catch up commit, about to do some work on prediction loop

quietlight

Jan 30, 2024, 12:16 AM

NMQCXLNGPIKUKMNKEIVUBYUNJQDM63IVKRVMQHVV5TLH6OBNF3IAC

Dependencies

[2] OFTU77S5 first commit
[3] 2UBDFCJH new files tracked
[4] 3FAESP6N catch up with changes, mainly construct primary dataset
[5] NV7FXZ5Q first commit
[6] U46LDPL7 added model, CUDA works again now on ubuntu
[7] RBXUHIO2 made somn small changes and reverted them mostly
[8] EDYR5C55 fixed ConstructPrimaryDataSet, licence date, Readme, re-arranged Predict.jl

Change contents

replacement in src/Train.jl at line 30

[4.1]→[5.336312:336379](∅→∅),[5.336312]→[5.336312:336379](∅→∅),[5.336379]→[4.2:114](∅→∅)

glob_pattern = "Clips_2023-09-11/[D,F,M,N]/*.png" #from SSD2/Clips
model = "/media/david/SSD1/model_K1-4_CPU_epoch-10-0.984-2023-11-20.jld2"
train("Test", 2, glob_pattern, model)

[4.1]

[5.336642]

glob_pattern = "kiwi_set_2023-11-13/*/[N,K]/*.png" #from SSD2/PrimaryDataset
model = "/media/david/SSD2/PrimaryDataset/model_K1-5_CPU_epoch-6-0.9795-2023-12-16.jld2"
train("K1-5_ft1", 10, glob_pattern, model, 0.95, 64)

glob_pattern = "*/[D,F,M,N]/*.png" #from SSD2/Clips
model = "/media/david/SSD2/PrimaryDataset/model_K1-5_CPU_epoch-6-0.9795-2023-12-16.jld2"
train("DFMN1-5", 20, glob_pattern, model)
replacement in src/Predict.jl at line 33

[5.22]→[5.367217:367291](∅→∅),[5.367217]→[5.367217:367291](∅→∅)

model = "/media/david/SSD1/model_K1-4_CPU_epoch-10-0.984-2023-11-20.jld2"

[5.22]

[5.367291]

model = "/media/david/SSD2/PrimaryDataset/model_K1-5_CPU_epoch-6-0.9795-2023-12-16.jld2"
replacement in src/Predict.jl at line 286

[5.374910]→[5.374910:374994](∅→∅)

scores.to_csv("scores-2023-11-13.csv")
preds.to_csv("preds-2023-11-13.csv")

[5.374910]

[5.374994]

scores.to_csv("scores-2023-12-27.csv")
preds.to_csv("preds-2023-12-27.csv")
replacement in src/Predict.jl at line 292

[5.375085]→[5.375085:375087](∅→∅)

=#

[5.375085]

=#
replacement in src/Labels.jl at line 66

[3.1701]→[3.1701:1837](∅→∅)

COPY pomona_labels_20230418 FROM 'DB_Labels/pomona_labels_2023-11-02.csv';
COPY pomona_files FROM 'DB_Files/pomona_files_20231102.csv';

[3.1701]

[3.1837]

COPY pomona_labels_20230418 FROM 'DB_Labels/pomona_labels_2023-12-28.csv';
COPY pomona_files FROM 'DB_Files/pomona_files_20231228.csv';
replacement in src/FileMetaData.jl at line 16

[3.4855]→[3.4855:4950](∅→∅)

CSV.write("/media/david/Pomona-3/Pomona-3/pomona_files_20231102.csv", df; append=true)

[3.4855]

[3.4950]

CSV.write("/media/david/SSD3/Pomona-4/pomona_files_20231228.csv", df; append=true)
replacement in src/FileMetaData.jl at line 20

[3.5003]→[3.5003:5041](∅→∅)

cd("/media/david/Pomona-3/Pomona-3/")

[3.5003]

[3.5041]

cd("/media/david/SSD3/Pomona-4/")
replacement in src/Clips.jl at line 16

[3.13038]→[3.13038:13089](∅→∅)

It saves wav and png files to /home/david/Upload/

[3.13038]

[3.13089]

It saves wav and png files to current working directory, ie Pomona-3
replacement in Manifest.toml at line 3

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julia_version = "1.10.0-rc1"

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julia_version = "1.10.0"
replacement in Manifest.toml at line 5

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project_hash = "0a8a9a3da94033af1bff622068f7e35b690f3cf2"

[2.10259938]

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AbstractFFTsTestExt = "Test"

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edit in Manifest.toml at line 36

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[[deps.ArnoldiMethod]]
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edit in Manifest.toml at line 49

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ArrayInterfaceBlockBandedMatricesExt = "BlockBandedMatrices"
ArrayInterfaceCUDAExt = "CUDA"
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ArrayInterfaceStaticArraysCoreExt = "StaticArraysCore"
ArrayInterfaceTrackerExt = "Tracker"

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edit in Manifest.toml at line 67

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[[deps.Atomix]]
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edit in Manifest.toml at line 80

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[deps.BangBang.extensions]
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BangBangDataFramesExt = "DataFrames"
BangBangStaticArraysExt = "StaticArrays"
BangBangStructArraysExt = "StructArrays"
BangBangTypedTablesExt = "TypedTables"

[deps.BangBang.weakdeps]
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edit in Manifest.toml at line 119

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replacement in Manifest.toml at line 126

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[[deps.CPUSummary]]
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git-tree-sha1 = "44dbf560808d49041989b8a96cae4cffbeb7966a"

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version = "0.10.11"

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version = "0.10.12"

[[deps.CUDA]]
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version = "1.0.2"
edit in Manifest.toml at line 371

[2.10262513]

[2.10262513]

[[deps.DSP]]
deps = ["Compat", "FFTW", "IterTools", "LinearAlgebra", "Polynomials", "Random", "Reexport", "SpecialFunctions", "Statistics"]
git-tree-sha1 = "f7f4319567fe769debfcf7f8c03d8da1dd4e2fb0"
uuid = "717857b8-e6f2-59f4-9121-6e50c889abd2"
version = "0.7.9"
replacement in Manifest.toml at line 396

[2.10263456]→[2.10263456:10263515](∅→∅)

git-tree-sha1 = "3dbd312d370723b6bb43ba9d02fc36abade4518d"

[2.10263456]

[2.10263515]

git-tree-sha1 = "ac67408d9ddf207de5cfa9a97e114352430f01ed"
replacement in Manifest.toml at line 398

[2.10263561]→[2.10263561:10263581](∅→∅)

version = "0.18.15"

[2.10263561]

[2.10263581]

version = "0.18.16"
edit in Manifest.toml at line 404

[2.10263734]→[2.10263734:10263919](∅→∅)

[[deps.DataValues]]
deps = ["DataValueInterfaces", "Dates"]
git-tree-sha1 = "d88a19299eba280a6d062e135a43f00323ae70bf"
uuid = "e7dc6d0d-1eca-5fa6-8ad6-5aecde8b7ea5"
version = "0.4.13"
edit in Manifest.toml at line 408

[2.10263999]

[2.10263999]

[[deps.DefineSingletons]]
git-tree-sha1 = "0fba8b706d0178b4dc7fd44a96a92382c9065c2c"
uuid = "244e2a9f-e319-4986-a169-4d1fe445cd52"
version = "0.1.2"
edit in Manifest.toml at line 419

[2.10264163]

[2.10264163]

[[deps.DiffResults]]
deps = ["StaticArraysCore"]
git-tree-sha1 = "782dd5f4561f5d267313f23853baaaa4c52ea621"
uuid = "163ba53b-c6d8-5494-b064-1a9d43ac40c5"
version = "1.1.0"

[[deps.DiffRules]]
deps = ["IrrationalConstants", "LogExpFunctions", "NaNMath", "Random", "SpecialFunctions"]
git-tree-sha1 = "23163d55f885173722d1e4cf0f6110cdbaf7e272"
uuid = "b552c78f-8df3-52c6-915a-8e097449b14b"
version = "1.15.1"

[[deps.Distances]]
deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
version = "0.10.11"
weakdeps = ["ChainRulesCore", "SparseArrays"]
edit in Manifest.toml at line 439

[2.10264164]

[2.10264164]

[deps.Distances.extensions]
DistancesChainRulesCoreExt = "ChainRulesCore"
DistancesSparseArraysExt = "SparseArrays"

[[deps.Distributed]]
deps = ["Random", "Serialization", "Sockets"]
uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
edit in Manifest.toml at line 453

[2.10264336]→[2.10264336:10264610](∅→∅)

[[deps.DoubleFloats]]
deps = ["GenericLinearAlgebra", "LinearAlgebra", "Polynomials", "Printf", "Quadmath", "Random", "Requires", "SpecialFunctions"]
git-tree-sha1 = "8e67c40c908c147d371ee4b38ce653c85a2048b9"
uuid = "497a8b3b-efae-58df-a0af-a86822472b78"
version = "1.2.5"
replacement in Manifest.toml at line 459

[2.10264775]→[2.10264775:10264953](∅→∅)

deps = ["DBInterface", "DataFrames", "Dates", "DuckDB_jll", "FixedPointDecimals", "Tables", "UUIDs", "WeakRefStrings"]
git-tree-sha1 = "88cd745f64a570e7f865c49c17f59822f7f7e47b"

[2.10264775]

[2.10264953]

deps = ["DBInterface", "Dates", "DuckDB_jll", "FixedPointDecimals", "Tables", "UUIDs", "WeakRefStrings"]
git-tree-sha1 = "01826e41eabf087414b1075e22395c87b2f2c97b"
replacement in Manifest.toml at line 462

[2.10264999]→[2.10264999:10265017](∅→∅)

version = "0.8.1"

[2.10264999]

[2.10265017]

version = "0.9.1"
replacement in Manifest.toml at line 466

[2.10265083]→[2.10265083:10265142](∅→∅)

git-tree-sha1 = "f23f3781c620a97a9d0f7e4e057e94f9c9ef70e1"

[2.10265083]

[2.10265142]

git-tree-sha1 = "08f5e30dd60123ec5e665018ed2a0b1120be448f"
replacement in Manifest.toml at line 468

[2.10265188]→[2.10265188:10265208](∅→∅)

version = "0.8.1+0"

[2.10265188]

[2.10265208]

version = "0.9.2+0"
replacement in Manifest.toml at line 472

[2.10265254]→[2.10265254:10265313](∅→∅)

git-tree-sha1 = "e90caa41f5a86296e014e148ee061bd6c3edec96"

[2.10265254]

[2.10265313]

git-tree-sha1 = "dcb08a0d93ec0b1cdc4af184b26b591e9695423a"
replacement in Manifest.toml at line 474

[2.10265359]→[2.10265359:10265377](∅→∅)

version = "0.1.9"

[2.10265359]

[2.10265377]

version = "0.1.10"
edit in Manifest.toml at line 480

[2.10265521]

[2.10265521]

[[deps.EzXML]]
deps = ["Printf", "XML2_jll"]
git-tree-sha1 = "380053d61bb9064d6aa4a9777413b40429c79901"
uuid = "8f5d6c58-4d21-5cfd-889c-e3ad7ee6a615"
version = "1.2.0"

[[deps.FFTViews]]
deps = ["CustomUnitRanges", "FFTW"]
git-tree-sha1 = "cbdf14d1e8c7c8aacbe8b19862e0179fd08321c2"
uuid = "4f61f5a4-77b1-5117-aa51-3ab5ef4ef0cd"
version = "0.3.2"

[[deps.FFTW]]
deps = ["AbstractFFTs", "FFTW_jll", "LinearAlgebra", "MKL_jll", "Preferences", "Reexport"]
git-tree-sha1 = "ec22cbbcd01cba8f41eecd7d44aac1f23ee985e3"
uuid = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
version = "1.7.2"

[[deps.FFTW_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "c6033cc3892d0ef5bb9cd29b7f2f0331ea5184ea"
uuid = "f5851436-0d7a-5f13-b9de-f02708fd171a"
version = "3.3.10+0"

[[deps.FLAC]]
deps = ["FLAC_jll", "FileIO"]
git-tree-sha1 = "ef75491ae4607fe87c1ffbe92dd6d9843b47aedf"
uuid = "abae9e3b-a9a0-4778-b5c6-ca109b507d99"
version = "0.3.0"

[[deps.FLAC_jll]]
deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
git-tree-sha1 = "f2c9884b0a97d3255988fbd8f062cafc6cb37b97"
uuid = "1d38b3a6-207b-531b-80e8-c83f48dafa73"
version = "1.4.2+0"

[[deps.FLoops]]
deps = ["BangBang", "Compat", "FLoopsBase", "InitialValues", "JuliaVariables", "MLStyle", "Serialization", "Setfield", "Transducers"]
git-tree-sha1 = "ffb97765602e3cbe59a0589d237bf07f245a8576"
uuid = "cc61a311-1640-44b5-9fba-1b764f453329"
version = "0.2.1"

[[deps.FLoopsBase]]
deps = ["ContextVariablesX"]
git-tree-sha1 = "656f7a6859be8673bf1f35da5670246b923964f7"
uuid = "b9860ae5-e623-471e-878b-f6a53c775ea6"
version = "0.1.1"
replacement in Manifest.toml at line 531

[2.10265574]→[2.10265574:10265633](∅→∅)

git-tree-sha1 = "299dc33549f68299137e51e6d49a13b5b1da9673"

[2.10265574]

[2.10265633]

git-tree-sha1 = "c5c28c245101bd59154f649e19b038d15901b5dc"
replacement in Manifest.toml at line 533

[2.10265679]→[2.10265679:10265904](∅→∅)

version = "1.16.1"

[[deps.FilePaths]]
deps = ["FilePathsBase", "MacroTools", "Reexport", "Requires"]
git-tree-sha1 = "919d9412dbf53a2e6fe74af62a73ceed0bce0629"
uuid = "8fc22ac5-c921-52a6-82fd-178b2807b824"
version = "0.8.3"

[2.10265679]

[2.10265904]

version = "1.16.2"
edit in Manifest.toml at line 543

[2.10266183]

[2.10266183]

[[deps.FillArrays]]
deps = ["LinearAlgebra", "Random"]
git-tree-sha1 = "5b93957f6dcd33fc343044af3d48c215be2562f1"
uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
version = "1.9.3"
edit in Manifest.toml at line 550

[2.10266184]

[2.10266184]

[deps.FillArrays.extensions]
FillArraysPDMatsExt = "PDMats"
FillArraysSparseArraysExt = "SparseArrays"
FillArraysStatisticsExt = "Statistics"

[deps.FillArrays.weakdeps]
PDMats = "90014a1f-27ba-587c-ab20-58faa44d9150"
SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
replacement in Manifest.toml at line 562

[2.10266231]→[2.10266231:10266290](∅→∅)

git-tree-sha1 = "d58aa8e85901dee0915262c1c2697c4037281982"

[2.10266231]

[2.10266290]

git-tree-sha1 = "94751652e8a52946b2d1a4646bdfc5202e71f964"
replacement in Manifest.toml at line 564

[2.10266336]→[2.10266336:10266354](∅→∅)

version = "0.4.3"

[2.10266336]

[2.10266354]

version = "0.4.4"
replacement in Manifest.toml at line 566

[2.10266355]→[2.10266355:10266712](∅→∅)

[[deps.Franklin]]
deps = ["Dates", "DelimitedFiles", "DocStringExtensions", "ExprTools", "FranklinTemplates", "HTTP", "Literate", "LiveServer", "Logging", "Markdown", "NodeJS", "OrderedCollections", "Pkg", "REPL", "Random", "TOML"]
git-tree-sha1 = "31e70717e0640d6576fe04d611a33df1c9c312d6"
uuid = "713c75ef-9fc9-4b05-94a9-213340da978e"
version = "0.10.95"

[2.10266355]

[2.10266712]

[[deps.FixedPointNumbers]]
deps = ["Statistics"]
git-tree-sha1 = "335bfdceacc84c5cdf16aadc768aa5ddfc5383cc"
uuid = "53c48c17-4a7d-5ca2-90c5-79b7896eea93"
version = "0.8.4"
replacement in Manifest.toml at line 572

[2.10266713]→[2.10266713:10266886](∅→∅)

[[deps.FranklinTemplates]]
deps = ["LiveServer"]
git-tree-sha1 = "c01813a615149ddb3b3d133f33de29d642fbe57b"
uuid = "3a985190-f512-4703-8d38-2a7944ed5916"
version = "0.10.2"

[2.10266713]

[2.10266886]

[[deps.Flux]]
deps = ["Adapt", "ChainRulesCore", "Compat", "Functors", "LinearAlgebra", "MLUtils", "MacroTools", "NNlib", "OneHotArrays", "Optimisers", "Preferences", "ProgressLogging", "Random", "Reexport", "SparseArrays", "SpecialFunctions", "Statistics", "Zygote"]
git-tree-sha1 = "2827339fbc2291d541a9c62ffbf28da7f3621ae4"
uuid = "587475ba-b771-5e3f-ad9e-33799f191a9c"
version = "0.14.9"

[deps.Flux.extensions]
FluxAMDGPUExt = "AMDGPU"
FluxCUDAExt = "CUDA"
FluxCUDAcuDNNExt = ["CUDA", "cuDNN"]
FluxMetalExt = "Metal"

[deps.Flux.weakdeps]
AMDGPU = "21141c5a-9bdb-4563-92ae-f87d6854732e"
CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
Metal = "dde4c033-4e86-420c-a63e-0dd931031962"
cuDNN = "02a925ec-e4fe-4b08-9a7e-0d78e3d38ccd"

[[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.FreqTables]]
deps = ["CategoricalArrays", "Missings", "NamedArrays", "Tables"]
git-tree-sha1 = "4693424929b4ec7ad703d68912a6ad6eff103cfe"
uuid = "da1fdf0e-e0ff-5433-a45f-9bb5ff651cb1"
version = "0.4.6"

[[deps.Functors]]
deps = ["LinearAlgebra"]
git-tree-sha1 = "9a68d75d466ccc1218d0552a8e1631151c569545"
uuid = "d9f16b24-f501-4c13-a1f2-28368ffc5196"
version = "0.4.5"
replacement in Manifest.toml at line 616

[2.10266968]→[2.10266968:10267192](∅→∅)

[[deps.GenericLinearAlgebra]]
deps = ["LinearAlgebra", "Printf", "Random", "libblastrampoline_jll"]
git-tree-sha1 = "02be7066f936af6b04669f7c370a31af9036c440"
uuid = "14197337-ba66-59df-a3e3-ca00e7dcff7a"
version = "0.3.11"

[2.10266968]

[2.10267192]

[[deps.GPUArrays]]
deps = ["Adapt", "GPUArraysCore", "LLVM", "LinearAlgebra", "Printf", "Random", "Reexport", "Serialization", "Statistics"]
git-tree-sha1 = "85d7fb51afb3def5dcb85ad31c3707795c8bccc1"
uuid = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7"
version = "9.1.0"

[[deps.GPUArraysCore]]
deps = ["Adapt"]
git-tree-sha1 = "2d6ca471a6c7b536127afccfa7564b5b39227fe0"
uuid = "46192b85-c4d5-4398-a991-12ede77f4527"
version = "0.1.5"

[[deps.GPUCompiler]]
deps = ["ExprTools", "InteractiveUtils", "LLVM", "Libdl", "Logging", "Scratch", "TimerOutputs", "UUIDs"]
git-tree-sha1 = "a846f297ce9d09ccba02ead0cae70690e072a119"
uuid = "61eb1bfa-7361-4325-ad38-22787b887f55"
version = "0.25.0"

[[deps.Glob]]
git-tree-sha1 = "97285bbd5230dd766e9ef6749b80fc617126d496"
uuid = "c27321d9-0574-5035-807b-f59d2c89b15c"
version = "1.3.1"

[[deps.Graphics]]
deps = ["Colors", "LinearAlgebra", "NaNMath"]
git-tree-sha1 = "d61890399bc535850c4bf08e4e0d3a7ad0f21cbd"
uuid = "a2bd30eb-e257-5431-a919-1863eab51364"
version = "1.1.2"

[[deps.Graphs]]
deps = ["ArnoldiMethod", "Compat", "DataStructures", "Distributed", "Inflate", "LinearAlgebra", "Random", "SharedArrays", "SimpleTraits", "SparseArrays", "Statistics"]
git-tree-sha1 = "899050ace26649433ef1af25bc17a815b3db52b7"
uuid = "86223c79-3864-5bf0-83f7-82e725a168b6"
version = "1.9.0"
replacement in Manifest.toml at line 653

[2.10267421]→[2.10267421:10267480](∅→∅)

git-tree-sha1 = "5eab648309e2e060198b45820af1a37182de3cce"

[2.10267421]

[2.10267480]

git-tree-sha1 = "abbbb9ec3afd783a7cbd82ef01dcd088ea051398"
replacement in Manifest.toml at line 655

[2.10267526]→[2.10267526:10267545](∅→∅)

version = "1.10.0"

[2.10267526]

[2.10267545]

version = "1.10.1"
replacement in Manifest.toml at line 657

[2.10267546]→[2.10267546:10267717](∅→∅)

[[deps.IOCapture]]
deps = ["Logging", "Random"]
git-tree-sha1 = "d75853a0bdbfb1ac815478bacd89cd27b550ace6"
uuid = "b5f81e59-6552-4d32-b1f0-c071b021bf89"
version = "0.2.3"

[2.10267546]

[2.10267717]

[[deps.HistogramThresholding]]
deps = ["ImageBase", "LinearAlgebra", "MappedArrays"]
git-tree-sha1 = "7194dfbb2f8d945abdaf68fa9480a965d6661e69"
uuid = "2c695a8d-9458-5d45-9878-1b8a99cf7853"
version = "0.3.1"

[[deps.HostCPUFeatures]]
deps = ["BitTwiddlingConvenienceFunctions", "IfElse", "Libdl", "Static"]
git-tree-sha1 = "eb8fed28f4994600e29beef49744639d985a04b2"
uuid = "3e5b6fbb-0976-4d2c-9146-d79de83f2fb0"
version = "0.1.16"

[[deps.IRTools]]
deps = ["InteractiveUtils", "MacroTools", "Test"]
git-tree-sha1 = "8aa91235360659ca7560db43a7d57541120aa31d"
uuid = "7869d1d1-7146-5819-86e3-90919afe41df"
version = "0.4.11"

[[deps.IfElse]]
git-tree-sha1 = "debdd00ffef04665ccbb3e150747a77560e8fad1"
uuid = "615f187c-cbe4-4ef1-ba3b-2fcf58d6d173"
version = "0.1.1"

[[deps.ImageAxes]]
deps = ["AxisArrays", "ImageBase", "ImageCore", "Reexport", "SimpleTraits"]
git-tree-sha1 = "2e4520d67b0cef90865b3ef727594d2a58e0e1f8"
uuid = "2803e5a7-5153-5ecf-9a86-9b4c37f5f5ac"
version = "0.6.11"

[[deps.ImageBase]]
deps = ["ImageCore", "Reexport"]
git-tree-sha1 = "eb49b82c172811fd2c86759fa0553a2221feb909"
uuid = "c817782e-172a-44cc-b673-b171935fbb9e"
version = "0.1.7"

[[deps.ImageBinarization]]
deps = ["HistogramThresholding", "ImageCore", "LinearAlgebra", "Polynomials", "Reexport", "Statistics"]
git-tree-sha1 = "f5356e7203c4a9954962e3757c08033f2efe578a"
uuid = "cbc4b850-ae4b-5111-9e64-df94c024a13d"
version = "0.3.0"

[[deps.ImageContrastAdjustment]]
deps = ["ImageBase", "ImageCore", "ImageTransformations", "Parameters"]
git-tree-sha1 = "eb3d4365a10e3f3ecb3b115e9d12db131d28a386"
uuid = "f332f351-ec65-5f6a-b3d1-319c6670881a"
version = "0.3.12"

[[deps.ImageCore]]
deps = ["AbstractFFTs", "ColorVectorSpace", "Colors", "FixedPointNumbers", "MappedArrays", "MosaicViews", "OffsetArrays", "PaddedViews", "PrecompileTools", "Reexport"]
git-tree-sha1 = "fc5d1d3443a124fde6e92d0260cd9e064eba69f8"
uuid = "a09fc81d-aa75-5fe9-8630-4744c3626534"
version = "0.10.1"

[[deps.ImageCorners]]
deps = ["ImageCore", "ImageFiltering", "PrecompileTools", "StaticArrays", "StatsBase"]
git-tree-sha1 = "24c52de051293745a9bad7d73497708954562b79"
uuid = "89d5987c-236e-4e32-acd0-25bd6bd87b70"
version = "0.1.3"

[[deps.ImageDistances]]
deps = ["Distances", "ImageCore", "ImageMorphology", "LinearAlgebra", "Statistics"]
git-tree-sha1 = "08b0e6354b21ef5dd5e49026028e41831401aca8"
uuid = "51556ac3-7006-55f5-8cb3-34580c88182d"
version = "0.2.17"

[[deps.ImageFiltering]]
deps = ["CatIndices", "ComputationalResources", "DataStructures", "FFTViews", "FFTW", "ImageBase", "ImageCore", "LinearAlgebra", "OffsetArrays", "PrecompileTools", "Reexport", "SparseArrays", "StaticArrays", "Statistics", "TiledIteration"]
git-tree-sha1 = "432ae2b430a18c58eb7eca9ef8d0f2db90bc749c"
uuid = "6a3955dd-da59-5b1f-98d4-e7296123deb5"
version = "0.7.8"

[[deps.ImageIO]]
deps = ["FileIO", "IndirectArrays", "JpegTurbo", "LazyModules", "Netpbm", "OpenEXR", "PNGFiles", "QOI", "Sixel", "TiffImages", "UUIDs"]
git-tree-sha1 = "bca20b2f5d00c4fbc192c3212da8fa79f4688009"
uuid = "82e4d734-157c-48bb-816b-45c225c6df19"
version = "0.6.7"

[[deps.ImageMagick]]
deps = ["FileIO", "ImageCore", "ImageMagick_jll", "InteractiveUtils"]
git-tree-sha1 = "b0b765ff0b4c3ee20ce6740d843be8dfce48487c"
uuid = "6218d12a-5da1-5696-b52f-db25d2ecc6d1"
version = "1.3.0"

[[deps.ImageMagick_jll]]
deps = ["JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pkg", "Zlib_jll", "libpng_jll"]
git-tree-sha1 = "1c0a2295cca535fabaf2029062912591e9b61987"
uuid = "c73af94c-d91f-53ed-93a7-00f77d67a9d7"
version = "6.9.10-12+3"

[[deps.ImageMetadata]]
deps = ["AxisArrays", "ImageAxes", "ImageBase", "ImageCore"]
git-tree-sha1 = "355e2b974f2e3212a75dfb60519de21361ad3cb7"
uuid = "bc367c6b-8a6b-528e-b4bd-a4b897500b49"
version = "0.9.9"

[[deps.ImageMorphology]]
deps = ["DataStructures", "ImageCore", "LinearAlgebra", "LoopVectorization", "OffsetArrays", "Requires", "TiledIteration"]
git-tree-sha1 = "6f0a801136cb9c229aebea0df296cdcd471dbcd1"
uuid = "787d08f9-d448-5407-9aad-5290dd7ab264"
version = "0.4.5"

[[deps.ImageQualityIndexes]]
deps = ["ImageContrastAdjustment", "ImageCore", "ImageDistances", "ImageFiltering", "LazyModules", "OffsetArrays", "PrecompileTools", "Statistics"]
git-tree-sha1 = "783b70725ed326340adf225be4889906c96b8fd1"
uuid = "2996bd0c-7a13-11e9-2da2-2f5ce47296a9"
version = "0.3.7"

[[deps.ImageSegmentation]]
deps = ["Clustering", "DataStructures", "Distances", "Graphs", "ImageCore", "ImageFiltering", "ImageMorphology", "LinearAlgebra", "MetaGraphs", "RegionTrees", "SimpleWeightedGraphs", "StaticArrays", "Statistics"]
git-tree-sha1 = "3ff0ca203501c3eedde3c6fa7fd76b703c336b5f"
uuid = "80713f31-8817-5129-9cf8-209ff8fb23e1"
version = "1.8.2"

[[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.ImageTransformations]]
deps = ["AxisAlgorithms", "CoordinateTransformations", "ImageBase", "ImageCore", "Interpolations", "OffsetArrays", "Rotations", "StaticArrays"]
git-tree-sha1 = "e0884bdf01bbbb111aea77c348368a86fb4b5ab6"
uuid = "02fcd773-0e25-5acc-982a-7f6622650795"
version = "0.10.1"

[[deps.Images]]
deps = ["Base64", "FileIO", "Graphics", "ImageAxes", "ImageBase", "ImageBinarization", "ImageContrastAdjustment", "ImageCore", "ImageCorners", "ImageDistances", "ImageFiltering", "ImageIO", "ImageMagick", "ImageMetadata", "ImageMorphology", "ImageQualityIndexes", "ImageSegmentation", "ImageShow", "ImageTransformations", "IndirectArrays", "IntegralArrays", "Random", "Reexport", "SparseArrays", "StaticArrays", "Statistics", "StatsBase", "TiledIteration"]
git-tree-sha1 = "d438268ed7a665f8322572be0dabda83634d5f45"
uuid = "916415d5-f1e6-5110-898d-aaa5f9f070e0"
version = "0.26.0"

[[deps.Imath_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "3d09a9f60edf77f8a4d99f9e015e8fbf9989605d"
uuid = "905a6f67-0a94-5f89-b386-d35d92009cd1"
version = "3.1.7+0"

[[deps.IndirectArrays]]
git-tree-sha1 = "012e604e1c7458645cb8b436f8fba789a51b257f"
uuid = "9b13fd28-a010-5f03-acff-a1bbcff69959"
version = "1.0.0"

[[deps.Inflate]]
git-tree-sha1 = "ea8031dea4aff6bd41f1df8f2fdfb25b33626381"
uuid = "d25df0c9-e2be-5dd7-82c8-3ad0b3e990b9"
version = "0.1.4"

[[deps.InitialValues]]
git-tree-sha1 = "4da0f88e9a39111c2fa3add390ab15f3a44f3ca3"
uuid = "22cec73e-a1b8-11e9-2c92-598750a2cf9c"
version = "0.3.1"
edit in Manifest.toml at line 814

[2.10267883]

[2.10267883]

[[deps.IntegralArrays]]
deps = ["ColorTypes", "FixedPointNumbers", "IntervalSets"]
git-tree-sha1 = "be8e690c3973443bec584db3346ddc904d4884eb"
uuid = "1d092043-8f09-5a30-832f-7509e371ab51"
version = "0.1.5"

[[deps.IntelOpenMP_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "5fdf2fe6724d8caabf43b557b84ce53f3b7e2f6b"
uuid = "1d5cc7b8-4909-519e-a0f8-d0f5ad9712d0"
version = "2024.0.2+0"
edit in Manifest.toml at line 831

[2.10267977]

[2.10267977]

[[deps.Interpolations]]
deps = ["Adapt", "AxisAlgorithms", "ChainRulesCore", "LinearAlgebra", "OffsetArrays", "Random", "Ratios", "Requires", "SharedArrays", "SparseArrays", "StaticArrays", "WoodburyMatrices"]
git-tree-sha1 = "88a101217d7cb38a7b481ccd50d21876e1d1b0e0"
uuid = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
version = "0.15.1"

[deps.Interpolations.extensions]
InterpolationsUnitfulExt = "Unitful"

[deps.Interpolations.weakdeps]
Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"

[[deps.IntervalSets]]
deps = ["Dates", "Random"]
git-tree-sha1 = "3d8866c029dd6b16e69e0d4a939c4dfcb98fac47"
uuid = "8197267c-284f-5f27-9208-e0e47529a953"
version = "0.7.8"
weakdeps = ["Statistics"]

[deps.IntervalSets.extensions]
IntervalSetsStatisticsExt = "Statistics"
replacement in Manifest.toml at line 863

[2.10268279]→[2.10268279:10268526](∅→∅)

[[deps.IterableTables]]
deps = ["DataValues", "IteratorInterfaceExtensions", "Requires", "TableTraits", "TableTraitsUtils"]
git-tree-sha1 = "70300b876b2cebde43ebc0df42bc8c94a144e1b4"
uuid = "1c8ee90f-4401-5389-894e-7a04a3dc0f4d"
version = "1.0.0"

[2.10268279]

[2.10268526]

[[deps.IterTools]]
git-tree-sha1 = "42d5f897009e7ff2cf88db414a389e5ed1bdd023"
uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
version = "1.10.0"
edit in Manifest.toml at line 872

[2.10268687]

[2.10268687]

[[deps.JLD2]]
deps = ["FileIO", "MacroTools", "Mmap", "OrderedCollections", "Pkg", "PrecompileTools", "Printf", "Reexport", "Requires", "TranscodingStreams", "UUIDs"]
git-tree-sha1 = "853b9e0b876e8c7093a824c4f83c619d23525e64"
uuid = "033835bb-8acc-5ee8-8aae-3f567f8a3819"
version = "0.4.43"
edit in Manifest.toml at line 890

[2.10269054]

[2.10269054]

[[deps.JpegTurbo]]
deps = ["CEnum", "FileIO", "ImageCore", "JpegTurbo_jll", "TOML"]
git-tree-sha1 = "fa6d0bcff8583bac20f1ffa708c3913ca605c611"
uuid = "b835a17e-a41a-41e7-81f0-2f016b05efe0"
version = "0.1.5"

[[deps.JpegTurbo_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "60b1194df0a3298f460063de985eae7b01bc011a"
uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
version = "3.0.1+0"
replacement in Manifest.toml at line 903

[2.10269055]→[2.10269055:10269273](∅→∅)

[[deps.JSON3]]
deps = ["Dates", "Mmap", "Parsers", "PrecompileTools", "StructTypes", "UUIDs"]
git-tree-sha1 = "95220473901735a0f4df9d1ca5b171b568b2daa3"
uuid = "0f8b85d8-7281-11e9-16c2-39a750bddbf1"
version = "1.13.2"

[2.10269055]

[2.10269273]

[[deps.JuliaNVTXCallbacks_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "af433a10f3942e882d3c671aacb203e006a5808f"
uuid = "9c1d0b0a-7046-5b2e-a33f-ea22f176ac7e"
version = "0.2.1+0"

[[deps.JuliaVariables]]
deps = ["MLStyle", "NameResolution"]
git-tree-sha1 = "49fb3cb53362ddadb4415e9b73926d6b40709e70"
uuid = "b14d175d-62b4-44ba-8fb7-3064adc8c3ec"
version = "0.2.4"
replacement in Manifest.toml at line 915

[2.10269274]→[2.10269274:10269463](∅→∅)

[[deps.JSONSchema]]
deps = ["Downloads", "JSON", "JSON3", "URIs"]
git-tree-sha1 = "5f0bd0cd69df978fa64ccdcb5c152fbc705455a1"
uuid = "7d188eb4-7ad8-530c-ae41-71a32a6d4692"
version = "1.3.0"

[2.10269274]

[2.10269463]

[[deps.KernelAbstractions]]
deps = ["Adapt", "Atomix", "InteractiveUtils", "LinearAlgebra", "MacroTools", "PrecompileTools", "Requires", "SparseArrays", "StaticArrays", "UUIDs", "UnsafeAtomics", "UnsafeAtomicsLLVM"]
git-tree-sha1 = "653e0824fc9ab55b3beec67a6dbbe514a65fb954"
uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c"
version = "0.9.15"

[deps.KernelAbstractions.extensions]
EnzymeExt = "EnzymeCore"

[deps.KernelAbstractions.weakdeps]
EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"

[[deps.LERC_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "bf36f528eec6634efc60d7ec062008f171071434"
uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
version = "3.0.0+1"

[[deps.LLVM]]
deps = ["CEnum", "LLVMExtra_jll", "Libdl", "Preferences", "Printf", "Requires", "Unicode"]
git-tree-sha1 = "cb4619f7353fc62a1a22ffa3d7ed9791cfb47ad8"
uuid = "929cbde3-209d-540e-8aea-75f648917ca0"
version = "6.4.2"
weakdeps = ["BFloat16s"]

[deps.LLVM.extensions]
BFloat16sExt = "BFloat16s"
edit in Manifest.toml at line 943

[2.10269464]

[2.10269464]

[[deps.LLVMExtra_jll]]
deps = ["Artifacts", "JLLWrappers", "LazyArtifacts", "Libdl", "TOML"]
git-tree-sha1 = "98eaee04d96d973e79c25d49167668c5c8fb50e2"
uuid = "dad2f222-ce93-54a1-a47d-0025e8a3acab"
version = "0.0.27+1"

[[deps.LLVMLoopInfo]]
git-tree-sha1 = "2e5c102cfc41f48ae4740c7eca7743cc7e7b75ea"
uuid = "8b046642-f1f6-4319-8d3c-209ddc03c586"
version = "1.0.0"
edit in Manifest.toml at line 959

[2.10269610]

[2.10269610]

[[deps.LayoutPointers]]
deps = ["ArrayInterface", "LinearAlgebra", "ManualMemory", "SIMDTypes", "Static", "StaticArrayInterface"]
git-tree-sha1 = "62edfee3211981241b57ff1cedf4d74d79519277"
uuid = "10f19ff3-798f-405d-979b-55457f8fc047"
version = "0.1.15"
edit in Manifest.toml at line 969

[2.10269708]

[2.10269708]

[[deps.LazyModules]]
git-tree-sha1 = "a560dd966b386ac9ae60bdd3a3d3a326062d3c3e"
uuid = "8cdb02fc-e678-4876-92c5-9defec4f444e"
version = "0.3.1"
edit in Manifest.toml at line 1000

[2.10270485]

[2.10270485]

[[deps.Libiconv_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "f9557a255370125b405568f9767d6d195822a175"
uuid = "94ce4f54-9a6c-5748-9c1c-f9c7231a4531"
version = "1.17.0+0"

[[deps.Libtiff_jll]]
deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "LERC_jll", "Libdl", "Pkg", "Zlib_jll", "Zstd_jll"]
git-tree-sha1 = "3eb79b0ca5764d4799c06699573fd8f533259713"
uuid = "89763e89-9b03-5906-acba-b20f662cd828"
version = "4.4.0+0"
edit in Manifest.toml at line 1016

[2.10270613]→[2.10270613:10271015](∅→∅)

[[deps.Literate]]
deps = ["Base64", "IOCapture", "JSON", "REPL"]
git-tree-sha1 = "ae5703dde29228490f03cbd64c47be8131819485"
uuid = "98b081ad-f1c9-55d3-8b20-4c87d4299306"
version = "2.15.0"

[[deps.LiveServer]]
deps = ["HTTP", "LoggingExtras", "MIMEs", "Pkg", "Sockets", "Test"]
git-tree-sha1 = "24d05efe53436b22a42bf2ae459f47c48b0c2603"
uuid = "16fef848-5104-11e9-1b77-fb7a48bbb589"
version = "1.2.7"
replacement in Manifest.toml at line 1042

[2.10271918]→[2.10271918:10272056](∅→∅)

[[deps.MIMEs]]
git-tree-sha1 = "65f28ad4b594aebe22157d6fac869786a255b7eb"
uuid = "6c6e2e6c-3030-632d-7369-2d6c69616d65"
version = "0.1.4"

[2.10271918]

[2.10272056]

[[deps.LoopVectorization]]
deps = ["ArrayInterface", "CPUSummary", "CloseOpenIntervals", "DocStringExtensions", "HostCPUFeatures", "IfElse", "LayoutPointers", "LinearAlgebra", "OffsetArrays", "PolyesterWeave", "PrecompileTools", "SIMDTypes", "SLEEFPirates", "Static", "StaticArrayInterface", "ThreadingUtilities", "UnPack", "VectorizationBase"]
git-tree-sha1 = "0f5648fbae0d015e3abe5867bca2b362f67a5894"
uuid = "bdcacae8-1622-11e9-2a5c-532679323890"
version = "0.12.166"
weakdeps = ["ChainRulesCore", "ForwardDiff", "SpecialFunctions"]

[deps.LoopVectorization.extensions]
ForwardDiffExt = ["ChainRulesCore", "ForwardDiff"]
SpecialFunctionsExt = "SpecialFunctions"

[[deps.MKL_jll]]
deps = ["Artifacts", "IntelOpenMP_jll", "JLLWrappers", "LazyArtifacts", "Libdl"]
git-tree-sha1 = "72dc3cf284559eb8f53aa593fe62cb33f83ed0c0"
uuid = "856f044c-d86e-5d09-b602-aeab76dc8ba7"
version = "2024.0.0+0"

[[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"
replacement in Manifest.toml at line 1072

[2.10272107]→[2.10272107:10272166](∅→∅)

git-tree-sha1 = "9ee1618cbf5240e6d4e0371d6f24065083f60c48"

[2.10272107]

[2.10272166]

git-tree-sha1 = "b211c553c199c111d998ecdaf7623d1b89b69f93"
replacement in Manifest.toml at line 1074

[2.10272212]→[2.10272212:10272231](∅→∅)

version = "0.5.11"

[2.10272212]

[2.10272231]

version = "0.5.12"

[[deps.ManualMemory]]
git-tree-sha1 = "bcaef4fc7a0cfe2cba636d84cda54b5e4e4ca3cd"
uuid = "d125e4d3-2237-4719-b19c-fa641b8a4667"
version = "0.1.8"

[[deps.MappedArrays]]
git-tree-sha1 = "2dab0221fe2b0f2cb6754eaa743cc266339f527e"
uuid = "dbb5928d-eab1-5f90-85c2-b9b0edb7c900"
version = "0.4.2"
replacement in Manifest.toml at line 1091

[2.10272332]→[2.10272332:10272466](∅→∅)

deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "Random", "Sockets"]
git-tree-sha1 = "03a9b9718f5682ecb107ac9f7308991db4ce395b"

[2.10272332]

[2.10272466]

deps = ["Dates", "MbedTLS_jll", "MozillaCACerts_jll", "NetworkOptions", "Random", "Sockets"]
git-tree-sha1 = "c067a280ddc25f196b5e7df3877c6b226d390aaf"
replacement in Manifest.toml at line 1094

[2.10272512]→[2.10272512:10272530](∅→∅)

version = "1.1.7"

[2.10272512]

[2.10272530]

version = "1.1.9"
edit in Manifest.toml at line 1100

[2.10272649]

[2.10272649]

[[deps.MetaGraphs]]
deps = ["Graphs", "JLD2", "Random"]
git-tree-sha1 = "1130dbe1d5276cb656f6e1094ce97466ed700e5a"
uuid = "626554b9-1ddb-594c-aa3c-2596fe9399a5"
version = "0.7.2"

[[deps.Metalhead]]
deps = ["Artifacts", "BSON", "ChainRulesCore", "Flux", "Functors", "JLD2", "LazyArtifacts", "MLUtils", "NNlib", "PartialFunctions", "Random", "Statistics"]
git-tree-sha1 = "78ade69da4b3cdda8851f1c05153e55929b4ee9f"
uuid = "dbeba491-748d-5e0e-a39e-b530a07fa0cc"
version = "0.9.2"
weakdeps = ["CUDA"]

[deps.Metalhead.extensions]
MetalheadCUDAExt = "CUDA"

[[deps.MicroCollections]]
deps = ["BangBang", "InitialValues", "Setfield"]
git-tree-sha1 = "629afd7d10dbc6935ec59b32daeb33bc4460a42e"
uuid = "128add7d-3638-4c79-886c-908ea0c25c34"
version = "0.1.4"
edit in Manifest.toml at line 1137

[2.10273043]

[2.10273043]

[[deps.MosaicViews]]
deps = ["MappedArrays", "OffsetArrays", "PaddedViews", "StackViews"]
git-tree-sha1 = "7b86a5d4d70a9f5cdf2dacb3cbe6d251d1a61dbe"
uuid = "e94cdb99-869f-56ef-bcf0-1ae2bcbe0389"
version = "0.3.4"
edit in Manifest.toml at line 1147

[2.10273140]

[2.10273140]

[[deps.NNlib]]
deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Pkg", "Random", "Requires", "Statistics"]
git-tree-sha1 = "900a11b3a2b02e36b25cb55a80777d4a4670f0f6"
uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
version = "0.9.10"

[deps.NNlib.extensions]
NNlibAMDGPUExt = "AMDGPU"
NNlibCUDACUDNNExt = ["CUDA", "cuDNN"]
NNlibCUDAExt = "CUDA"
NNlibEnzymeCoreExt = "EnzymeCore"

[deps.NNlib.weakdeps]
AMDGPU = "21141c5a-9bdb-4563-92ae-f87d6854732e"
CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869"
cuDNN = "02a925ec-e4fe-4b08-9a7e-0d78e3d38ccd"

[[deps.NVTX]]
deps = ["Colors", "JuliaNVTXCallbacks_jll", "Libdl", "NVTX_jll"]
git-tree-sha1 = "53046f0483375e3ed78e49190f1154fa0a4083a1"
uuid = "5da4648a-3479-48b8-97b9-01cb529c0a1f"
version = "0.3.4"

[[deps.NVTX_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "ce3269ed42816bf18d500c9f63418d4b0d9f5a3b"
uuid = "e98f9f5b-d649-5603-91fd-7774390e6439"
version = "3.1.0+2"

[[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.NamedArrays]]
deps = ["Combinatorics", "DataStructures", "DelimitedFiles", "InvertedIndices", "LinearAlgebra", "Random", "Requires", "SparseArrays", "Statistics"]
git-tree-sha1 = "6d42eca6c3a27dc79172d6d947ead136d88751bb"
uuid = "86f7a689-2022-50b4-a561-43c23ac3c673"
version = "0.10.0"

[[deps.NearestNeighbors]]
deps = ["Distances", "StaticArrays"]
git-tree-sha1 = "ded64ff6d4fdd1cb68dfcbb818c69e144a5b2e4c"
uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
version = "0.4.16"

[[deps.Netpbm]]
deps = ["FileIO", "ImageCore", "ImageMetadata"]
git-tree-sha1 = "d92b107dbb887293622df7697a2223f9f8176fcd"
uuid = "f09324ee-3d7c-5217-9330-fc30815ba969"
version = "1.1.1"
replacement in Manifest.toml at line 1212

[2.10273230]→[2.10273230:10273384](∅→∅)

[[deps.NodeJS]]
deps = ["Pkg"]
git-tree-sha1 = "bf1f49fd62754064bc42490a8ddc2aa3694a8e7a"
uuid = "2bd173c7-0d6d-553b-b6af-13a54713934c"
version = "2.0.0"

[2.10273230]

[2.10273384]

[[deps.Noise]]
deps = ["ImageCore", "PoissonRandom", "Random"]
git-tree-sha1 = "d34a07459e1ebdc6b551ecb28e3c19993f544d91"
uuid = "81d43f40-5267-43b7-ae1c-8b967f377efa"
version = "0.3.3"

[[deps.OffsetArrays]]
git-tree-sha1 = "6a731f2b5c03157418a20c12195eb4b74c8f8621"
uuid = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
version = "1.13.0"
weakdeps = ["Adapt"]

[deps.OffsetArrays.extensions]
OffsetArraysAdaptExt = "Adapt"
replacement in Manifest.toml at line 1227

[2.10273385]→[2.10273385:10273527](∅→∅)

[[deps.Nullables]]
git-tree-sha1 = "8f87854cc8f3685a60689d8edecaa29d2251979b"
uuid = "4d1e1d77-625e-5b40-9113-a560ec7a8ecd"
version = "1.0.0"

[2.10273385]

[2.10273527]

[[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 = "5e4029759e8699ec12ebdf8721e51a659443403c"
uuid = "0b1bfda6-eb8a-41d2-88d8-f5af5cad476f"
version = "0.2.4"
edit in Manifest.toml at line 1243

[2.10273679]

[2.10273679]

[[deps.OpenEXR]]
deps = ["Colors", "FileIO", "OpenEXR_jll"]
git-tree-sha1 = "327f53360fdb54df7ecd01e96ef1983536d1e633"
uuid = "52e1d378-f018-4a11-a4be-720524705ac7"
version = "0.3.2"

[[deps.OpenEXR_jll]]
deps = ["Artifacts", "Imath_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
git-tree-sha1 = "a4ca623df1ae99d09bc9868b008262d0c0ac1e4f"
uuid = "18a262bb-aa17-5467-a713-aee519bc75cb"
version = "3.1.4+0"
edit in Manifest.toml at line 1278

[2.10274444]

[2.10274444]

[[deps.Optimisers]]
deps = ["ChainRulesCore", "Functors", "LinearAlgebra", "Random", "Statistics"]
git-tree-sha1 = "34205b1204cc83c43cd9cfe53ffbd3b310f6e8c5"
uuid = "3bd65402-5787-11e9-1adc-39752487f4e2"
version = "0.3.1"
replacement in Manifest.toml at line 1286

[2.10274473]→[2.10274473:10274532](∅→∅)

git-tree-sha1 = "2e73fe17cac3c62ad1aebe70d44c963c3cfdc3e3"

[2.10274473]

[2.10274532]

git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
replacement in Manifest.toml at line 1288

[2.10274578]→[2.10274578:10274596](∅→∅)

version = "1.6.2"

[2.10274578]

[2.10274596]

version = "1.6.3"

[[deps.PNGFiles]]
deps = ["Base64", "CEnum", "ImageCore", "IndirectArrays", "OffsetArrays", "libpng_jll"]
git-tree-sha1 = "67186a2bc9a90f9f85ff3cc8277868961fb57cbd"
uuid = "f57f5aa1-a3ce-4bc8-8ab9-96f992907883"
version = "0.4.3"

[[deps.PaddedViews]]
deps = ["OffsetArrays"]
git-tree-sha1 = "0fac6313486baae819364c52b4f483450a9d793f"
uuid = "5432bcbf-9aad-5242-b902-cca2824c8663"
version = "0.5.12"

[[deps.Parameters]]
deps = ["OrderedCollections", "UnPack"]
git-tree-sha1 = "34c0e9ad262e5f7fc75b10a9952ca7692cfc5fbe"
uuid = "d96e819e-fc66-5662-9728-84c9c7592b0a"
version = "0.12.3"
replacement in Manifest.toml at line 1310

[2.10274659]→[2.10274659:10274718](∅→∅)

git-tree-sha1 = "716e24b21538abc91f6205fd1d8363f39b442851"

[2.10274659]

[2.10274718]

git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
replacement in Manifest.toml at line 1312

[2.10274764]→[2.10274764:10274782](∅→∅)

version = "2.7.2"

[2.10274764]

[2.10274782]

version = "2.8.1"

[[deps.PartialFunctions]]
deps = ["MacroTools"]
git-tree-sha1 = "47b49a4dbc23b76682205c646252c0f9e1eb75af"
uuid = "570af359-4316-4cb7-8c74-252c00c2016b"
version = "1.2.0"
edit in Manifest.toml at line 1324

[2.10275052]

[2.10275052]

[[deps.PkgVersion]]
deps = ["Pkg"]
git-tree-sha1 = "f9501cc0430a26bc3d156ae1b5b0c1b47af4d6da"
uuid = "eebad327-c553-4316-9ea0-9fa01ccd7688"
version = "0.3.3"

[[deps.PoissonRandom]]
deps = ["Random"]
git-tree-sha1 = "a0f1159c33f846aa77c3f30ebbc69795e5327152"
uuid = "e409e4f3-bfea-5376-8464-e040bb5c01ab"
version = "0.4.4"
edit in Manifest.toml at line 1337

[2.10275053]

[2.10275053]

[[deps.PolyesterWeave]]
deps = ["BitTwiddlingConvenienceFunctions", "CPUSummary", "IfElse", "Static", "ThreadingUtilities"]
git-tree-sha1 = "240d7170f5ffdb285f9427b92333c3463bf65bf6"
uuid = "1d0040c9-8b98-4ee7-8388-3f51789ca0ad"
version = "0.2.1"
replacement in Manifest.toml at line 1344

[2.10275074]→[2.10275074:10275201](∅→∅)

deps = ["LinearAlgebra", "RecipesBase", "Setfield", "SparseArrays"]
git-tree-sha1 = "ea78a2764f31715093de7ab495e12c0187f231d1"

[2.10275074]

[2.10275201]

deps = ["LinearAlgebra", "RecipesBase"]
git-tree-sha1 = "3aa2bb4982e575acd7583f01531f241af077b163"
replacement in Manifest.toml at line 1347

[2.10275247]→[2.10275247:10275265](∅→∅)

version = "4.0.4"

[2.10275247]

[2.10275265]

version = "3.2.13"
edit in Manifest.toml at line 1351

[2.10275352]→[2.10275352:10275384](∅→∅)

PolynomialsFFTWExt = "FFTW"
edit in Manifest.toml at line 1356

[2.10275579]→[2.10275579:10275629](∅→∅)

FFTW = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
edit in Manifest.toml at line 1377

[2.10276257]

[2.10276257]

[[deps.PrettyPrint]]
git-tree-sha1 = "632eb4abab3449ab30c5e1afaa874f0b98b586e4"
uuid = "8162dcfd-2161-5ef2-ae6c-7681170c5f98"
version = "0.2.0"
replacement in Manifest.toml at line 1383

[2.10276279]→[2.10276279:10276439](∅→∅)

deps = ["Crayons", "LaTeXStrings", "Markdown", "Printf", "Reexport", "StringManipulation", "Tables"]
git-tree-sha1 = "6842ce83a836fbbc0cfeca0b5a4de1a4dcbdb8d1"

[2.10276279]

[2.10276439]

deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
replacement in Manifest.toml at line 1386

[2.10276485]→[2.10276485:10276503](∅→∅)

version = "2.2.8"

[2.10276485]

[2.10276503]

version = "2.3.1"
replacement in Manifest.toml at line 1392

[2.10276586]→[2.10276586:10276777](∅→∅)

[[deps.Quadmath]]
deps = ["Compat", "Printf", "Random", "Requires"]
git-tree-sha1 = "15c8465e3cb37b6bf3abcc0a4c9440799f2ba3fb"
uuid = "be4d8f0f-7fa4-5f49-b795-2f01399ab2dd"
version = "0.5.9"

[2.10276586]

[2.10276777]

[[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 = "00099623ffee15972c16111bcf84c58a0051257c"
uuid = "92933f4c-e287-5a05-a399-4b506db050ca"
version = "1.9.0"

[[deps.QOI]]
deps = ["ColorTypes", "FileIO", "FixedPointNumbers"]
git-tree-sha1 = "18e8f4d1426e965c7b532ddd260599e1510d26ce"
uuid = "4b34888f-f399-49d4-9bb3-47ed5cae4e65"
version = "1.0.0"

[[deps.Quaternions]]
deps = ["LinearAlgebra", "Random", "RealDot"]
git-tree-sha1 = "9a46862d248ea548e340e30e2894118749dc7f51"
uuid = "94ee1d12-ae83-5a48-8b1c-48b8ff168ae0"
version = "0.7.5"
edit in Manifest.toml at line 1423

[2.10276978]

[2.10276978]

[[deps.Random123]]
deps = ["Random", "RandomNumbers"]
git-tree-sha1 = "c860e84651f58ce240dd79e5d9e055d55234c35a"
uuid = "74087812-796a-5b5d-8853-05524746bad3"
version = "1.6.2"

[[deps.RandomNumbers]]
deps = ["Random", "Requires"]
git-tree-sha1 = "043da614cc7e95c703498a491e2c21f58a2b8111"
uuid = "e6cf234a-135c-5ec9-84dd-332b85af5143"
version = "1.5.3"

[[deps.RangeArrays]]
git-tree-sha1 = "b9039e93773ddcfc828f12aadf7115b4b4d225f5"
uuid = "b3c3ace0-ae52-54e7-9d0b-2c1406fd6b9d"
version = "0.3.2"

[[deps.Ratios]]
deps = ["Requires"]
git-tree-sha1 = "1342a47bf3260ee108163042310d26f2be5ec90b"
uuid = "c84ed2f1-dad5-54f0-aa8e-dbefe2724439"
version = "0.4.5"
weakdeps = ["FixedPointNumbers"]

[deps.Ratios.extensions]
RatiosFixedPointNumbersExt = "FixedPointNumbers"

[[deps.RealDot]]
deps = ["LinearAlgebra"]
git-tree-sha1 = "9f0a1b71baaf7650f4fa8a1d168c7fb6ee41f0c9"
uuid = "c1ae055f-0cd5-4b69-90a6-9a35b1a98df9"
version = "0.1.0"
edit in Manifest.toml at line 1467

[2.10277292]

[2.10277292]

[[deps.Referenceables]]
deps = ["Adapt"]
git-tree-sha1 = "02d31ad62838181c1a3a5fd23a1ce5914a643601"
uuid = "42d2dcc6-99eb-4e98-b66c-637b7d73030e"
version = "0.1.3"
edit in Manifest.toml at line 1474

[2.10277293]

[2.10277293]

[[deps.RegionTrees]]
deps = ["IterTools", "LinearAlgebra", "StaticArrays"]
git-tree-sha1 = "4618ed0da7a251c7f92e869ae1a19c74a7d2a7f9"
uuid = "dee08c22-ab7f-5625-9660-a9af2021b33f"
version = "0.3.2"
edit in Manifest.toml at line 1485

[2.10277451]

[2.10277451]

[[deps.Rotations]]
deps = ["LinearAlgebra", "Quaternions", "Random", "StaticArrays"]
git-tree-sha1 = "792d8fd4ad770b6d517a13ebb8dadfcac79405b8"
uuid = "6038ab10-8711-5258-84ad-4b1120ba62dc"
version = "1.6.1"
edit in Manifest.toml at line 1495

[2.10277529]

[2.10277529]

[[deps.SIMDTypes]]
git-tree-sha1 = "330289636fb8107c5f32088d2741e9fd7a061a5c"
uuid = "94e857df-77ce-4151-89e5-788b33177be4"
version = "0.1.0"
edit in Manifest.toml at line 1501

[2.10277530]

[2.10277530]

[[deps.SLEEFPirates]]
deps = ["IfElse", "Static", "VectorizationBase"]
git-tree-sha1 = "3aac6d68c5e57449f5b9b865c9ba50ac2970c4cf"
uuid = "476501e8-09a2-5ece-8869-fb82de89a1fa"
version = "0.6.42"
edit in Manifest.toml at line 1527

[2.10278146]

[2.10278146]

[[deps.SharedArrays]]
deps = ["Distributed", "Mmap", "Random", "Serialization"]
uuid = "1a1011a3-84de-559e-8e89-a11a2f7dc383"

[[deps.ShowCases]]
git-tree-sha1 = "7f534ad62ab2bd48591bdeac81994ea8c445e4a5"
uuid = "605ecd9f-84a6-4c9e-81e2-4798472b76a3"
version = "0.1.0"
edit in Manifest.toml at line 1541

[2.10278298]

[2.10278298]

[[deps.SimpleTraits]]
deps = ["InteractiveUtils", "MacroTools"]
git-tree-sha1 = "5d7e3f4e11935503d3ecaf7186eac40602e7d231"
uuid = "699a6c99-e7fa-54fc-8d76-47d257e15c1d"
version = "0.9.4"

[[deps.SimpleWeightedGraphs]]
deps = ["Graphs", "LinearAlgebra", "Markdown", "SparseArrays"]
git-tree-sha1 = "4b33e0e081a825dbfaf314decf58fa47e53d6acb"
uuid = "47aef6b3-ad0c-573a-a1e2-d07658019622"
version = "1.4.0"

[[deps.Sixel]]
deps = ["Dates", "FileIO", "ImageCore", "IndirectArrays", "OffsetArrays", "REPL", "libsixel_jll"]
git-tree-sha1 = "2da10356e31327c7096832eb9cd86307a50b1eb6"
uuid = "45858cf5-a6b0-47a3-bbea-62219f50df47"
version = "0.1.3"
replacement in Manifest.toml at line 1565

[2.10278416]→[2.10278416:10278475](∅→∅)

git-tree-sha1 = "5165dfb9fd131cf0c6957a3a7605dede376e7b63"

[2.10278416]

[2.10278475]

git-tree-sha1 = "66e0a8e672a0bdfca2c3f5937efb8538b9ddc085"
replacement in Manifest.toml at line 1567

[2.10278521]→[2.10278521:10278539](∅→∅)

version = "1.2.0"

[2.10278521]

[2.10278539]

version = "1.2.1"
edit in Manifest.toml at line 1573

[2.10278707]

[2.10278707]

[[deps.SparseInverseSubset]]
deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852"
uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada"
version = "0.1.2"
edit in Manifest.toml at line 1585

[2.10278942]

[2.10278942]

weakdeps = ["ChainRulesCore"]
replacement in Manifest.toml at line 1590

[2.10279040]→[2.10279040:10279137](∅→∅)

[deps.SpecialFunctions.weakdeps]
ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"

[2.10279040]

[2.10279137]

[[deps.SplittablesBase]]
deps = ["Setfield", "Test"]
git-tree-sha1 = "e08a62abc517eb79667d0a29dc08a3b589516bb5"
uuid = "171d559e-b47b-412a-8079-5efa626c420e"
version = "0.1.15"

[[deps.StackViews]]
deps = ["OffsetArrays"]
git-tree-sha1 = "46e589465204cd0c08b4bd97385e4fa79a0c770c"
uuid = "cae243ae-269e-4f55-b966-ac2d0dc13c15"
version = "0.1.1"

[[deps.Static]]
deps = ["IfElse"]
git-tree-sha1 = "f295e0a1da4ca425659c57441bcb59abb035a4bc"
uuid = "aedffcd0-7271-4cad-89d0-dc628f76c6d3"
version = "0.8.8"

[[deps.StaticArrayInterface]]
deps = ["ArrayInterface", "Compat", "IfElse", "LinearAlgebra", "PrecompileTools", "Requires", "SparseArrays", "Static", "SuiteSparse"]
git-tree-sha1 = "5d66818a39bb04bf328e92bc933ec5b4ee88e436"
uuid = "0d7ed370-da01-4f52-bd93-41d350b8b718"
version = "1.5.0"
weakdeps = ["OffsetArrays", "StaticArrays"]

[deps.StaticArrayInterface.extensions]
StaticArrayInterfaceOffsetArraysExt = "OffsetArrays"
StaticArrayInterfaceStaticArraysExt = "StaticArrays"

[[deps.StaticArrays]]
deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
git-tree-sha1 = "4e17a790909b17f7bf1496e3aec138cf01b60b3b"
uuid = "90137ffa-7385-5640-81b9-e52037218182"
version = "1.9.0"
weakdeps = ["ChainRulesCore", "Statistics"]
edit in Manifest.toml at line 1626

[2.10279138]

[2.10279138]

[deps.StaticArrays.extensions]
StaticArraysChainRulesCoreExt = "ChainRulesCore"
StaticArraysStatisticsExt = "Statistics"
edit in Manifest.toml at line 1639

[2.10279414]

[2.10279414]

[[deps.StatsAPI]]
deps = ["LinearAlgebra"]
git-tree-sha1 = "1ff449ad350c9c4cbc756624d6f8a8c3ef56d3ed"
uuid = "82ae8749-77ed-4fe6-ae5f-f523153014b0"
version = "1.7.0"
edit in Manifest.toml at line 1646

[2.10279415]

[2.10279415]

[[deps.StatsBase]]
deps = ["DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"]
git-tree-sha1 = "1d77abd07f617c4868c33d4f5b9e1dbb2643c9cf"
uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
version = "0.34.2"
replacement in Manifest.toml at line 1658

[2.10279594]→[2.10279594:10279765](∅→∅)

[[deps.StructTypes]]
deps = ["Dates", "UUIDs"]
git-tree-sha1 = "ca4bccb03acf9faaf4137a9abc1881ed1841aa70"
uuid = "856f2bd8-1eba-4b0a-8007-ebc267875bd4"
version = "1.10.0"

[2.10279594]

[2.10279765]

[[deps.StructArrays]]
deps = ["Adapt", "ConstructionBase", "DataAPI", "GPUArraysCore", "StaticArraysCore", "Tables"]
git-tree-sha1 = "0a3db38e4cce3c54fe7a71f831cd7b6194a54213"
uuid = "09ab397b-f2b6-538f-b94a-2f83cf4a842a"
version = "0.6.16"

[[deps.SuiteSparse]]
deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"]
uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9"
replacement in Manifest.toml at line 1669

[2.10279791]→[2.10279791:10279853](∅→∅)

deps = ["Artifacts", "Libdl", "Pkg", "libblastrampoline_jll"]

[2.10279791]

[2.10279853]

deps = ["Artifacts", "Libdl", "libblastrampoline_jll"]
edit in Manifest.toml at line 1683

[2.10280183]→[2.10280183:10280393](∅→∅)

[[deps.TableShowUtils]]
deps = ["DataValues", "Dates", "JSON", "Markdown", "Unicode"]
git-tree-sha1 = "2a41a3dedda21ed1184a47caab56ed9304e9a038"
uuid = "5e66a065-1f0a-5976-b372-e0b8c017ca10"
version = "0.2.6"
edit in Manifest.toml at line 1689

[2.10280577]→[2.10280577:10280807](∅→∅)

[[deps.TableTraitsUtils]]
deps = ["DataValues", "IteratorInterfaceExtensions", "Missings", "TableTraits"]
git-tree-sha1 = "78fecfe140d7abb480b53a44f3f85b6aa373c293"
uuid = "382cd787-c1b6-5bf2-a167-d5b971a19bda"
version = "1.0.2"
edit in Manifest.toml at line 1701

[2.10281182]

[2.10281182]

[[deps.TensorCore]]
deps = ["LinearAlgebra"]
git-tree-sha1 = "1feb45f88d133a655e001435632f019a9a1bcdb6"
uuid = "62fd8b95-f654-4bbd-a8a5-9c27f68ccd50"
version = "0.1.1"
edit in Manifest.toml at line 1710

[2.10281308]

[2.10281308]

[[deps.ThreadingUtilities]]
deps = ["ManualMemory"]
git-tree-sha1 = "eda08f7e9818eb53661b3deb74e3159460dfbc27"
uuid = "8290d209-cae3-49c0-8002-c8c24d57dab5"
version = "0.5.2"
replacement in Manifest.toml at line 1717

[2.10281309]→[2.10281309:10281554](∅→∅)

[[deps.TextParse]]
deps = ["CodecZlib", "DataStructures", "Dates", "DoubleFloats", "Mmap", "Nullables", "WeakRefStrings"]
git-tree-sha1 = "eb1f4fb185c8644faa2d18d14c72f2c24412415f"
uuid = "e0df1984-e451-5cb5-8b61-797a481e67e3"
version = "1.0.2"

[2.10281309]

[2.10281554]

[[deps.ThreadsX]]
deps = ["ArgCheck", "BangBang", "ConstructionBase", "InitialValues", "MicroCollections", "Referenceables", "Setfield", "SplittablesBase", "Transducers"]
git-tree-sha1 = "34e6bcf36b9ed5d56489600cf9f3c16843fa2aa2"
uuid = "ac1d9e8a-700a-412c-b207-f0111f4b6c0d"
version = "0.1.11"

[[deps.TiffImages]]
deps = ["ColorTypes", "DataStructures", "DocStringExtensions", "FileIO", "FixedPointNumbers", "IndirectArrays", "Inflate", "Mmap", "OffsetArrays", "PkgVersion", "ProgressMeter", "UUIDs"]
git-tree-sha1 = "34cc045dd0aaa59b8bbe86c644679bc57f1d5bd0"
uuid = "731e570b-9d59-4bfa-96dc-6df516fadf69"
version = "0.6.8"

[[deps.TiledIteration]]
deps = ["OffsetArrays", "StaticArrayInterface"]
git-tree-sha1 = "1176cc31e867217b06928e2f140c90bd1bc88283"
uuid = "06e1c1a7-607b-532d-9fad-de7d9aa2abac"
version = "0.5.0"
edit in Manifest.toml at line 1744

[2.10281946]

[2.10281946]

[[deps.TimerOutputs]]
deps = ["ExprTools", "Printf"]
git-tree-sha1 = "f548a9e9c490030e545f72074a41edfd0e5bcdd7"
uuid = "a759f4b9-e2f1-59dc-863e-4aeb61b1ea8f"
version = "0.5.23"
edit in Manifest.toml at line 1759

[2.10282204]

[2.10282204]

[[deps.Transducers]]
deps = ["Adapt", "ArgCheck", "BangBang", "Baselet", "CompositionsBase", "ConstructionBase", "DefineSingletons", "Distributed", "InitialValues", "Logging", "Markdown", "MicroCollections", "Requires", "Setfield", "SplittablesBase", "Tables"]
git-tree-sha1 = "3064e780dbb8a9296ebb3af8f440f787bb5332af"
uuid = "28d57a85-8fef-5791-bfe6-a80928e7c999"
version = "0.4.80"
replacement in Manifest.toml at line 1766

[2.10282205]→[2.10282205:10282366](∅→∅)

[[deps.URIParser]]
deps = ["Unicode"]
git-tree-sha1 = "53a9f49546b8d2dd2e688d216421d050c9a31d0d"
uuid = "30578b45-9adc-5946-b283-645ec420af67"
version = "0.4.1"

[2.10282205]

[2.10282366]

[deps.Transducers.extensions]
TransducersBlockArraysExt = "BlockArrays"
TransducersDataFramesExt = "DataFrames"
TransducersLazyArraysExt = "LazyArrays"
TransducersOnlineStatsBaseExt = "OnlineStatsBase"
TransducersReferenceablesExt = "Referenceables"

[deps.Transducers.weakdeps]
BlockArrays = "8e7c35d0-a365-5155-bbbb-fb81a777f24e"
DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
LazyArrays = "5078a376-72f3-5289-bfd5-ec5146d43c02"
OnlineStatsBase = "925886fa-5bf2-5e8e-b522-a9147a512338"
Referenceables = "42d2dcc6-99eb-4e98-b66c-637b7d73030e"
edit in Manifest.toml at line 1788

[2.10282591]

[2.10282591]

[[deps.UnPack]]
git-tree-sha1 = "387c1f73762231e86e0c9c5443ce3b4a0a9a0c2b"
uuid = "3a884ed6-31ef-47d7-9d2a-63182c4928ed"
version = "1.0.2"
replacement in Manifest.toml at line 1797

[2.10282656]→[2.10282656:10283046](∅→∅)

[[deps.Vega]]
deps = ["BufferedStreams", "DataStructures", "DataValues", "Dates", "FileIO", "FilePaths", "IteratorInterfaceExtensions", "JSON", "JSONSchema", "MacroTools", "NodeJS", "Pkg", "REPL", "Random", "Setfield", "TableTraits", "TableTraitsUtils", "URIParser"]
git-tree-sha1 = "9d5c73642d291cb5aa34eb47b9d71428c4132398"
uuid = "239c3e63-733f-47ad-beb7-a12fde22c578"
version = "2.6.2"

[2.10282656]

[2.10283046]

[[deps.UnsafeAtomics]]
git-tree-sha1 = "6331ac3440856ea1988316b46045303bef658278"
uuid = "013be700-e6cd-48c3-b4a1-df204f14c38f"
version = "0.2.1"
replacement in Manifest.toml at line 1802

[2.10283047]→[2.10283047:10283368](∅→∅)

[[deps.VegaDatasets]]
deps = ["DataStructures", "DataValues", "FilePaths", "IterableTables", "IteratorInterfaceExtensions", "JSON", "TableShowUtils", "TableTraits", "TableTraitsUtils", "TextParse"]
git-tree-sha1 = "c997c7217f37205c5795de8c797f8f8531890f1d"
uuid = "0ae4a718-28b7-58ec-9efb-cded64d6d5b4"
version = "2.1.1"

[2.10283047]

[2.10283368]

[[deps.UnsafeAtomicsLLVM]]
deps = ["LLVM", "UnsafeAtomics"]
git-tree-sha1 = "323e3d0acf5e78a56dfae7bd8928c989b4f3083e"
uuid = "d80eeb9a-aca5-4d75-85e5-170c8b632249"
version = "0.1.3"

[[deps.VectorizationBase]]
deps = ["ArrayInterface", "CPUSummary", "HostCPUFeatures", "IfElse", "LayoutPointers", "Libdl", "LinearAlgebra", "SIMDTypes", "Static", "StaticArrayInterface"]
git-tree-sha1 = "7209df901e6ed7489fe9b7aa3e46fb788e15db85"
uuid = "3d5dd08c-fd9d-11e8-17fa-ed2836048c2f"
version = "0.21.65"
replacement in Manifest.toml at line 1814

[2.10283369]→[2.10283369:10283755](∅→∅)

[[deps.VegaLite]]
deps = ["Base64", "BufferedStreams", "DataStructures", "DataValues", "Dates", "FileIO", "FilePaths", "IteratorInterfaceExtensions", "JSON", "MacroTools", "NodeJS", "Pkg", "REPL", "Random", "TableTraits", "TableTraitsUtils", "URIParser", "Vega"]
git-tree-sha1 = "4ac2ad3d9d389ddccc862514160140768bbb5f56"
uuid = "112f6efa-9a02-5b7d-90c0-432ed331239a"
version = "3.2.3"

[2.10283369]

[2.10283755]

[[deps.WAV]]
deps = ["Base64", "FileIO", "Libdl", "Logging"]
git-tree-sha1 = "7e7e1b4686995aaf4ecaaf52f6cd824fa6bd6aa5"
uuid = "8149f6b0-98f6-5db9-b78f-408fbbb8ef88"
version = "1.2.0"
edit in Manifest.toml at line 1825

[2.10283950]

[2.10283950]

[[deps.WoodburyMatrices]]
deps = ["LinearAlgebra", "SparseArrays"]
git-tree-sha1 = "c1a7aa6219628fcd757dede0ca95e245c5cd9511"
uuid = "efce3f68-66dc-5838-9240-27a6d6f5f9b6"
version = "1.0.0"
edit in Manifest.toml at line 1836

[2.10284099]

[2.10284099]

[[deps.XML2_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
git-tree-sha1 = "801cbe47eae69adc50f36c3caec4758d2650741b"
uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
version = "2.12.2+0"

[[deps.XMLDict]]
deps = ["EzXML", "IterTools", "OrderedCollections"]
git-tree-sha1 = "d9a3faf078210e477b291c79117676fca54da9dd"
uuid = "228000da-037f-5747-90a9-8195ccbf91a5"
version = "0.4.1"
edit in Manifest.toml at line 1853

[2.10284202]

[2.10284202]

[[deps.Zstd_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "49ce682769cd5de6c72dcf1b94ed7790cd08974c"
uuid = "3161d3a3-bdf6-5164-811a-617609db77b4"
version = "1.5.5+0"

[[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 = "30c1b8bfc2b3c7c5d8bba7cd32e8b6d5f968e7c3"
uuid = "e88e6eb3-aa80-5325-afca-941959d7151f"
version = "0.6.68"

[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"
edit in Manifest.toml at line 1876

[2.10284203]

[2.10284203]

[[deps.ZygoteRules]]
deps = ["ChainRulesCore", "MacroTools"]
git-tree-sha1 = "9d749cd449fb448aeca4feee9a2f4186dbb5d184"
uuid = "700de1a5-db45-46bc-99cf-38207098b444"
version = "0.2.4"

[[deps.cuDNN]]
deps = ["CEnum", "CUDA", "CUDA_Runtime_Discovery", "CUDNN_jll"]
git-tree-sha1 = "94f6b231d21b8a10f5c3ccc4b4009017ca922847"
uuid = "02a925ec-e4fe-4b08-9a7e-0d78e3d38ccd"
version = "1.2.2"
edit in Manifest.toml at line 1893

[2.10284331]

[2.10284331]

[[deps.libpng_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"]
git-tree-sha1 = "93284c28274d9e75218a416c65ec49d0e0fcdf3d"
uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f"
version = "1.6.40+0"

[[deps.libsixel_jll]]
deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Pkg", "libpng_jll"]
git-tree-sha1 = "d4f63314c8aa1e48cd22aa0c17ed76cd1ae48c3c"
uuid = "075b6546-f08a-558a-be8f-8157d0f608a5"
version = "1.10.3+0"