++ b/test/direct_mlj_interface.jl @@ -1,10 +1,11 @@ using Random: Random import Random.seed! using MLJBase: MLJBase, categorical -using MLJ: MLJ +import StatisticalMeasures as SM using Flux using StableRNGs import LaplaceRedux: LaplaceClassifier, LaplaceRegressor +import MLJTestInterface cv = MLJBase.CV(; nfolds=3) @@ -14,9 +15,9 @@ cv = MLJBase.CV(; nfolds=3) model = LaplaceRegressor(; model=flux_model, epochs=20) #testing more complex dataset - X, y = MLJ.make_regression(100, 4; noise=0.5, sparse=0.2, outliers=0.1) + X, y = MLJBase.make_regression(100, 4; noise=0.5, sparse=0.2, outliers=0.1) #train, test = partition(eachindex(y), 0.7); # 70:30 split - mach = MLJ.machine(model, X, y) + mach = MLJBase.machine(model, X, y) MLJBase.fit!(mach; verbosity=0) yhat = MLJBase.predict(mach, X) # probabilistic predictions MLJBase.predict_mode(mach, X) # point predictions @@ -29,7 +30,7 @@ cv = MLJBase.CV(; nfolds=3) model.fit_prior_nsteps = 200 #changing LaplaceRedux fit steps MLJBase.fit!(mach; verbosity=0) #testing update function (the laplace part) yhat = MLJBase.predict(mach, X) # probabilistic predictions - MLJ.evaluate!(mach; resampling=cv, measure=MLJ.log_loss, verbosity=0) + MLJBase.evaluate!(mach; resampling=cv, measure=SM.log_loss, verbosity=0) # Define a different model flux_model_two = Chain(Dense(4, 6, relu), Dense(6, 1)) @@ -43,7 +44,7 @@ cv = MLJBase.CV(; nfolds=3) #testing default mlp builder model = LaplaceRegressor(; model=nothing, epochs=20) - mach = MLJ.machine(model, X, y) + mach = MLJBase.machine(model, X, y) MLJBase.fit!(mach; verbosity=1) yhat = MLJBase.predict(mach, X) # probabilistic predictions MLJBase.predict_mode(mach, X) # point predictions @@ -53,12 +54,33 @@ cv = MLJBase.CV(; nfolds=3) MLJBase.fit!(mach; verbosity=1) #testing update function #testing dataset_shape for one dimensional function - X, y = MLJ.make_regression(100, 1; noise=0.5, sparse=0.2, outliers=0.1) + X, y = MLJBase.make_regression(100, 1; noise=0.5, sparse=0.2, outliers=0.1) model = LaplaceRegressor(; model=nothing, epochs=20) - mach = MLJ.machine(model, X, y) + mach = MLJBase.machine(model, X, y) MLJBase.fit!(mach; verbosity=0) - + # applying generic interface tests from MLJTestInterface.jl + Xraw, y = MLJTestInterface.make_regression() + X = MLJBase.table(Float32.(MLJBase.matrix(Xraw))) + y = Float32.(y) + X1 = MLJBase.Tables.columntable(X) + X2 = MLJBase.Tables.rowtable(X) + datasets = [(X1, y), (X2, y)] + @testset "LaplaceClassifier generic mlj interface tests" begin + for data in datasets + failures, summary = @test_logs( + (:warn,), + MLJTestInterface.test( + [LaplaceRegressor,], + data...; + mod=@__MODULE__, + verbosity=1, # bump to debug + throw=true, # set to true to debug + ), + ) + @test isempty(failures) + end + end end @@ -69,8 +91,8 @@ end model = LaplaceClassifier(; model=flux_model, epochs=20) - X, y = MLJ.@load_iris - mach = MLJ.machine(model, X, y) + X, y = MLJBase.@load_iris + mach = MLJBase.machine(model, X, y) MLJBase.fit!(mach; verbosity=0) Xnew = ( sepal_length=[6.4, 7.2, 7.4], @@ -89,7 +111,7 @@ end MLJBase.fit!(mach; verbosity=0) #testing update function model.fit_prior_nsteps = 200 #changing LaplaceRedux fit steps MLJBase.fit!(mach; verbosity=0) #testing update function (the laplace part) - MLJ.evaluate!(mach; resampling=cv, measure=MLJ.brier_loss, verbosity=0) + MLJBase.evaluate!(mach; resampling=cv, measure=SM.brier_loss, verbosity=0) # Define a different model flux_model_two = Chain(Dense(4, 6, relu), Dense(6, 3)) @@ -97,4 +119,27 @@ end model.model = flux_model_two MLJBase.fit!(mach; verbosity=0) + + # applying generic interface tests from MLJTestInterface.jl + Xraw, y = MLJTestInterface.make_multiclass() + X = MLJBase.table(Float32.(MLJBase.matrix(Xraw))) + X1 = MLJBase.Tables.columntable(X) + X2 = MLJBase.Tables.rowtable(X) + datasets = [(X1, y), (X2, y)] + @testset "LaplaceClassifier generic mlj interface tests" begin + for data in datasets + failures, summary = @test_logs( + (:warn,), + MLJTestInterface.test( + [LaplaceClassifier,], + data...; + mod=@__MODULE__, + verbosity=1, # bump to debug + throw=true, # set to true to debug + ), + ) + @test isempty(failures) + end + end + end From 74320473c669ca360fe65b24ee240784bcf43b56 Mon Sep 17 00:00:00 2001 From: pasquale caterino <343guiltyspark@outlook.it> Date: Thu, 14 Nov 2024 21:15:41 +0100 Subject: [PATCH 2/2] Delete test/Manifest.toml as title. --- test/Manifest.toml | 2310 -------------------------------------------- 1 file changed, 2310 deletions(-) delete mode 100644 test/Manifest.toml diff --git a/test/Manifest.toml b/test/Manifest.toml deleted file mode 100644 index a443bcf..0000000 --- a/test/Manifest.toml +++ /dev/null @@ -1,2310 +0,0 @@ -# This file is machine-generated - editing it directly is not advised - -julia_version = "1.10.3" -manifest_format = "2.0" -project_hash = "126d38d1feb67d69f6da4d18ded8802bfbff90a9" - -[[deps.AbstractFFTs]] -deps = ["LinearAlgebra"] -git-tree-sha1 = "d92ad398961a3ed262d8bf04a1a2b8340f915fef" -uuid = "621f4979-c628-5d54-868e-fcf4e3e8185c" -version = "1.5.0" -weakdeps = ["ChainRulesCore", "Test"] - - [deps.AbstractFFTs.extensions] - AbstractFFTsChainRulesCoreExt = "ChainRulesCore" - AbstractFFTsTestExt = "Test" - -[[deps.AbstractTrees]] -git-tree-sha1 = "2d9c9a55f9c93e8887ad391fbae72f8ef55e1177" -uuid = "1520ce14-60c1-5f80-bbc7-55ef81b5835c" -version = "0.4.5" - -[[deps.Accessors]] -deps = ["CompositionsBase", "ConstructionBase", "InverseFunctions", "LinearAlgebra", "MacroTools", "Markdown"] -git-tree-sha1 = "b392ede862e506d451fc1616e79aa6f4c673dab8" -uuid = "7d9f7c33-5ae7-4f3b-8dc6-eff91059b697" -version = "0.1.38" - - [deps.Accessors.extensions] - AccessorsAxisKeysExt = "AxisKeys" - AccessorsDatesExt = "Dates" - AccessorsIntervalSetsExt = "IntervalSets" - AccessorsStaticArraysExt = "StaticArrays" - AccessorsStructArraysExt = "StructArrays" - AccessorsTestExt = "Test" - AccessorsUnitfulExt = "Unitful" - - [deps.Accessors.weakdeps] - AxisKeys = "94b1ba4f-4ee9-5380-92f1-94cde586c3c5" - Dates = "ade2ca70-3891-5945-98fb-dc099432e06a" - IntervalSets = "8197267c-284f-5f27-9208-e0e47529a953" - Requires = "ae029012-a4dd-5104-9daa-d747884805df" - StaticArrays = "90137ffa-7385-5640-81b9-e52037218182" - StructArrays = "09ab397b-f2b6-538f-b94a-2f83cf4a842a" - Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40" - Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d" - -[[deps.Adapt]] -deps = ["LinearAlgebra", "Requires"] -git-tree-sha1 = "d80af0733c99ea80575f612813fa6aa71022d33a" -uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e" -version = "4.1.0" -weakdeps = ["StaticArrays"] - - [deps.Adapt.extensions] - AdaptStaticArraysExt = "StaticArrays" - -[[deps.AliasTables]] -deps = ["PtrArrays", "Random"] -git-tree-sha1 = "9876e1e164b144ca45e9e3198d0b689cadfed9ff" -uuid = "66dad0bd-aa9a-41b7-9441-69ab47430ed8" -version = "1.1.3" - -[[deps.Aqua]] -deps = ["Compat", "Pkg", "Test"] -git-tree-sha1 = "49b1d7a9870c87ba13dc63f8ccfcf578cb266f95" -uuid = "4c88cf16-eb10-579e-8560-4a9242c79595" -version = "0.8.9" - -[[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.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.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.AtomsBase]] -deps = ["LinearAlgebra", "PeriodicTable", "Printf", "Requires", "StaticArrays", "Unitful", "UnitfulAtomic"] -git-tree-sha1 = "995c2b6b17840cd87b722ce9c6cdd72f47bab545" -uuid = "a963bdd2-2df7-4f54-a1ee-49d51e6be12a" -version = "0.3.5" - -[[deps.BFloat16s]] -deps = ["LinearAlgebra", "Printf", "Random", "Test"] -git-tree-sha1 = "2c7cc21e8678eff479978a0a2ef5ce2f51b63dff" -uuid = "ab4f0b2a-ad5b-11e8-123f-65d77653426b" -version = "0.5.0" - -[[deps.BangBang]] -deps = ["Accessors", "ConstructionBase", "InitialValues", "LinearAlgebra", "Requires"] -git-tree-sha1 = "e2144b631226d9eeab2d746ca8880b7ccff504ae" -uuid = "198e06fe-97b7-11e9-32a5-e1d131e6ad66" -version = "0.4.3" - - [deps.BangBang.extensions] - BangBangChainRulesCoreExt = "ChainRulesCore" - BangBangDataFramesExt = "DataFrames" - BangBangStaticArraysExt = "StaticArrays" - BangBangStructArraysExt = "StructArrays" - BangBangTablesExt = "Tables" - BangBangTypedTablesExt = "TypedTables" - - [deps.BangBang.weakdeps] - ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" - DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" - StaticArrays = "90137ffa-7385-5640-81b9-e52037218182" - StructArrays = "09ab397b-f2b6-538f-b94a-2f83cf4a842a" - Tables = "bd369af6-aec1-5ad0-b16a-f7cc5008161c" - TypedTables = "9d95f2ec-7b3d-5a63-8d20-e2491e220bb9" - -[[deps.Base64]] -uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f" - -[[deps.Baselet]] -git-tree-sha1 = "aebf55e6d7795e02ca500a689d326ac979aaf89e" -uuid = "9718e550-a3fa-408a-8086-8db961cd8217" -version = "0.1.1" - -[[deps.BitFlags]] -git-tree-sha1 = "0691e34b3bb8be9307330f88d1a3c3f25466c24d" -uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35" -version = "0.1.9" - -[[deps.BufferedStreams]] -git-tree-sha1 = "6863c5b7fc997eadcabdbaf6c5f201dc30032643" -uuid = "e1450e63-4bb3-523b-b2a4-4ffa8c0fd77d" -version = "1.2.2" - -[[deps.Bzip2_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] -git-tree-sha1 = "8873e196c2eb87962a2048b3b8e08946535864a1" -uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0" -version = "1.0.8+2" - -[[deps.CEnum]] -git-tree-sha1 = "389ad5c84de1ae7cf0e28e381131c98ea87d54fc" -uuid = "fa961155-64e5-5f13-b03f-caf6b980ea82" -version = "0.5.0" - -[[deps.CSV]] -deps = ["CodecZlib", "Dates", "FilePathsBase", "InlineStrings", "Mmap", "Parsers", "PooledArrays", "PrecompileTools", "SentinelArrays", "Tables", "Unicode", "WeakRefStrings", "WorkerUtilities"] -git-tree-sha1 = "deddd8725e5e1cc49ee205a1964256043720a6c3" -uuid = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b" -version = "0.10.15" - -[[deps.Cairo_jll]] -deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"] -git-tree-sha1 = "009060c9a6168704143100f36ab08f06c2af4642" -uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a" -version = "1.18.2+1" - -[[deps.CategoricalArrays]] -deps = ["DataAPI", "Future", "Missings", "Printf", "Requires", "Statistics", "Unicode"] -git-tree-sha1 = "1568b28f91293458345dabba6a5ea3f183250a61" -uuid = "324d7699-5711-5eae-9e2f-1d82baa6b597" -version = "0.10.8" -weakdeps = ["JSON", "RecipesBase", "SentinelArrays", "StructTypes"] - - [deps.CategoricalArrays.extensions] - CategoricalArraysJSONExt = "JSON" - CategoricalArraysRecipesBaseExt = "RecipesBase" - CategoricalArraysSentinelArraysExt = "SentinelArrays" - CategoricalArraysStructTypesExt = "StructTypes" - -[[deps.CategoricalDistributions]] -deps = ["CategoricalArrays", "Distributions", "Missings", "OrderedCollections", "Random", "ScientificTypes"] -git-tree-sha1 = "926862f549a82d6c3a7145bc7f1adff2a91a39f0" -uuid = "af321ab8-2d2e-40a6-b165-3d674595d28e" -version = "0.1.15" - - [deps.CategoricalDistributions.extensions] - UnivariateFiniteDisplayExt = "UnicodePlots" - - [deps.CategoricalDistributions.weakdeps] - UnicodePlots = "b8865327-cd53-5732-bb35-84acbb429228" - -[[deps.ChainRules]] -deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"] -git-tree-sha1 = "be227d253d132a6d57f9ccf5f67c0fb6488afd87" -uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2" -version = "1.71.0" - -[[deps.ChainRulesCore]] -deps = ["Compat", "LinearAlgebra"] -git-tree-sha1 = "3e4b134270b372f2ed4d4d0e936aabaefc1802bc" -uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" -version = "1.25.0" -weakdeps = ["SparseArrays"] - - [deps.ChainRulesCore.extensions] - ChainRulesCoreSparseArraysExt = "SparseArrays" - -[[deps.Chemfiles]] -deps = ["AtomsBase", "Chemfiles_jll", "DocStringExtensions", "PeriodicTable", "Unitful", "UnitfulAtomic"] -git-tree-sha1 = "82fe5e341c793cb51149d993307da9543824b206" -uuid = "46823bd8-5fb3-5f92-9aa0-96921f3dd015" -version = "0.10.41" - -[[deps.Chemfiles_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "f3743181e30d87c23d9c8ebd493b77f43d8f1890" -uuid = "78a364fa-1a3c-552a-b4bb-8fa0f9c1fcca" -version = "0.10.4+0" - -[[deps.CodecZlib]] -deps = ["TranscodingStreams", "Zlib_jll"] -git-tree-sha1 = "bce6804e5e6044c6daab27bb533d1295e4a2e759" -uuid = "944b1d66-785c-5afd-91f1-9de20f533193" -version = "0.7.6" - -[[deps.ColorSchemes]] -deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"] -git-tree-sha1 = "13951eb68769ad1cd460cdb2e64e5e95f1bf123d" -uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4" -version = "3.27.0" - -[[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.CommonSubexpressions]] -deps = ["MacroTools"] -git-tree-sha1 = "cda2cfaebb4be89c9084adaca7dd7333369715c5" -uuid = "bbf7d656-a473-5ed7-a52c-81e309532950" -version = "0.3.1" - -[[deps.Compat]] -deps = ["TOML", "UUIDs"] -git-tree-sha1 = "8ae8d32e09f0dcf42a36b90d4e17f5dd2e4c4215" -uuid = "34da2185-b29b-5c13-b0c7-acf172513d20" -version = "4.16.0" -weakdeps = ["Dates", "LinearAlgebra"] - - [deps.Compat.extensions] - CompatLinearAlgebraExt = "LinearAlgebra" - -[[deps.CompilerSupportLibraries_jll]] -deps = ["Artifacts", "Libdl"] -uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae" -version = "1.1.1+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.ComputationalResources]] -git-tree-sha1 = "52cb3ec90e8a8bea0e62e275ba577ad0f74821f7" -uuid = "ed09eef8-17a6-5b46-8889-db040fac31e3" -version = "0.3.2" - -[[deps.ConcurrentUtilities]] -deps = ["Serialization", "Sockets"] -git-tree-sha1 = "ea32b83ca4fefa1768dc84e504cc0a94fb1ab8d1" -uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb" -version = "2.4.2" - -[[deps.ConstructionBase]] -git-tree-sha1 = "76219f1ed5771adbb096743bff43fb5fdd4c1157" -uuid = "187b0558-2788-49d3-abe0-74a17ed4e7c9" -version = "1.5.8" - - [deps.ConstructionBase.extensions] - ConstructionBaseIntervalSetsExt = "IntervalSets" - ConstructionBaseLinearAlgebraExt = "LinearAlgebra" - ConstructionBaseStaticArraysExt = "StaticArrays" - - [deps.ConstructionBase.weakdeps] - IntervalSets = "8197267c-284f-5f27-9208-e0e47529a953" - LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" - StaticArrays = "90137ffa-7385-5640-81b9-e52037218182" - -[[deps.ContextVariablesX]] -deps = ["Compat", "Logging", "UUIDs"] -git-tree-sha1 = "25cc3803f1030ab855e383129dcd3dc294e322cc" -uuid = "6add18c4-b38d-439d-96f6-d6bc489c04c5" -version = "0.1.3" - -[[deps.Contour]] -git-tree-sha1 = "439e35b0b36e2e5881738abc8857bd92ad6ff9a8" -uuid = "d38c429a-6771-53c6-b99e-75d170b6e991" -version = "0.6.3" - -[[deps.CounterfactualExplanations]] -deps = ["CategoricalArrays", "ChainRulesCore", "DataFrames", "Distributions", "Flux", "LazyArtifacts", "LinearAlgebra", "Logging", "MLJBase", "MLJDecisionTreeInterface", "MLUtils", "MultivariateStats", "PackageExtensionCompat", "ProgressMeter", "Random", "Serialization", "Statistics", "StatsBase", "Tables", "TaijaBase", "UUIDs"] -git-tree-sha1 = "8a68385b6852e9357889aea661536059bc8b6158" -uuid = "2f13d31b-18db-44c1-bc43-ebaf2cff0be0" -version = "1.1.6" - - [deps.CounterfactualExplanations.extensions] - DecisionTreeExt = "DecisionTree" - LaplaceReduxExt = "LaplaceRedux" - NeuroTreeExt = "NeuroTreeModels" - - [deps.CounterfactualExplanations.weakdeps] - DecisionTree = "7806a523-6efd-50cb-b5f6-3fa6f1930dbb" - LaplaceRedux = "c52c1a26-f7c5-402b-80be-ba1e638ad478" - NeuroTreeModels = "1db4e0a5-a364-4b0c-897c-2bd5a4a3a1f2" - -[[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.DataDeps]] -deps = ["HTTP", "Libdl", "Reexport", "SHA", "Scratch", "p7zip_jll"] -git-tree-sha1 = "8ae085b71c462c2cb1cfedcb10c3c877ec6cf03f" -uuid = "124859b0-ceae-595e-8997-d05f6a7a8dfe" -version = "0.7.13" - -[[deps.DataFrames]] -deps = ["Compat", "DataAPI", "DataStructures", "Future", "InlineStrings", "InvertedIndices", "IteratorInterfaceExtensions", "LinearAlgebra", "Markdown", "Missings", "PooledArrays", "PrecompileTools", "PrettyTables", "Printf", "Random", "Reexport", "SentinelArrays", "SortingAlgorithms", "Statistics", "TableTraits", "Tables", "Unicode"] -git-tree-sha1 = "fb61b4812c49343d7ef0b533ba982c46021938a6" -uuid = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" -version = "1.7.0" - -[[deps.DataStructures]] -deps = ["Compat", "InteractiveUtils", "OrderedCollections"] -git-tree-sha1 = "1d0a14036acb104d9e89698bd408f63ab58cdc82" -uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8" -version = "0.18.20" - -[[deps.DataValueInterfaces]] -git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6" -uuid = "e2d170a0-9d28-54be-80f0-106bbe20a464" -version = "1.0.0" - -[[deps.Dates]] -deps = ["Printf"] -uuid = "ade2ca70-3891-5945-98fb-dc099432e06a" - -[[deps.Dbus_jll]] -deps = ["Artifacts", "Expat_jll", "JLLWrappers", "Libdl"] -git-tree-sha1 = "fc173b380865f70627d7dd1190dc2fce6cc105af" -uuid = "ee1fde0b-3d02-5ea6-8484-8dfef6360eab" -version = "1.14.10+0" - -[[deps.DecisionTree]] -deps = ["AbstractTrees", "DelimitedFiles", "LinearAlgebra", "Random", "ScikitLearnBase", "Statistics"] -git-tree-sha1 = "526ca14aaaf2d5a0e242f3a8a7966eb9065d7d78" -uuid = "7806a523-6efd-50cb-b5f6-3fa6f1930dbb" -version = "0.12.4" - -[[deps.DefineSingletons]] -git-tree-sha1 = "0fba8b706d0178b4dc7fd44a96a92382c9065c2c" -uuid = "244e2a9f-e319-4986-a169-4d1fe445cd52" -version = "0.1.2" - -[[deps.DelimitedFiles]] -deps = ["Mmap"] -git-tree-sha1 = "9e2f36d3c96a820c678f2f1f1782582fcf685bae" -uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab" -version = "1.9.1" - -[[deps.DiffResults]] -deps = ["StaticArraysCore"] -git-tree-sha1 = "782dd5f4561f5d267313f23853baaaa4c52ea621" -uuid = "163ba53b-c6d8-5494-b064-1a9d43ac40c5" -version = "1.1.0" - -[[deps.DiffRules]] -deps = ["IrrationalConstants", "LogExpFunctions", "NaNMath", "Random", "SpecialFunctions"] -git-tree-sha1 = "23163d55f885173722d1e4cf0f6110cdbaf7e272" -uuid = "b552c78f-8df3-52c6-915a-8e097449b14b" -version = "1.15.1" - -[[deps.Distances]] -deps = ["LinearAlgebra", "Statistics", "StatsAPI"] -git-tree-sha1 = "c7e3a542b999843086e2f29dac96a618c105be1d" -uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7" -version = "0.10.12" -weakdeps = ["ChainRulesCore", "SparseArrays"] - - [deps.Distances.extensions] - DistancesChainRulesCoreExt = "ChainRulesCore" - DistancesSparseArraysExt = "SparseArrays" - -[[deps.Distributed]] -deps = ["Random", "Serialization", "Sockets"] -uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b" - -[[deps.Distributions]] -deps = ["AliasTables", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"] -git-tree-sha1 = "d7477ecdafb813ddee2ae727afa94e9dcb5f3fb0" -uuid = "31c24e10-a181-5473-b8eb-7969acd0382f" -version = "0.25.112" - - [deps.Distributions.extensions] - DistributionsChainRulesCoreExt = "ChainRulesCore" - DistributionsDensityInterfaceExt = "DensityInterface" - DistributionsTestExt = "Test" - - [deps.Distributions.weakdeps] - ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" - DensityInterface = "b429d917-457f-4dbc-8f4c-0cc954292b1d" - Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40" - -[[deps.DocStringExtensions]] -deps = ["LibGit2"] -git-tree-sha1 = "2fb1e02f2b635d0845df5d7c167fec4dd739b00d" -uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae" -version = "0.9.3" - -[[deps.Downloads]] -deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"] -uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6" -version = "1.6.0" - -[[deps.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.FFMPEG]] -deps = ["FFMPEG_jll"] -git-tree-sha1 = "53ebe7511fa11d33bec688a9178fac4e49eeee00" -uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a" -version = "0.4.2" - -[[deps.FFMPEG_jll]] -deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"] -git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e" -uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5" -version = "4.4.4+1" - -[[deps.FLoops]] -deps = ["BangBang", "Compat", "FLoopsBase", "InitialValues", "JuliaVariables", "MLStyle", "Serialization", "Setfield", "Transducers"] -git-tree-sha1 = "0a2e5873e9a5f54abb06418d57a8df689336a660" -uuid = "cc61a311-1640-44b5-9fba-1b764f453329" -version = "0.2.2" - -[[deps.FLoopsBase]] -deps = ["ContextVariablesX"] -git-tree-sha1 = "656f7a6859be8673bf1f35da5670246b923964f7" -uuid = "b9860ae5-e623-471e-878b-f6a53c775ea6" -version = "0.1.1" - -[[deps.FileIO]] -deps = ["Pkg", "Requires", "UUIDs"] -git-tree-sha1 = "62ca0547a14c57e98154423419d8a342dca75ca9" -uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549" -version = "1.16.4" - -[[deps.FilePathsBase]] -deps = ["Compat", "Dates"] -git-tree-sha1 = "7878ff7172a8e6beedd1dea14bd27c3c6340d361" -uuid = "48062228-2e41-5def-b9a4-89aafe57970f" -version = "0.9.22" -weakdeps = ["Mmap", "Test"] - - [deps.FilePathsBase.extensions] - FilePathsBaseMmapExt = "Mmap" - FilePathsBaseTestExt = "Test" - -[[deps.FileWatching]] -uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee" - -[[deps.FillArrays]] -deps = ["LinearAlgebra"] -git-tree-sha1 = "6a70198746448456524cb442b8af316927ff3e1a" -uuid = "1a297f60-69ca-5386-bcde-b61e274b549b" -version = "1.13.0" -weakdeps = ["PDMats", "SparseArrays", "Statistics"] - - [deps.FillArrays.extensions] - FillArraysPDMatsExt = "PDMats" - FillArraysSparseArraysExt = "SparseArrays" - FillArraysStatisticsExt = "Statistics" - -[[deps.FixedPointNumbers]] -deps = ["Statistics"] -git-tree-sha1 = "05882d6995ae5c12bb5f36dd2ed3f61c98cbb172" -uuid = "53c48c17-4a7d-5ca2-90c5-79b7896eea93" -version = "0.8.5" - -[[deps.Flux]] -deps = ["Adapt", "ChainRulesCore", "Compat", "Functors", "LinearAlgebra", "MLDataDevices", "MLUtils", "MacroTools", "NNlib", "OneHotArrays", "Optimisers", "Preferences", "ProgressLogging", "Random", "Reexport", "Setfield", "SparseArrays", "SpecialFunctions", "Statistics", "Zygote"] -git-tree-sha1 = "b78bd94ef1588881983bd6b8b860b2c27293140a" -uuid = "587475ba-b771-5e3f-ad9e-33799f191a9c" -version = "0.14.23" - - [deps.Flux.extensions] - FluxAMDGPUExt = "AMDGPU" - FluxCUDAExt = "CUDA" - FluxCUDAcuDNNExt = ["CUDA", "cuDNN"] - FluxEnzymeExt = "Enzyme" - FluxMPIExt = "MPI" - FluxMPINCCLExt = ["CUDA", "MPI", "NCCL"] - - [deps.Flux.weakdeps] - AMDGPU = "21141c5a-9bdb-4563-92ae-f87d6854732e" - CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba" - Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9" - MPI = "da04e1cc-30fd-572f-bb4f-1f8673147195" - NCCL = "3fe64909-d7a1-4096-9b7d-7a0f12cf0f6b" - cuDNN = "02a925ec-e4fe-4b08-9a7e-0d78e3d38ccd" - -[[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.Functors]] -deps = ["LinearAlgebra"] -git-tree-sha1 = "64d8e93700c7a3f28f717d265382d52fac9fa1c1" -uuid = "d9f16b24-f501-4c13-a1f2-28368ffc5196" -version = "0.4.12" - -[[deps.Future]] -deps = ["Random"] -uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820" - -[[deps.GLFW_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll", "libdecor_jll", "xkbcommon_jll"] -git-tree-sha1 = "532f9126ad901533af1d4f5c198867227a7bb077" -uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89" -version = "3.4.0+1" - -[[deps.GPUArrays]] -deps = ["Adapt", "GPUArraysCore", "LLVM", "LinearAlgebra", "Printf", "Random", "Reexport", "Serialization", "Statistics"] -git-tree-sha1 = "62ee71528cca49be797076a76bdc654a170a523e" -uuid = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7" -version = "10.3.1" - -[[deps.GPUArraysCore]] -deps = ["Adapt"] -git-tree-sha1 = "ec632f177c0d990e64d955ccc1b8c04c485a0950" -uuid = "46192b85-c4d5-4398-a991-12ede77f4527" -version = "0.1.6" - -[[deps.GR]] -deps = ["Artifacts", "Base64", "DelimitedFiles", "Downloads", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Preferences", "Printf", "Qt6Wayland_jll", "Random", "Serialization", "Sockets", "TOML", "Tar", "Test", "p7zip_jll"] -git-tree-sha1 = "ee28ddcd5517d54e417182fec3886e7412d3926f" -uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71" -version = "0.73.8" - -[[deps.GR_jll]] -deps = ["Artifacts", "Bzip2_jll", "Cairo_jll", "FFMPEG_jll", "Fontconfig_jll", "FreeType2_jll", "GLFW_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pixman_jll", "Qt6Base_jll", "Zlib_jll", "libpng_jll"] -git-tree-sha1 = "f31929b9e67066bee48eec8b03c0df47d31a74b3" -uuid = "d2c73de3-f751-5644-a686-071e5b155ba9" -version = "0.73.8+0" - -[[deps.GZip]] -deps = ["Libdl", "Zlib_jll"] -git-tree-sha1 = "0085ccd5ec327c077ec5b91a5f937b759810ba62" -uuid = "92fee26a-97fe-5a0c-ad85-20a5f3185b63" -version = "0.6.2" - -[[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 = "674ff0db93fffcd11a3573986e550d66cd4fd71f" -uuid = "7746bdde-850d-59dc-9ae8-88ece973131d" -version = "2.80.5+0" - -[[deps.Glob]] -git-tree-sha1 = "97285bbd5230dd766e9ef6749b80fc617126d496" -uuid = "c27321d9-0574-5035-807b-f59d2c89b15c" -version = "1.3.1" - -[[deps.Graphite2_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] -git-tree-sha1 = "344bf40dcab1073aca04aa0df4fb092f920e4011" -uuid = "3b182d85-2403-5c21-9c21-1e1f0cc25472" -version = "1.3.14+0" - -[[deps.Grisu]] -git-tree-sha1 = "53bb909d1151e57e2484c3d1b53e19552b887fb2" -uuid = "42e2da0e-8278-4e71-bc24-59509adca0fe" -version = "1.0.2" - -[[deps.HDF5]] -deps = ["Compat", "HDF5_jll", "Libdl", "MPIPreferences", "Mmap", "Preferences", "Printf", "Random", "Requires", "UUIDs"] -git-tree-sha1 = "e856eef26cf5bf2b0f95f8f4fc37553c72c8641c" -uuid = "f67ccb44-e63f-5c2f-98bd-6dc0ccc4ba2f" -version = "0.17.2" - - [deps.HDF5.extensions] - MPIExt = "MPI" - - [deps.HDF5.weakdeps] - MPI = "da04e1cc-30fd-572f-bb4f-1f8673147195" - -[[deps.HDF5_jll]] -deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LLVMOpenMP_jll", "LazyArtifacts", "LibCURL_jll", "Libdl", "MPICH_jll", "MPIPreferences", "MPItrampoline_jll", "MicrosoftMPI_jll", "OpenMPI_jll", "OpenSSL_jll", "TOML", "Zlib_jll", "libaec_jll"] -git-tree-sha1 = "38c8874692d48d5440d5752d6c74b0c6b0b60739" -uuid = "0234f1f7-429e-5d53-9886-15a909be8d59" -version = "1.14.2+1" - -[[deps.HTTP]] -deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"] -git-tree-sha1 = "bc3f416a965ae61968c20d0ad867556367f2817d" -uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3" -version = "1.10.9" - -[[deps.HarfBuzz_jll]] -deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll"] -git-tree-sha1 = "401e4f3f30f43af2c8478fc008da50096ea5240f" -uuid = "2e76f6c2-a576-52d4-95c1-20adfe4de566" -version = "8.3.1+0" - -[[deps.Hwloc_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "dd3b49277ec2bb2c6b94eb1604d4d0616016f7a6" -uuid = "e33a78d0-f292-5ffc-b300-72abe9b543c8" -version = "2.11.2+0" - -[[deps.HypergeometricFunctions]] -deps = ["LinearAlgebra", "OpenLibm_jll", "SpecialFunctions"] -git-tree-sha1 = "7c4195be1649ae622304031ed46a2f4df989f1eb" -uuid = "34004b35-14d8-5ef3-9330-4cdb6864b03a" -version = "0.3.24" - -[[deps.IRTools]] -deps = ["InteractiveUtils", "MacroTools"] -git-tree-sha1 = "950c3717af761bc3ff906c2e8e52bd83390b6ec2" -uuid = "7869d1d1-7146-5819-86e3-90919afe41df" -version = "0.4.14" - -[[deps.ImageBase]] -deps = ["ImageCore", "Reexport"] -git-tree-sha1 = "eb49b82c172811fd2c86759fa0553a2221feb909" -uuid = "c817782e-172a-44cc-b673-b171935fbb9e" -version = "0.1.7" - -[[deps.ImageCore]] -deps = ["ColorVectorSpace", "Colors", "FixedPointNumbers", "MappedArrays", "MosaicViews", "OffsetArrays", "PaddedViews", "PrecompileTools", "Reexport"] -git-tree-sha1 = "b2a7eaa169c13f5bcae8131a83bc30eff8f71be0" -uuid = "a09fc81d-aa75-5fe9-8630-4744c3626534" -version = "0.10.2" - -[[deps.ImageShow]] -deps = ["Base64", "ColorSchemes", "FileIO", "ImageBase", "ImageCore", "OffsetArrays", "StackViews"] -git-tree-sha1 = "3b5344bcdbdc11ad58f3b1956709b5b9345355de" -uuid = "4e3cecfd-b093-5904-9786-8bbb286a6a31" -version = "0.3.8" - -[[deps.InitialValues]] -git-tree-sha1 = "4da0f88e9a39111c2fa3add390ab15f3a44f3ca3" -uuid = "22cec73e-a1b8-11e9-2c92-598750a2cf9c" -version = "0.3.1" - -[[deps.InlineStrings]] -git-tree-sha1 = "45521d31238e87ee9f9732561bfee12d4eebd52d" -uuid = "842dd82b-1e85-43dc-bf29-5d0ee9dffc48" -version = "1.4.2" - - [deps.InlineStrings.extensions] - ArrowTypesExt = "ArrowTypes" - ParsersExt = "Parsers" - - [deps.InlineStrings.weakdeps] - ArrowTypes = "31f734f8-188a-4ce0-8406-c8a06bd891cd" - Parsers = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0" - -[[deps.InteractiveUtils]] -deps = ["Markdown"] -uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240" - -[[deps.InternedStrings]] -deps = ["Random", "Test"] -git-tree-sha1 = "eb05b5625bc5d821b8075a77e4c421933e20c76b" -uuid = "7d512f48-7fb1-5a58-b986-67e6dc259f01" -version = "0.7.0" - -[[deps.InverseFunctions]] -git-tree-sha1 = "a779299d77cd080bf77b97535acecd73e1c5e5cb" -uuid = "3587e190-3f89-42d0-90ee-14403ec27112" -version = "0.1.17" -weakdeps = ["Dates", "Test"] - - [deps.InverseFunctions.extensions] - InverseFunctionsDatesExt = "Dates" - InverseFunctionsTestExt = "Test" - -[[deps.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.IteratorInterfaceExtensions]] -git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856" -uuid = "82899510-4779-5014-852e-03e436cf321d" -version = "1.0.0" - -[[deps.JLD2]] -deps = ["FileIO", "MacroTools", "Mmap", "OrderedCollections", "PrecompileTools", "Requires", "TranscodingStreams"] -git-tree-sha1 = "783c1be5213a09609b23237a0c9e5dfd258ae6f2" -uuid = "033835bb-8acc-5ee8-8aae-3f567f8a3819" -version = "0.5.7" - -[[deps.JLFzf]] -deps = ["Pipe", "REPL", "Random", "fzf_jll"] -git-tree-sha1 = "39d64b09147620f5ffbf6b2d3255be3c901bec63" -uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c" -version = "0.1.8" - -[[deps.JLLWrappers]] -deps = ["Artifacts", "Preferences"] -git-tree-sha1 = "be3dc50a92e5a386872a493a10050136d4703f9b" -uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210" -version = "1.6.1" - -[[deps.JSON]] -deps = ["Dates", "Mmap", "Parsers", "Unicode"] -git-tree-sha1 = "31e996f0a15c7b280ba9f76636b3ff9e2ae58c9a" -uuid = "682c06a0-de6a-54ab-a142-c8b1cf79cde6" -version = "0.21.4" - -[[deps.JSON3]] -deps = ["Dates", "Mmap", "Parsers", "PrecompileTools", "StructTypes", "UUIDs"] -git-tree-sha1 = "1d322381ef7b087548321d3f878cb4c9bd8f8f9b" -uuid = "0f8b85d8-7281-11e9-16c2-39a750bddbf1" -version = "1.14.1" - - [deps.JSON3.extensions] - JSON3ArrowExt = ["ArrowTypes"] - - [deps.JSON3.weakdeps] - ArrowTypes = "31f734f8-188a-4ce0-8406-c8a06bd891cd" - -[[deps.JpegTurbo_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "25ee0be4d43d0269027024d75a24c24d6c6e590c" -uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8" -version = "3.0.4+0" - -[[deps.JuliaVariables]] -deps = ["MLStyle", "NameResolution"] -git-tree-sha1 = "49fb3cb53362ddadb4415e9b73926d6b40709e70" -uuid = "b14d175d-62b4-44ba-8fb7-3064adc8c3ec" -version = "0.2.4" - -[[deps.KernelAbstractions]] -deps = ["Adapt", "Atomix", "InteractiveUtils", "MacroTools", "PrecompileTools", "Requires", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"] -git-tree-sha1 = "e73a077abc7fe798fe940deabe30ef6c66bdde52" -uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c" -version = "0.9.29" - - [deps.KernelAbstractions.extensions] - EnzymeExt = "EnzymeCore" - LinearAlgebraExt = "LinearAlgebra" - SparseArraysExt = "SparseArrays" - - [deps.KernelAbstractions.weakdeps] - EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869" - LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" - SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf" - -[[deps.LAME_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "170b660facf5df5de098d866564877e119141cbd" -uuid = "c1c5ebd0-6772-5130-a774-d5fcae4a789d" -version = "3.100.2+0" - -[[deps.LERC_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "36bdbc52f13a7d1dcb0f3cd694e01677a515655b" -uuid = "88015f11-f218-50d7-93a8-a6af411a945d" -version = "4.0.0+0" - -[[deps.LLVM]] -deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Unicode"] -git-tree-sha1 = "d422dfd9707bec6617335dc2ea3c5172a87d5908" -uuid = "929cbde3-209d-540e-8aea-75f648917ca0" -version = "9.1.3" -weakdeps = ["BFloat16s"] - - [deps.LLVM.extensions] - BFloat16sExt = "BFloat16s" - -[[deps.LLVMExtra_jll]] -deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"] -git-tree-sha1 = "05a8bd5a42309a9ec82f700876903abce1017dd3" -uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab" -version = "0.0.34+0" - -[[deps.LLVMOpenMP_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "78211fb6cbc872f77cad3fc0b6cf647d923f4929" -uuid = "1d63c593-3942-5779-bab2-d838dc0a180e" -version = "18.1.7+0" - -[[deps.LZO_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "854a9c268c43b77b0a27f22d7fab8d33cdb3a731" -uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac" -version = "2.10.2+1" - -[[deps.LaTeXStrings]] -git-tree-sha1 = "dda21b8cbd6a6c40d9d02a73230f9d70fed6918c" -uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f" -version = "1.4.0" - -[[deps.Latexify]] -deps = ["Format", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Requires"] -git-tree-sha1 = "ce5f5621cac23a86011836badfedf664a612cee4" -uuid = "23fbe1c1-3f47-55db-b15f-69d7ec21a316" -version = "0.16.5" - - [deps.Latexify.extensions] - DataFramesExt = "DataFrames" - SparseArraysExt = "SparseArrays" - SymEngineExt = "SymEngine" - - [deps.Latexify.weakdeps] - DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" - SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf" - SymEngine = "123dc426-2d89-5057-bbad-38513e3affd8" - -[[deps.LazyArtifacts]] -deps = ["Artifacts", "Pkg"] -uuid = "4af54fe1-eca0-43a8-85a7-787d91b784e3" - -[[deps.LazyModules]] -git-tree-sha1 = "a560dd966b386ac9ae60bdd3a3d3a326062d3c3e" -uuid = "8cdb02fc-e678-4876-92c5-9defec4f444e" -version = "0.3.1" - -[[deps.LearnAPI]] -deps = ["InteractiveUtils", "Statistics"] -git-tree-sha1 = "ec695822c1faaaa64cee32d0b21505e1977b4809" -uuid = "92ad9a40-7767-427a-9ee6-6e577f1266cb" -version = "0.1.0" - -[[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 = "8be878062e0ffa2c3f67bb58a595375eda5de80b" -uuid = "d4300ac3-e22c-5743-9152-c294e39db1e4" -version = "1.11.0+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 = "c6ce1e19f3aec9b59186bdf06cdf3c4fc5f5f3e6" -uuid = "7add5ba3-2f88-524e-9cd5-f83b8a55f7b8" -version = "1.50.0+0" - -[[deps.Libiconv_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "61dfdba58e585066d8bce214c5a51eaa0539f269" -uuid = "94ce4f54-9a6c-5748-9c1c-f9c7231a4531" -version = "1.17.0+1" - -[[deps.Libmount_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "0c4f9c4f1a50d8f35048fa0532dabbadf702f81e" -uuid = "4b2f31a3-9ecc-558c-b454-b3730dcb73e9" -version = "2.40.1+0" - -[[deps.Libtiff_jll]] -deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "LERC_jll", "Libdl", "XZ_jll", "Zlib_jll", "Zstd_jll"] -git-tree-sha1 = "b404131d06f7886402758c9ce2214b636eb4d54a" -uuid = "89763e89-9b03-5906-acba-b20f662cd828" -version = "4.7.0+0" - -[[deps.Libuuid_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "5ee6203157c120d79034c748a2acba45b82b8807" -uuid = "38a345b3-de98-5d2b-a5d3-14cd9215e700" -version = "2.40.1+0" - -[[deps.LinearAlgebra]] -deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"] -uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" - -[[deps.LogExpFunctions]] -deps = ["DocStringExtensions", "IrrationalConstants", "LinearAlgebra"] -git-tree-sha1 = "a2d09619db4e765091ee5c6ffe8872849de0feea" -uuid = "2ab3a3ac-af41-5b50-aa03-7779005ae688" -version = "0.3.28" - - [deps.LogExpFunctions.extensions] - LogExpFunctionsChainRulesCoreExt = "ChainRulesCore" - LogExpFunctionsChangesOfVariablesExt = "ChangesOfVariables" - LogExpFunctionsInverseFunctionsExt = "InverseFunctions" - - [deps.LogExpFunctions.weakdeps] - ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" - ChangesOfVariables = "9e997f8a-9a97-42d5-a9f1-ce6bfc15e2c0" - InverseFunctions = "3587e190-3f89-42d0-90ee-14403ec27112" - -[[deps.Logging]] -uuid = "56ddb016-857b-54e1-b83d-db4d58db5568" - -[[deps.LoggingExtras]] -deps = ["Dates", "Logging"] -git-tree-sha1 = "f02b56007b064fbfddb4c9cd60161b6dd0f40df3" -uuid = "e6f89c97-d47a-5376-807f-9c37f3926c36" -version = "1.1.0" - -[[deps.MAT]] -deps = ["BufferedStreams", "CodecZlib", "HDF5", "SparseArrays"] -git-tree-sha1 = "1d2dd9b186742b0f317f2530ddcbf00eebb18e96" -uuid = "23992714-dd62-5051-b70f-ba57cb901cac" -version = "0.10.7" - -[[deps.MLDataDevices]] -deps = ["Adapt", "Compat", "Functors", "Preferences", "Random"] -git-tree-sha1 = "5cffc52b59227864b665459e1f7bcc4d3c4fb47b" -uuid = "7e8f7934-dd98-4c1a-8fe8-92b47a384d40" -version = "1.4.2" - - [deps.MLDataDevices.extensions] - MLDataDevicesAMDGPUExt = "AMDGPU" - MLDataDevicesCUDAExt = "CUDA" - MLDataDevicesChainRulesCoreExt = "ChainRulesCore" - MLDataDevicesFillArraysExt = "FillArrays" - MLDataDevicesGPUArraysExt = "GPUArrays" - MLDataDevicesMLUtilsExt = "MLUtils" - MLDataDevicesMetalExt = ["GPUArrays", "Metal"] - MLDataDevicesReactantExt = "Reactant" - MLDataDevicesRecursiveArrayToolsExt = "RecursiveArrayTools" - MLDataDevicesReverseDiffExt = "ReverseDiff" - MLDataDevicesSparseArraysExt = "SparseArrays" - MLDataDevicesTrackerExt = "Tracker" - MLDataDevicesZygoteExt = "Zygote" - MLDataDevicescuDNNExt = ["CUDA", "cuDNN"] - MLDataDevicesoneAPIExt = ["GPUArrays", "oneAPI"] - - [deps.MLDataDevices.weakdeps] - AMDGPU = "21141c5a-9bdb-4563-92ae-f87d6854732e" - CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba" - ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" - FillArrays = "1a297f60-69ca-5386-bcde-b61e274b549b" - GPUArrays = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7" - MLUtils = "f1d291b0-491e-4a28-83b9-f70985020b54" - Metal = "dde4c033-4e86-420c-a63e-0dd931031962" - Reactant = "3c362404-f566-11ee-1572-e11a4b42c853" - RecursiveArrayTools = "731186ca-8d62-57ce-b412-fbd966d074cd" - ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" - SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf" - Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" - Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f" - cuDNN = "02a925ec-e4fe-4b08-9a7e-0d78e3d38ccd" - oneAPI = "8f75cd03-7ff8-4ecb-9b8f-daf728133b1b" - -[[deps.MLDatasets]] -deps = ["CSV", "Chemfiles", "DataDeps", "DataFrames", "DelimitedFiles", "FileIO", "FixedPointNumbers", "GZip", "Glob", "HDF5", "ImageShow", "JLD2", "JSON3", "LazyModules", "MAT", "MLUtils", "NPZ", "Pickle", "Printf", "Requires", "SparseArrays", "Statistics", "Tables"] -git-tree-sha1 = "361c2692ee730944764945859f1a6b31072e275d" -uuid = "eb30cadb-4394-5ae3-aed4-317e484a6458" -version = "0.7.18" - -[[deps.MLJBase]] -deps = ["CategoricalArrays", "CategoricalDistributions", "ComputationalResources", "Dates", "DelimitedFiles", "Distributed", "Distributions", "InteractiveUtils", "InvertedIndices", "LearnAPI", "LinearAlgebra", "MLJModelInterface", "Missings", "OrderedCollections", "Parameters", "PrettyTables", "ProgressMeter", "Random", "RecipesBase", "Reexport", "ScientificTypes", "Serialization", "StatisticalMeasuresBase", "StatisticalTraits", "Statistics", "StatsBase", "Tables"] -git-tree-sha1 = "6f45e12073bc2f2e73ed0473391db38c31e879c9" -uuid = "a7f614a8-145f-11e9-1d2a-a57a1082229d" -version = "1.7.0" -weakdeps = ["StatisticalMeasures"] - - [deps.MLJBase.extensions] - DefaultMeasuresExt = "StatisticalMeasures" - -[[deps.MLJDecisionTreeInterface]] -deps = ["CategoricalArrays", "DecisionTree", "MLJModelInterface", "Random", "Tables"] -git-tree-sha1 = "90ef4d3b6cacec631c57cc034e1e61b4aa0ce511" -uuid = "c6f25543-311c-4c74-83dc-3ea6d1015661" -version = "0.4.2" - -[[deps.MLJModelInterface]] -deps = ["Random", "ScientificTypesBase", "StatisticalTraits"] -git-tree-sha1 = "ceaff6618408d0e412619321ae43b33b40c1a733" -uuid = "e80e1ace-859a-464e-9ed9-23947d8ae3ea" -version = "1.11.0" - -[[deps.MLJModels]] -deps = ["CategoricalArrays", "CategoricalDistributions", "Combinatorics", "Dates", "Distances", "Distributions", "InteractiveUtils", "LinearAlgebra", "MLJModelInterface", "Markdown", "OrderedCollections", "Parameters", "Pkg", "PrettyPrinting", "REPL", "Random", "RelocatableFolders", "ScientificTypes", "StatisticalTraits", "Statistics", "StatsBase", "Tables"] -git-tree-sha1 = "410da88e0e6ece5467293d2c76b51b7c6df7d072" -uuid = "d491faf4-2d78-11e9-2867-c94bc002c0b7" -version = "0.16.17" - -[[deps.MLJTestInterface]] -deps = ["MLJBase", "Pkg", "Test"] -git-tree-sha1 = "f72bad656f93179b31c8bdcab15ccd2091e7da3c" -uuid = "72560011-54dd-4dc2-94f3-c5de45b75ecd" -version = "0.2.6" - -[[deps.MLStyle]] -git-tree-sha1 = "bc38dff0548128765760c79eb7388a4b37fae2c8" -uuid = "d8e11817-5142-5d16-987a-aa16d5891078" -version = "0.4.17" - -[[deps.MLUtils]] -deps = ["ChainRulesCore", "Compat", "DataAPI", "DelimitedFiles", "FLoops", "NNlib", "Random", "ShowCases", "SimpleTraits", "Statistics", "StatsBase", "Tables", "Transducers"] -git-tree-sha1 = "b45738c2e3d0d402dffa32b2c1654759a2ac35a4" -uuid = "f1d291b0-491e-4a28-83b9-f70985020b54" -version = "0.4.4" - -[[deps.MPICH_jll]] -deps = ["Artifacts", "CompilerSupportLibraries_jll", "Hwloc_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "MPIPreferences", "TOML"] -git-tree-sha1 = "7715e65c47ba3941c502bffb7f266a41a7f54423" -uuid = "7cb0a576-ebde-5e09-9194-50597f1243b4" -version = "4.2.3+0" - -[[deps.MPIPreferences]] -deps = ["Libdl", "Preferences"] -git-tree-sha1 = "c105fe467859e7f6e9a852cb15cb4301126fac07" -uuid = "3da0fdf6-3ccc-4f1b-acd9-58baa6c99267" -version = "0.1.11" - -[[deps.MPItrampoline_jll]] -deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "MPIPreferences", "TOML"] -git-tree-sha1 = "70e830dab5d0775183c99fc75e4c24c614ed7142" -uuid = "f1f71cc9-e9ae-5b93-9b94-4fe0e1ad3748" -version = "5.5.1+0" - -[[deps.MacroTools]] -deps = ["Markdown", "Random"] -git-tree-sha1 = "2fa9ee3e63fd3a4f7a9a4f4744a52f4856de82df" -uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09" -version = "0.5.13" - -[[deps.MappedArrays]] -git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e" -uuid = "dbb5928d-eab1-5f90-85c2-b9b0edb7c900" -version = "0.4.2" - -[[deps.Markdown]] -deps = ["Base64"] -uuid = "d6f4376e-aef5-505a-96c1-9c027394607a" - -[[deps.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.MicrosoftMPI_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] -git-tree-sha1 = "f12a29c4400ba812841c6ace3f4efbb6dbb3ba01" -uuid = "9237b28f-5490-5468-be7b-bb81f5f5e6cf" -version = "10.1.4+2" - -[[deps.Missings]] -deps = ["DataAPI"] -git-tree-sha1 = "ec4f7fbeab05d7747bdf98eb74d130a2a2ed298d" -uuid = "e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28" -version = "1.2.0" - -[[deps.Mmap]] -uuid = "a63ad114-7e13-5084-954f-fe012c677804" - -[[deps.MosaicViews]] -deps = ["MappedArrays", "OffsetArrays", "PaddedViews", "StackViews"] -git-tree-sha1 = "7b86a5d4d70a9f5cdf2dacb3cbe6d251d1a61dbe" -uuid = "e94cdb99-869f-56ef-bcf0-1ae2bcbe0389" -version = "0.3.4" - -[[deps.MozillaCACerts_jll]] -uuid = "14a3606d-f60d-562e-9121-12d972cd8159" -version = "2023.1.10" - -[[deps.MultivariateStats]] -deps = ["Arpack", "Distributions", "LinearAlgebra", "SparseArrays", "Statistics", "StatsAPI", "StatsBase"] -git-tree-sha1 = "816620e3aac93e5b5359e4fdaf23ca4525b00ddf" -uuid = "6f286f6a-111f-5878-ab1e-185364afe411" -version = "0.10.3" - -[[deps.NNlib]] -deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Random", "Statistics"] -git-tree-sha1 = "da09a1e112fd75f9af2a5229323f01b56ec96a4c" -uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd" -version = "0.9.24" - - [deps.NNlib.extensions] - NNlibAMDGPUExt = "AMDGPU" - NNlibCUDACUDNNExt = ["CUDA", "cuDNN"] - NNlibCUDAExt = "CUDA" - NNlibEnzymeCoreExt = "EnzymeCore" - NNlibFFTWExt = "FFTW" - NNlibForwardDiffExt = "ForwardDiff" - - [deps.NNlib.weakdeps] - AMDGPU = "21141c5a-9bdb-4563-92ae-f87d6854732e" - CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba" - EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869" - FFTW = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341" - ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210" - cuDNN = "02a925ec-e4fe-4b08-9a7e-0d78e3d38ccd" - -[[deps.NPZ]] -deps = ["FileIO", "ZipFile"] -git-tree-sha1 = "60a8e272fe0c5079363b28b0953831e2dd7b7e6f" -uuid = "15e1cf62-19b3-5cfa-8e77-841668bca605" -version = "0.4.3" - -[[deps.NaNMath]] -deps = ["OpenLibm_jll"] -git-tree-sha1 = "0877504529a3e5c3343c6f8b4c0381e57e4387e4" -uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3" -version = "1.0.2" - -[[deps.NameResolution]] -deps = ["PrettyPrint"] -git-tree-sha1 = "1a0fa0e9613f46c9b8c11eee38ebb4f590013c5e" -uuid = "71a1bf82-56d0-4bbc-8a3c-48b961074391" -version = "0.1.5" - -[[deps.NetworkOptions]] -uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908" -version = "1.2.0" - -[[deps.OffsetArrays]] -git-tree-sha1 = "1a27764e945a152f7ca7efa04de513d473e9542e" -uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881" -version = "1.14.1" -weakdeps = ["Adapt"] - - [deps.OffsetArrays.extensions] - OffsetArraysAdaptExt = "Adapt" - -[[deps.Ogg_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] -git-tree-sha1 = "887579a3eb005446d514ab7aeac5d1d027658b8f" -uuid = "e7412a2a-1a6e-54c0-be00-318e2571c051" -version = "1.3.5+1" - -[[deps.OneHotArrays]] -deps = ["Adapt", "ChainRulesCore", "Compat", "GPUArraysCore", "LinearAlgebra", "NNlib"] -git-tree-sha1 = "963a3f28a2e65bb87a68033ea4a616002406037d" -uuid = "0b1bfda6-eb8a-41d2-88d8-f5af5cad476f" -version = "0.2.5" - -[[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.OpenMPI_jll]] -deps = ["Artifacts", "CompilerSupportLibraries_jll", "Hwloc_jll", "JLLWrappers", "LazyArtifacts", "Libdl", "MPIPreferences", "TOML", "Zlib_jll"] -git-tree-sha1 = "bfce6d523861a6c562721b262c0d1aaeead2647f" -uuid = "fe0851c0-eecd-5654-98d4-656369965a5c" -version = "5.0.5+0" - -[[deps.OpenSSL]] -deps = ["BitFlags", "Dates", "MozillaCACerts_jll", "OpenSSL_jll", "Sockets"] -git-tree-sha1 = "38cb508d080d21dc1128f7fb04f20387ed4c0af4" -uuid = "4d8831e6-92b7-49fb-bdf8-b643e874388c" -version = "1.4.3" - -[[deps.OpenSSL_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "7493f61f55a6cce7325f197443aa80d32554ba10" -uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95" -version = "3.0.15+1" - -[[deps.OpenSpecFun_jll]] -deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"] -git-tree-sha1 = "13652491f6856acfd2db29360e1bbcd4565d04f1" -uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e" -version = "0.5.5+0" - -[[deps.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"] -git-tree-sha1 = "6703a85cb3781bd5909d48730a67205f3f31a575" -uuid = "91d4177d-7536-5919-b921-800302f37372" -version = "1.3.3+0" - -[[deps.OrderedCollections]] -git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5" -uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d" -version = "1.6.3" - -[[deps.PCRE2_jll]] -deps = ["Artifacts", "Libdl"] -uuid = "efcefdf7-47ab-520b-bdef-62a2eaa19f15" -version = "10.42.0+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.PaddedViews]] -deps = ["OffsetArrays"] -git-tree-sha1 = "0fac6313486baae819364c52b4f483450a9d793f" -uuid = "5432bcbf-9aad-5242-b902-cca2824c8663" -version = "0.5.12" - -[[deps.Pango_jll]] -deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "FriBidi_jll", "Glib_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl"] -git-tree-sha1 = "e127b609fb9ecba6f201ba7ab753d5a605d53801" -uuid = "36c8627f-9965-5494-a995-c6b170f724f3" -version = "1.54.1+0" - -[[deps.Parameters]] -deps = ["OrderedCollections", "UnPack"] -git-tree-sha1 = "34c0e9ad262e5f7fc75b10a9952ca7692cfc5fbe" -uuid = "d96e819e-fc66-5662-9728-84c9c7592b0a" -version = "0.12.3" - -[[deps.Parsers]] -deps = ["Dates", "PrecompileTools", "UUIDs"] -git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821" -uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0" -version = "2.8.1" - -[[deps.PeriodicTable]] -deps = ["Base64", "Unitful"] -git-tree-sha1 = "238aa6298007565529f911b734e18addd56985e1" -uuid = "7b2266bf-644c-5ea3-82d8-af4bbd25a884" -version = "1.2.1" - -[[deps.Pickle]] -deps = ["BFloat16s", "DataStructures", "InternedStrings", "Mmap", "Serialization", "SparseArrays", "StridedViews", "StringEncodings", "ZipFile"] -git-tree-sha1 = "e99da19b86b7e1547b423fc1721b260cfbe83acb" -uuid = "fbb45041-c46e-462f-888f-7c521cafbc2c" -version = "0.3.5" - -[[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 = "41031ef3a1be6f5bbbf3e8073f210556daeae5ca" -uuid = "ccf2f8ad-2431-5c83-bf29-c5338b663b6a" -version = "3.3.0" - -[[deps.PlotUtils]] -deps = ["ColorSchemes", "Colors", "Dates", "PrecompileTools", "Printf", "Random", "Reexport", "StableRNGs", "Statistics"] -git-tree-sha1 = "650a022b2ce86c7dcfbdecf00f78afeeb20e5655" -uuid = "995b91a9-d308-5afd-9ec6-746e21dbc043" -version = "1.4.2" - -[[deps.Plots]] -deps = ["Base64", "Contour", "Dates", "Downloads", "FFMPEG", "FixedPointNumbers", "GR", "JLFzf", "JSON", "LaTeXStrings", "Latexify", "LinearAlgebra", "Measures", "NaNMath", "Pkg", "PlotThemes", "PlotUtils", "PrecompileTools", "Printf", "REPL", "Random", "RecipesBase", "RecipesPipeline", "Reexport", "RelocatableFolders", "Requires", "Scratch", "Showoff", "SparseArrays", "Statistics", "StatsBase", "TOML", "UUIDs", "UnicodeFun", "UnitfulLatexify", "Unzip"] -git-tree-sha1 = "45470145863035bb124ca51b320ed35d071cc6c2" -uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80" -version = "1.40.8" - - [deps.Plots.extensions] - FileIOExt = "FileIO" - GeometryBasicsExt = "GeometryBasics" - IJuliaExt = "IJulia" - ImageInTerminalExt = "ImageInTerminal" - UnitfulExt = "Unitful" - - [deps.Plots.weakdeps] - FileIO = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549" - GeometryBasics = "5c1252a2-5f33-56bf-86c9-59e7332b4326" - IJulia = "7073ff75-c697-5162-941a-fcdaad2a7d2a" - ImageInTerminal = "d8c32880-2388-543b-8c61-d9f865259254" - Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d" - -[[deps.PooledArrays]] -deps = ["DataAPI", "Future"] -git-tree-sha1 = "36d8b4b899628fb92c2749eb488d884a926614d3" -uuid = "2dfb63ee-cc39-5dd5-95bd-886bf059d720" -version = "1.4.3" - -[[deps.PrecompileTools]] -deps = ["Preferences"] -git-tree-sha1 = "5aa36f7049a63a1528fe8f7c3f2113413ffd4e1f" -uuid = "aea7be01-6a6a-4083-8856-8a6e6704d82a" -version = "1.2.1" - -[[deps.Preferences]] -deps = ["TOML"] -git-tree-sha1 = "9306f6085165d270f7e3db02af26a400d580f5c6" -uuid = "21216c6a-2e73-6563-6e65-726566657250" -version = "1.4.3" - -[[deps.PrettyPrint]] -git-tree-sha1 = "632eb4abab3449ab30c5e1afaa874f0b98b586e4" -uuid = "8162dcfd-2161-5ef2-ae6c-7681170c5f98" -version = "0.2.0" - -[[deps.PrettyPrinting]] -git-tree-sha1 = "142ee93724a9c5d04d78df7006670a93ed1b244e" -uuid = "54e16d92-306c-5ea0-a30b-337be88ac337" -version = "0.4.2" - -[[deps.PrettyTables]] -deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"] -git-tree-sha1 = "1101cd475833706e4d0e7b122218257178f48f34" -uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d" -version = "2.4.0" - -[[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 = "8f6bc219586aef8baf0ff9a5fe16ee9c70cb65e4" -uuid = "92933f4c-e287-5a05-a399-4b506db050ca" -version = "1.10.2" - -[[deps.PtrArrays]] -git-tree-sha1 = "77a42d78b6a92df47ab37e177b2deac405e1c88f" -uuid = "43287f4e-b6f4-7ad1-bb20-aadabca52c3d" -version = "1.2.1" - -[[deps.Qt6Base_jll]] -deps = ["Artifacts", "CompilerSupportLibraries_jll", "Fontconfig_jll", "Glib_jll", "JLLWrappers", "Libdl", "Libglvnd_jll", "OpenSSL_jll", "Vulkan_Loader_jll", "Xorg_libSM_jll", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Xorg_libxcb_jll", "Xorg_xcb_util_cursor_jll", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_keysyms_jll", "Xorg_xcb_util_renderutil_jll", "Xorg_xcb_util_wm_jll", "Zlib_jll", "libinput_jll", "xkbcommon_jll"] -git-tree-sha1 = "492601870742dcd38f233b23c3ec629628c1d724" -uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56" -version = "6.7.1+1" - -[[deps.Qt6Declarative_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Qt6Base_jll", "Qt6ShaderTools_jll"] -git-tree-sha1 = "e5dd466bf2569fe08c91a2cc29c1003f4797ac3b" -uuid = "629bc702-f1f5-5709-abd5-49b8460ea067" -version = "6.7.1+2" - -[[deps.Qt6ShaderTools_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Qt6Base_jll"] -git-tree-sha1 = "1a180aeced866700d4bebc3120ea1451201f16bc" -uuid = "ce943373-25bb-56aa-8eca-768745ed7b5a" -version = "6.7.1+1" - -[[deps.Qt6Wayland_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Qt6Base_jll", "Qt6Declarative_jll"] -git-tree-sha1 = "729927532d48cf79f49070341e1d918a65aba6b0" -uuid = "e99dba38-086e-5de3-a5b1-6e4c66e897c3" -version = "6.7.1+1" - -[[deps.QuadGK]] -deps = ["DataStructures", "LinearAlgebra"] -git-tree-sha1 = "cda3b045cf9ef07a08ad46731f5a3165e56cf3da" -uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc" -version = "2.11.1" - - [deps.QuadGK.extensions] - QuadGKEnzymeExt = "Enzyme" - - [deps.QuadGK.weakdeps] - Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9" - -[[deps.REPL]] -deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"] -uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb" - -[[deps.Random]] -deps = ["SHA"] -uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c" - -[[deps.RealDot]] -deps = ["LinearAlgebra"] -git-tree-sha1 = "9f0a1b71baaf7650f4fa8a1d168c7fb6ee41f0c9" -uuid = "c1ae055f-0cd5-4b69-90a6-9a35b1a98df9" -version = "0.1.0" - -[[deps.RecipesBase]] -deps = ["PrecompileTools"] -git-tree-sha1 = "5c3d09cc4f31f5fc6af001c250bf1278733100ff" -uuid = "3cdcf5f2-1ef4-517c-9805-6587b60abb01" -version = "1.3.4" - -[[deps.RecipesPipeline]] -deps = ["Dates", "NaNMath", "PlotUtils", "PrecompileTools", "RecipesBase"] -git-tree-sha1 = "45cf9fd0ca5839d06ef333c8201714e888486342" -uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c" -version = "0.6.12" - -[[deps.Reexport]] -git-tree-sha1 = "45e428421666073eab6f2da5c9d310d99bb12f9b" -uuid = "189a3867-3050-52da-a836-e630ba90ab69" -version = "1.2.2" - -[[deps.RelocatableFolders]] -deps = ["SHA", "Scratch"] -git-tree-sha1 = "ffdaf70d81cf6ff22c2b6e733c900c3321cab864" -uuid = "05181044-ff0b-4ac5-8273-598c1e38db00" -version = "1.0.1" - -[[deps.Requires]] -deps = ["UUIDs"] -git-tree-sha1 = "838a3a4188e2ded87a4f9f184b4b0d78a1e91cb7" -uuid = "ae029012-a4dd-5104-9daa-d747884805df" -version = "1.3.0" - -[[deps.Rmath]] -deps = ["Random", "Rmath_jll"] -git-tree-sha1 = "852bd0f55565a9e973fcfee83a84413270224dc4" -uuid = "79098fc4-a85e-5d69-aa6a-4863f24498fa" -version = "0.8.0" - -[[deps.Rmath_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "58cdd8fb2201a6267e1db87ff148dd6c1dbd8ad8" -uuid = "f50d1b31-88e8-58de-be2c-1cc44531875f" -version = "0.5.1+0" - -[[deps.SHA]] -uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce" -version = "0.7.0" - -[[deps.ScientificTypes]] -deps = ["CategoricalArrays", "ColorTypes", "Dates", "Distributions", "PrettyTables", "Reexport", "ScientificTypesBase", "StatisticalTraits", "Tables"] -git-tree-sha1 = "75ccd10ca65b939dab03b812994e571bf1e3e1da" -uuid = "321657f4-b219-11e9-178b-2701a2544e81" -version = "3.0.2" - -[[deps.ScientificTypesBase]] -git-tree-sha1 = "a8e18eb383b5ecf1b5e6fc237eb39255044fd92b" -uuid = "30f210dd-8aff-4c5f-94ba-8e64358c1161" -version = "3.0.0" - -[[deps.ScikitLearnBase]] -deps = ["LinearAlgebra", "Random", "Statistics"] -git-tree-sha1 = "7877e55c1523a4b336b433da39c8e8c08d2f221f" -uuid = "6e75b9c4-186b-50bd-896f-2d2496a4843e" -version = "0.5.0" - -[[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 = "305becf8af67eae1dbc912ee9097f00aeeabb8d5" -uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c" -version = "1.4.6" - -[[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.ShowCases]] -git-tree-sha1 = "7f534ad62ab2bd48591bdeac81994ea8c445e4a5" -uuid = "605ecd9f-84a6-4c9e-81e2-4798472b76a3" -version = "0.1.0" - -[[deps.Showoff]] -deps = ["Dates", "Grisu"] -git-tree-sha1 = "91eddf657aca81df9ae6ceb20b959ae5653ad1de" -uuid = "992d4aef-0814-514b-bc4d-f2e9a6c4116f" -version = "1.0.3" - -[[deps.SimpleBufferStream]] -git-tree-sha1 = "f305871d2f381d21527c770d4788c06c097c9bc1" -uuid = "777ac1f9-54b0-4bf8-805c-2214025038e7" -version = "1.2.0" - -[[deps.SimpleTraits]] -deps = ["InteractiveUtils", "MacroTools"] -git-tree-sha1 = "5d7e3f4e11935503d3ecaf7186eac40602e7d231" -uuid = "699a6c99-e7fa-54fc-8d76-47d257e15c1d" -version = "0.9.4" - -[[deps.Sockets]] -uuid = "6462fe0b-24de-5631-8697-dd941f90decc" - -[[deps.SortingAlgorithms]] -deps = ["DataStructures"] -git-tree-sha1 = "66e0a8e672a0bdfca2c3f5937efb8538b9ddc085" -uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c" -version = "1.2.1" - -[[deps.SparseArrays]] -deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"] -uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf" -version = "1.10.0" - -[[deps.SparseInverseSubset]] -deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"] -git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852" -uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada" -version = "0.1.2" - -[[deps.SpecialFunctions]] -deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"] -git-tree-sha1 = "2f5d4697f21388cbe1ff299430dd169ef97d7e14" -uuid = "276daf66-3868-5448-9aa4-cd146d93841b" -version = "2.4.0" -weakdeps = ["ChainRulesCore"] - - [deps.SpecialFunctions.extensions] - SpecialFunctionsChainRulesCoreExt = "ChainRulesCore" - -[[deps.SplittablesBase]] -deps = ["Setfield", "Test"] -git-tree-sha1 = "e08a62abc517eb79667d0a29dc08a3b589516bb5" -uuid = "171d559e-b47b-412a-8079-5efa626c420e" -version = "0.1.15" - -[[deps.StableRNGs]] -deps = ["Random"] -git-tree-sha1 = "83e6cce8324d49dfaf9ef059227f91ed4441a8e5" -uuid = "860ef19b-820b-49d6-a774-d7a799459cd3" -version = "1.0.2" - -[[deps.StackViews]] -deps = ["OffsetArrays"] -git-tree-sha1 = "46e589465204cd0c08b4bd97385e4fa79a0c770c" -uuid = "cae243ae-269e-4f55-b966-ac2d0dc13c15" -version = "0.1.1" - -[[deps.StaticArrays]] -deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"] -git-tree-sha1 = "777657803913ffc7e8cc20f0fd04b634f871af8f" -uuid = "90137ffa-7385-5640-81b9-e52037218182" -version = "1.9.8" -weakdeps = ["ChainRulesCore", "Statistics"] - - [deps.StaticArrays.extensions] - StaticArraysChainRulesCoreExt = "ChainRulesCore" - StaticArraysStatisticsExt = "Statistics" - -[[deps.StaticArraysCore]] -git-tree-sha1 = "192954ef1208c7019899fbf8049e717f92959682" -uuid = "1e83bf80-4336-4d27-bf5d-d5a4f845583c" -version = "1.4.3" - -[[deps.StatisticalMeasures]] -deps = ["CategoricalArrays", "CategoricalDistributions", "Distributions", "LearnAPI", "LinearAlgebra", "MacroTools", "OrderedCollections", "PrecompileTools", "ScientificTypesBase", "StatisticalMeasuresBase", "Statistics", "StatsBase"] -git-tree-sha1 = "c1d4318fa41056b839dfbb3ee841f011fa6e8518" -uuid = "a19d573c-0a75-4610-95b3-7071388c7541" -version = "0.1.7" - - [deps.StatisticalMeasures.extensions] - LossFunctionsExt = "LossFunctions" - ScientificTypesExt = "ScientificTypes" - - [deps.StatisticalMeasures.weakdeps] - LossFunctions = "30fc2ffe-d236-52d8-8643-a9d8f7c094a7" - ScientificTypes = "321657f4-b219-11e9-178b-2701a2544e81" - -[[deps.StatisticalMeasuresBase]] -deps = ["CategoricalArrays", "InteractiveUtils", "MLUtils", "MacroTools", "OrderedCollections", "PrecompileTools", "ScientificTypesBase", "Statistics"] -git-tree-sha1 = "17dfb22e2e4ccc9cd59b487dce52883e0151b4d3" -uuid = "c062fc1d-0d66-479b-b6ac-8b44719de4cc" -version = "0.1.1" - -[[deps.StatisticalTraits]] -deps = ["ScientificTypesBase"] -git-tree-sha1 = "542d979f6e756f13f862aa00b224f04f9e445f11" -uuid = "64bff920-2084-43da-a3e6-9bb72801c0c9" -version = "3.4.0" - -[[deps.Statistics]] -deps = ["LinearAlgebra", "SparseArrays"] -uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2" -version = "1.10.0" - -[[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 = "b423576adc27097764a90e163157bcfc9acf0f46" -uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c" -version = "1.3.2" -weakdeps = ["ChainRulesCore", "InverseFunctions"] - - [deps.StatsFuns.extensions] - StatsFunsChainRulesCoreExt = "ChainRulesCore" - StatsFunsInverseFunctionsExt = "InverseFunctions" - -[[deps.StridedViews]] -deps = ["LinearAlgebra", "PackageExtensionCompat"] -git-tree-sha1 = "5b765c4e401693ab08981989f74a36a010aa1d8e" -uuid = "4db3bf67-4bd7-4b4e-b153-31dc3fb37143" -version = "0.2.2" - - [deps.StridedViews.extensions] - StridedViewsCUDAExt = "CUDA" - - [deps.StridedViews.weakdeps] - CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba" - -[[deps.StringEncodings]] -deps = ["Libiconv_jll"] -git-tree-sha1 = "b765e46ba27ecf6b44faf70df40c57aa3a547dcb" -uuid = "69024149-9ee7-55f6-a4c4-859efe599b68" -version = "0.3.7" - -[[deps.StringManipulation]] -deps = ["PrecompileTools"] -git-tree-sha1 = "a6b1675a536c5ad1a60e5a5153e1fee12eb146e3" -uuid = "892a3eda-7b42-436c-8928-eab12a02cf0e" -version = "0.4.0" - -[[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.StructTypes]] -deps = ["Dates", "UUIDs"] -git-tree-sha1 = "159331b30e94d7b11379037feeb9b690950cace8" -uuid = "856f2bd8-1eba-4b0a-8007-ebc267875bd4" -version = "1.11.0" - -[[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.TOML]] -deps = ["Dates"] -uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76" -version = "1.0.3" - -[[deps.TableTraits]] -deps = ["IteratorInterfaceExtensions"] -git-tree-sha1 = "c06b2f539df1c6efa794486abfb6ed2022561a39" -uuid = "3783bdb8-4a98-5b6b-af9a-565f29a5fe9c" -version = "1.0.1" - -[[deps.Tables]] -deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "OrderedCollections", "TableTraits"] -git-tree-sha1 = "598cd7c1f68d1e205689b1c2fe65a9f85846f297" -uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c" -version = "1.12.0" - -[[deps.TaijaBase]] -git-tree-sha1 = "4076f60078b12095ca71a2c26e2e4515e3a6a5e5" -uuid = "10284c91-9f28-4c9a-abbf-ee43576dfff6" -version = "1.2.3" - -[[deps.TaijaData]] -deps = ["CSV", "CounterfactualExplanations", "DataAPI", "DataFrames", "Flux", "LazyArtifacts", "MLDatasets", "MLJBase", "MLJModels", "Random", "StatsBase"] -git-tree-sha1 = "04fed01efa65478c9f55a35c27c12add47ffe49e" -uuid = "9d524318-b4e6-4a65-86d2-b2b72d07866c" -version = "1.0.0" - -[[deps.Tar]] -deps = ["ArgTools", "SHA"] -uuid = "a4e569a6-e804-4fa4-b0f3-eef7a1d5b13e" -version = "1.10.0" - -[[deps.TensorCore]] -deps = ["LinearAlgebra"] -git-tree-sha1 = "1feb45f88d133a655e001435632f019a9a1bcdb6" -uuid = "62fd8b95-f654-4bbd-a8a5-9c27f68ccd50" -version = "0.1.1" - -[[deps.Test]] -deps = ["InteractiveUtils", "Logging", "Random", "Serialization"] -uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40" - -[[deps.TranscodingStreams]] -git-tree-sha1 = "0c45878dcfdcfa8480052b6ab162cdd138781742" -uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa" -version = "0.11.3" - -[[deps.Transducers]] -deps = ["Accessors", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "SplittablesBase", "Tables"] -git-tree-sha1 = "7deeab4ff96b85c5f72c824cae53a1398da3d1cb" -uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999" -version = "0.4.84" - - [deps.Transducers.extensions] - TransducersAdaptExt = "Adapt" - TransducersBlockArraysExt = "BlockArrays" - TransducersDataFramesExt = "DataFrames" - TransducersLazyArraysExt = "LazyArrays" - TransducersOnlineStatsBaseExt = "OnlineStatsBase" - TransducersReferenceablesExt = "Referenceables" - - [deps.Transducers.weakdeps] - Adapt = "79e6a3ab-5dfb-504d-930d-738a2a938a0e" - BlockArrays = "8e7c35d0-a365-5155-bbbb-fb81a777f24e" - DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" - LazyArrays = "5078a376-72f3-5289-bfd5-ec5146d43c02" - OnlineStatsBase = "925886fa-5bf2-5e8e-b522-a9147a512338" - Referenceables = "42d2dcc6-99eb-4e98-b66c-637b7d73030e" - -[[deps.Trapz]] -git-tree-sha1 = "79eb0ed763084a3e7de81fe1838379ac6a23b6a0" -uuid = "592b5752-818d-11e9-1e9a-2b8ca4a44cd1" -version = "2.0.3" - -[[deps.Tullio]] -deps = ["DiffRules", "LinearAlgebra", "Requires"] -git-tree-sha1 = "6d476962ba4e435d7f4101a403b1d3d72afe72f3" -uuid = "bc48ee85-29a4-5162-ae0b-a64e1601d4bc" -version = "0.3.7" - - [deps.Tullio.extensions] - TullioCUDAExt = "CUDA" - TullioChainRulesCoreExt = "ChainRulesCore" - TullioFillArraysExt = "FillArrays" - TullioTrackerExt = "Tracker" - - [deps.Tullio.weakdeps] - CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba" - ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" - FillArrays = "1a297f60-69ca-5386-bcde-b61e274b549b" - Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" - -[[deps.URIs]] -git-tree-sha1 = "67db6cc7b3821e19ebe75791a9dd19c9b1188f2b" -uuid = "5c2747f8-b7ea-4ff2-ba2e-563bfd36b1d4" -version = "1.5.1" - -[[deps.UUIDs]] -deps = ["Random", "SHA"] -uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4" - -[[deps.UnPack]] -git-tree-sha1 = "387c1f73762231e86e0c9c5443ce3b4a0a9a0c2b" -uuid = "3a884ed6-31ef-47d7-9d2a-63182c4928ed" -version = "1.0.2" - -[[deps.Unicode]] -uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5" - -[[deps.UnicodeFun]] -deps = ["REPL"] -git-tree-sha1 = "53915e50200959667e78a92a418594b428dffddf" -uuid = "1cfade01-22cf-5700-b092-accc4b62d6e1" -version = "0.4.1" - -[[deps.Unitful]] -deps = ["Dates", "LinearAlgebra", "Random"] -git-tree-sha1 = "d95fe458f26209c66a187b1114df96fd70839efd" -uuid = "1986cc42-f94f-5a68-af5c-568840ba703d" -version = "1.21.0" -weakdeps = ["ConstructionBase", "InverseFunctions"] - - [deps.Unitful.extensions] - ConstructionBaseUnitfulExt = "ConstructionBase" - InverseFunctionsUnitfulExt = "InverseFunctions" - -[[deps.UnitfulAtomic]] -deps = ["Unitful"] -git-tree-sha1 = "903be579194534af1c4b4778d1ace676ca042238" -uuid = "a7773ee8-282e-5fa2-be4e-bd808c38a91a" -version = "1.0.0" - -[[deps.UnitfulLatexify]] -deps = ["LaTeXStrings", "Latexify", "Unitful"] -git-tree-sha1 = "975c354fcd5f7e1ddcc1f1a23e6e091d99e99bc8" -uuid = "45397f5d-5981-4c77-b2b3-fc36d6e9b728" -version = "1.6.4" - -[[deps.UnsafeAtomics]] -git-tree-sha1 = "6331ac3440856ea1988316b46045303bef658278" -uuid = "013be700-e6cd-48c3-b4a1-df204f14c38f" -version = "0.2.1" - -[[deps.UnsafeAtomicsLLVM]] -deps = ["LLVM", "UnsafeAtomics"] -git-tree-sha1 = "2d17fabcd17e67d7625ce9c531fb9f40b7c42ce4" -uuid = "d80eeb9a-aca5-4d75-85e5-170c8b632249" -version = "0.2.1" - -[[deps.Unzip]] -git-tree-sha1 = "ca0969166a028236229f63514992fc073799bb78" -uuid = "41fe7b60-77ed-43a1-b4f0-825fd5a5650d" -version = "0.2.0" - -[[deps.Vulkan_Loader_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Wayland_jll", "Xorg_libX11_jll", "Xorg_libXrandr_jll", "xkbcommon_jll"] -git-tree-sha1 = "2f0486047a07670caad3a81a075d2e518acc5c59" -uuid = "a44049a8-05dd-5a78-86c9-5fde0876e88c" -version = "1.3.243+0" - -[[deps.Wayland_jll]] -deps = ["Artifacts", "EpollShim_jll", "Expat_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg", "XML2_jll"] -git-tree-sha1 = "7558e29847e99bc3f04d6569e82d0f5c54460703" -uuid = "a2964d1f-97da-50d4-b82a-358c7fce9d89" -version = "1.21.0+1" - -[[deps.Wayland_protocols_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] -git-tree-sha1 = "93f43ab61b16ddfb2fd3bb13b3ce241cafb0e6c9" -uuid = "2381bf8a-dfd0-557d-9999-79630e7b1b91" -version = "1.31.0+0" - -[[deps.WeakRefStrings]] -deps = ["DataAPI", "InlineStrings", "Parsers"] -git-tree-sha1 = "b1be2855ed9ed8eac54e5caff2afcdb442d52c23" -uuid = "ea10d353-3f73-51f8-a26c-33c1cb351aa5" -version = "1.4.2" - -[[deps.WorkerUtilities]] -git-tree-sha1 = "cd1659ba0d57b71a464a29e64dbc67cfe83d54e7" -uuid = "76eceee3-57b5-4d4a-8e66-0e911cebbf60" -version = "1.6.1" - -[[deps.XML2_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"] -git-tree-sha1 = "6a451c6f33a176150f315726eba8b92fbfdb9ae7" -uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a" -version = "2.13.4+0" - -[[deps.XSLT_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Libgcrypt_jll", "Libgpg_error_jll", "Libiconv_jll", "XML2_jll", "Zlib_jll"] -git-tree-sha1 = "a54ee957f4c86b526460a720dbc882fa5edcbefc" -uuid = "aed1982a-8fda-507f-9586-7b0439959a61" -version = "1.1.41+0" - -[[deps.XZ_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "15e637a697345f6743674f1322beefbc5dcd5cfc" -uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800" -version = "5.6.3+0" - -[[deps.Xorg_libICE_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "326b4fea307b0b39892b3e85fa451692eda8d46c" -uuid = "f67eecfb-183a-506d-b269-f58e52b52d7c" -version = "1.1.1+0" - -[[deps.Xorg_libSM_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libICE_jll"] -git-tree-sha1 = "3796722887072218eabafb494a13c963209754ce" -uuid = "c834827a-8449-5923-a945-d239c165b7dd" -version = "1.2.4+0" - -[[deps.Xorg_libX11_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxcb_jll", "Xorg_xtrans_jll"] -git-tree-sha1 = "afead5aba5aa507ad5a3bf01f58f82c8d1403495" -uuid = "4f6342f7-b3d2-589e-9d20-edeb45f2b2bc" -version = "1.8.6+0" - -[[deps.Xorg_libXau_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "6035850dcc70518ca32f012e46015b9beeda49d8" -uuid = "0c0b7dd1-d40b-584c-a123-a41640f87eec" -version = "1.0.11+0" - -[[deps.Xorg_libXcursor_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXfixes_jll", "Xorg_libXrender_jll"] -git-tree-sha1 = "12e0eb3bc634fa2080c1c37fccf56f7c22989afd" -uuid = "935fb764-8cf2-53bf-bb30-45bb1f8bf724" -version = "1.2.0+4" - -[[deps.Xorg_libXdmcp_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "34d526d318358a859d7de23da945578e8e8727b7" -uuid = "a3789734-cfe1-5b06-b2d0-1dd0d9d62d05" -version = "1.1.4+0" - -[[deps.Xorg_libXext_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"] -git-tree-sha1 = "d2d1a5c49fae4ba39983f63de6afcbea47194e85" -uuid = "1082639a-0dae-5f34-9b06-72781eeb8cb3" -version = "1.3.6+0" - -[[deps.Xorg_libXfixes_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libX11_jll"] -git-tree-sha1 = "0e0dc7431e7a0587559f9294aeec269471c991a4" -uuid = "d091e8ba-531a-589c-9de9-94069b037ed8" -version = "5.0.3+4" - -[[deps.Xorg_libXi_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll", "Xorg_libXfixes_jll"] -git-tree-sha1 = "89b52bc2160aadc84d707093930ef0bffa641246" -uuid = "a51aa0fd-4e3c-5386-b890-e753decda492" -version = "1.7.10+4" - -[[deps.Xorg_libXinerama_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll"] -git-tree-sha1 = "26be8b1c342929259317d8b9f7b53bf2bb73b123" -uuid = "d1454406-59df-5ea1-beac-c340f2130bc3" -version = "1.1.4+4" - -[[deps.Xorg_libXrandr_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libXext_jll", "Xorg_libXrender_jll"] -git-tree-sha1 = "34cea83cb726fb58f325887bf0612c6b3fb17631" -uuid = "ec84b674-ba8e-5d96-8ba1-2a689ba10484" -version = "1.5.2+4" - -[[deps.Xorg_libXrender_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"] -git-tree-sha1 = "47e45cd78224c53109495b3e324df0c37bb61fbe" -uuid = "ea2f1a96-1ddc-540d-b46f-429655e07cfa" -version = "0.9.11+0" - -[[deps.Xorg_libpthread_stubs_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "8fdda4c692503d44d04a0603d9ac0982054635f9" -uuid = "14d82f49-176c-5ed1-bb49-ad3f5cbd8c74" -version = "0.1.1+0" - -[[deps.Xorg_libxcb_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "XSLT_jll", "Xorg_libXau_jll", "Xorg_libXdmcp_jll", "Xorg_libpthread_stubs_jll"] -git-tree-sha1 = "bcd466676fef0878338c61e655629fa7bbc69d8e" -uuid = "c7cfdc94-dc32-55de-ac96-5a1b8d977c5b" -version = "1.17.0+0" - -[[deps.Xorg_libxkbfile_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"] -git-tree-sha1 = "730eeca102434283c50ccf7d1ecdadf521a765a4" -uuid = "cc61e674-0454-545c-8b26-ed2c68acab7a" -version = "1.1.2+0" - -[[deps.Xorg_xcb_util_cursor_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_jll", "Xorg_xcb_util_renderutil_jll"] -git-tree-sha1 = "04341cb870f29dcd5e39055f895c39d016e18ccd" -uuid = "e920d4aa-a673-5f3a-b3d7-f755a4d47c43" -version = "0.1.4+0" - -[[deps.Xorg_xcb_util_image_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"] -git-tree-sha1 = "0fab0a40349ba1cba2c1da699243396ff8e94b97" -uuid = "12413925-8142-5f55-bb0e-6d7ca50bb09b" -version = "0.4.0+1" - -[[deps.Xorg_xcb_util_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libxcb_jll"] -git-tree-sha1 = "e7fd7b2881fa2eaa72717420894d3938177862d1" -uuid = "2def613f-5ad1-5310-b15b-b15d46f528f5" -version = "0.4.0+1" - -[[deps.Xorg_xcb_util_keysyms_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"] -git-tree-sha1 = "d1151e2c45a544f32441a567d1690e701ec89b00" -uuid = "975044d2-76e6-5fbe-bf08-97ce7c6574c7" -version = "0.4.0+1" - -[[deps.Xorg_xcb_util_renderutil_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"] -git-tree-sha1 = "dfd7a8f38d4613b6a575253b3174dd991ca6183e" -uuid = "0d47668e-0667-5a69-a72c-f761630bfb7e" -version = "0.3.9+1" - -[[deps.Xorg_xcb_util_wm_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"] -git-tree-sha1 = "e78d10aab01a4a154142c5006ed44fd9e8e31b67" -uuid = "c22f9ab0-d5fe-5066-847c-f4bb1cd4e361" -version = "0.4.1+1" - -[[deps.Xorg_xkbcomp_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxkbfile_jll"] -git-tree-sha1 = "330f955bc41bb8f5270a369c473fc4a5a4e4d3cb" -uuid = "35661453-b289-5fab-8a00-3d9160c6a3a4" -version = "1.4.6+0" - -[[deps.Xorg_xkeyboard_config_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xkbcomp_jll"] -git-tree-sha1 = "691634e5453ad362044e2ad653e79f3ee3bb98c3" -uuid = "33bec58e-1273-512f-9401-5d533626f822" -version = "2.39.0+0" - -[[deps.Xorg_xtrans_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "e92a1a012a10506618f10b7047e478403a046c77" -uuid = "c5fb5394-a638-5e4d-96e5-b29de1b5cf10" -version = "1.5.0+0" - -[[deps.ZipFile]] -deps = ["Libdl", "Printf", "Zlib_jll"] -git-tree-sha1 = "f492b7fe1698e623024e873244f10d89c95c340a" -uuid = "a5390f91-8eb1-5f08-bee0-b1d1ffed6cea" -version = "0.10.1" - -[[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 = "555d1076590a6cc2fdee2ef1469451f872d8b41b" -uuid = "3161d3a3-bdf6-5164-811a-617609db77b4" -version = "1.5.6+1" - -[[deps.Zygote]] -deps = ["AbstractFFTs", "ChainRules", "ChainRulesCore", "DiffRules", "Distributed", "FillArrays", "ForwardDiff", "GPUArrays", "GPUArraysCore", "IRTools", "InteractiveUtils", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NaNMath", "PrecompileTools", "Random", "Requires", "SparseArrays", "SpecialFunctions", "Statistics", "ZygoteRules"] -git-tree-sha1 = "f816633be6dc5c0ed9ffedda157ecfda0b3b6a69" -uuid = "e88e6eb3-aa80-5325-afca-941959d7151f" -version = "0.6.72" - - [deps.Zygote.extensions] - ZygoteColorsExt = "Colors" - ZygoteDistancesExt = "Distances" - ZygoteTrackerExt = "Tracker" - - [deps.Zygote.weakdeps] - Colors = "5ae59095-9a9b-59fe-a467-6f913c188581" - Distances = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7" - Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" - -[[deps.ZygoteRules]] -deps = ["ChainRulesCore", "MacroTools"] -git-tree-sha1 = "27798139afc0a2afa7b1824c206d5e87ea587a00" -uuid = "700de1a5-db45-46bc-99cf-38207098b444" -version = "0.2.5" - -[[deps.eudev_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"] -git-tree-sha1 = "431b678a28ebb559d224c0b6b6d01afce87c51ba" -uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06" -version = "3.2.9+0" - -[[deps.fzf_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "936081b536ae4aa65415d869287d43ef3cb576b2" -uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09" -version = "0.53.0+0" - -[[deps.gperf_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] -git-tree-sha1 = "3516a5630f741c9eecb3720b1ec9d8edc3ecc033" -uuid = "1a1c6b14-54f6-533d-8383-74cd7377aa70" -version = "3.1.1+0" - -[[deps.libaec_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "46bf7be2917b59b761247be3f317ddf75e50e997" -uuid = "477f73a3-ac25-53e9-8cc3-50b2fa2566f0" -version = "1.1.2+0" - -[[deps.libaom_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "1827acba325fdcdf1d2647fc8d5301dd9ba43a9d" -uuid = "a4ae2306-e953-59d6-aa16-d00cac43593b" -version = "3.9.0+0" - -[[deps.libass_jll]] -deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Zlib_jll"] -git-tree-sha1 = "e17c115d55c5fbb7e52ebedb427a0dca79d4484e" -uuid = "0ac62f75-1d6f-5e53-bd7c-93b484bb37c0" -version = "0.15.2+0" - -[[deps.libblastrampoline_jll]] -deps = ["Artifacts", "Libdl"] -uuid = "8e850b90-86db-534c-a0d3-1478176c7d93" -version = "5.8.0+1" - -[[deps.libdecor_jll]] -deps = ["Artifacts", "Dbus_jll", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pango_jll", "Wayland_jll", "xkbcommon_jll"] -git-tree-sha1 = "9bf7903af251d2050b467f76bdbe57ce541f7f4f" -uuid = "1183f4f0-6f2a-5f1a-908b-139f9cdfea6f" -version = "0.2.2+0" - -[[deps.libevdev_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] -git-tree-sha1 = "141fe65dc3efabb0b1d5ba74e91f6ad26f84cc22" -uuid = "2db6ffa8-e38f-5e21-84af-90c45d0032cc" -version = "1.11.0+0" - -[[deps.libfdk_aac_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl"] -git-tree-sha1 = "8a22cf860a7d27e4f3498a0fe0811a7957badb38" -uuid = "f638f0a6-7fb0-5443-88ba-1cc74229b280" -version = "2.0.3+0" - -[[deps.libinput_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "eudev_jll", "libevdev_jll", "mtdev_jll"] -git-tree-sha1 = "ad50e5b90f222cfe78aa3d5183a20a12de1322ce" -uuid = "36db933b-70db-51c0-b978-0f229ee0e533" -version = "1.18.0+0" - -[[deps.libpng_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"] -git-tree-sha1 = "b70c870239dc3d7bc094eb2d6be9b73d27bef280" -uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f" -version = "1.6.44+0" - -[[deps.libvorbis_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"] -git-tree-sha1 = "490376214c4721cdaca654041f635213c6165cb3" -uuid = "f27f6e37-5d2b-51aa-960f-b287f2bc3b7a" -version = "1.3.7+2" - -[[deps.mtdev_jll]] -deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] -git-tree-sha1 = "814e154bdb7be91d78b6802843f76b6ece642f11" -uuid = "009596ad-96f7-51b1-9f1b-5ce2d5e8a71e" -version = "1.1.6+0" - -[[deps.nghttp2_jll]] -deps = ["Artifacts", "Libdl"] -uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d" -version = "1.52.0+1" - -[[deps.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"