Skip to content

Catalyst ensemble simulation doesn't seem to work correctly in Pluto #3159

Open
@tejasramdas

Description

@tejasramdas

Hi, I'm having trouble running an ensemble simulation using Catalyst.jl.

  1. Pluto output
  2. Expected output (REPL)
  3. Notebook
  4. Issue: I'm trying to perform a Catalyst/DiffEq ensemble simulation using the EnsembleProblem interface. For an ODE simulation, I expect all traces to look the same since I'm not varying the parameters. When I run this through the REPL, it works correctly. When I try to run it on Pluto, each trajectory looks different. The same issue applies for the SDE and Jump process as well. It seems to be a Pluto specific issue. I can't figure out if it has something do with threading under the hood.

Environment:

julia> Pkg.status(;mode=PKGMODE_MANIFEST)
Status `~/Downloads/catalyst/Manifest.toml`
⌃ [47edcb42] ADTypes v1.9.0
  [621f4979] AbstractFFTs v1.5.0
  [6e696c72] AbstractPlutoDingetjes v1.3.2
  [1520ce14] AbstractTrees v0.4.5
⌃ [7d9f7c33] Accessors v0.1.38
⌃ [79e6a3ab] Adapt v4.1.0
  [35492f91] AdaptivePredicates v1.2.0
  [66dad0bd] AliasTables v1.1.3
  [27a7e980] Animations v0.4.2
  [ec485272] ArnoldiMethod v0.4.0
⌃ [4fba245c] ArrayInterface v7.16.0
⌃ [4c555306] ArrayLayouts v1.10.3
  [67c07d97] Automa v1.1.0
  [13072b0f] AxisAlgorithms v1.1.0
  [39de3d68] AxisArrays v0.4.7
⌃ [aae01518] BandedMatrices v1.7.5
  [e2ed5e7c] Bijections v0.1.9
  [d1d4a3ce] BitFlags v0.1.9
  [62783981] BitTwiddlingConvenienceFunctions v0.1.6
⌃ [8e7c35d0] BlockArrays v1.1.1
  [824d6782] Bonito v4.0.3
⌃ [764a87c0] BoundaryValueDiffEq v5.11.0
  [fa961155] CEnum v0.5.0
  [2a0fbf3d] CPUSummary v0.2.6
  [00ebfdb7] CSTParser v3.4.3
  [159f3aea] Cairo v1.1.1
⌃ [13f3f980] CairoMakie v0.12.16
  [479239e8] Catalyst v14.4.1
⌃ [d360d2e6] ChainRulesCore v1.25.0
  [fb6a15b2] CloseOpenIntervals v0.1.13
  [da1fd8a2] CodeTracking v1.3.6
⌃ [944b1d66] CodecZlib v0.7.6
⌃ [a2cac450] ColorBrewer v0.4.0
⌃ [35d6a980] ColorSchemes v3.27.1
⌅ [3da002f7] ColorTypes v0.11.5
⌃ [c3611d14] ColorVectorSpace v0.10.0
⌅ [5ae59095] Colors v0.12.11
  [861a8166] Combinatorics v1.0.2
⌅ [a80b9123] CommonMark v0.8.15
  [38540f10] CommonSolve v0.2.4
  [bbf7d656] CommonSubexpressions v0.3.1
  [f70d9fcc] CommonWorldInvalidations v1.0.0
  [34da2185] Compat v4.16.0
  [b152e2b5] CompositeTypes v0.1.4
  [a33af91c] CompositionsBase v0.1.2
  [2569d6c7] ConcreteStructs v0.2.3
⌃ [f0e56b4a] ConcurrentUtilities v2.4.2
  [187b0558] ConstructionBase v1.5.8
  [d38c429a] Contour v0.6.3
  [adafc99b] CpuId v0.3.1
  [a8cc5b0e] Crayons v4.1.1
  [9a962f9c] DataAPI v1.16.0
⌃ [864edb3b] DataStructures v0.18.20
  [e2d170a0] DataValueInterfaces v1.0.0
  [31a5f54b] Debugger v0.7.10
⌃ [927a84f5] DelaunayTriangulation v1.6.1
⌃ [bcd4f6db] DelayDiffEq v5.48.1
⌃ [2b5f629d] DiffEqBase v6.158.3
⌅ [459566f4] DiffEqCallbacks v3.9.1
⌃ [77a26b50] DiffEqNoiseProcess v5.23.0
  [163ba53b] DiffResults v1.1.0
  [b552c78f] DiffRules v1.15.1
⌃ [0c46a032] DifferentialEquations v7.14.0
⌃ [a0c0ee7d] DifferentiationInterface v0.6.16
⌃ [8d63f2c5] DispatchDoctor v0.4.16
  [b4f34e82] Distances v0.10.12
⌃ [31c24e10] Distributions v0.25.112
  [ffbed154] DocStringExtensions v0.9.3
⌃ [5b8099bc] DomainSets v0.7.14
⌃ [7c1d4256] DynamicPolynomials v0.6.0
⌃ [06fc5a27] DynamicQuantities v1.1.0
  [4e289a0a] EnumX v1.0.4
⌃ [f151be2c] EnzymeCore v0.8.4
  [429591f6] ExactPredicates v2.2.8
⌃ [460bff9d] ExceptionUnwrapping v0.1.10
⌃ [d4d017d3] ExponentialUtilities v1.26.1
  [e2ba6199] ExprTools v0.1.10
⌅ [6b7a57c9] Expronicon v0.8.5
⌃ [411431e0] Extents v0.1.4
⌃ [7a1cc6ca] FFTW v1.8.0
  [9d29842c] FastAlmostBandedMatrices v0.1.4
  [7034ab61] FastBroadcast v0.3.5
  [9aa1b823] FastClosures v0.3.2
  [29a986be] FastLapackInterface v2.0.4
⌃ [a4df4552] FastPower v1.1.0
⌃ [5789e2e9] FileIO v1.16.5
⌅ [8fc22ac5] FilePaths v0.8.3
⌃ [48062228] FilePathsBase v0.9.22
  [1a297f60] FillArrays v1.13.0
  [64ca27bc] FindFirstFunctions v1.4.1
⌃ [6a86dc24] FiniteDiff v2.26.0
  [53c48c17] FixedPointNumbers v0.8.5
  [1fa38f19] Format v1.3.7
⌃ [f6369f11] ForwardDiff v0.10.36
  [b38be410] FreeType v4.1.1
⌃ [663a7486] FreeTypeAbstraction v0.10.5
  [069b7b12] FunctionWrappers v1.1.3
  [77dc65aa] FunctionWrappersWrappers v0.1.3
⌅ [d9f16b24] Functors v0.4.12
⌅ [46192b85] GPUArraysCore v0.1.6
⌃ [14197337] GenericLinearAlgebra v0.3.13
  [c145ed77] GenericSchur v0.5.4
⌃ [68eda718] GeoFormatTypes v0.4.2
⌃ [cf35fbd7] GeoInterface v1.3.8
⌅ [5c1252a2] GeometryBasics v0.4.11
  [c27321d9] Glob v1.3.1
  [a2bd30eb] Graphics v1.1.3
  [86223c79] Graphs v1.12.0
⌃ [3955a311] GridLayoutBase v0.11.0
  [42e2da0e] Grisu v1.0.2
⌃ [cd3eb016] HTTP v1.10.10
  [eafb193a] Highlights v0.5.3
  [3e5b6fbb] HostCPUFeatures v0.1.17
⌃ [34004b35] HypergeometricFunctions v0.3.24
  [47d2ed2b] Hyperscript v0.0.5
  [ac1192a8] HypertextLiteral v0.9.5
  [b5f81e59] IOCapture v0.2.5
  [615f187c] IfElse v0.1.1
  [2803e5a7] ImageAxes v0.6.12
  [c817782e] ImageBase v0.1.7
  [a09fc81d] ImageCore v0.10.5
  [82e4d734] ImageIO v0.6.9
  [bc367c6b] ImageMetadata v0.9.10
  [9b13fd28] IndirectArrays v1.0.0
  [d25df0c9] Inflate v0.1.5
  [18e54dd8] IntegerMathUtils v0.1.2
  [a98d9a8b] Interpolations v0.15.1
⌃ [d1acc4aa] IntervalArithmetic v0.22.19
  [8197267c] IntervalSets v0.7.10
  [3587e190] InverseFunctions v0.1.17
⌃ [92d709cd] IrrationalConstants v0.2.2
  [f1662d9f] Isoband v0.1.1
  [c8e1da08] IterTools v1.10.0
  [82899510] IteratorInterfaceExtensions v1.0.0
⌃ [692b3bcd] JLLWrappers v1.6.1
  [682c06a0] JSON v0.21.4
⌃ [b835a17e] JpegTurbo v0.1.5
  [98e50ef6] JuliaFormatter v1.0.62
⌃ [aa1ae85d] JuliaInterpreter v0.9.38
⌃ [ccbc3e58] JumpProcesses v9.14.0
  [ef3ab10e] KLU v0.6.0
  [5ab0869b] KernelDensity v0.6.9
⌃ [ba0b0d4f] Krylov v0.9.7
  [b964fa9f] LaTeXStrings v1.4.0
  [23fbe1c1] Latexify v0.16.6
  [10f19ff3] LayoutPointers v0.1.17
⌃ [5078a376] LazyArrays v2.2.1
  [8cdb02fc] LazyModules v0.3.1
  [2d8b4e74] LevyArea v1.0.0
  [87fe0de2] LineSearch v0.1.4
  [d3d80556] LineSearches v7.3.0
⌅ [7ed4a6bd] LinearSolve v2.36.1
⌃ [2ab3a3ac] LogExpFunctions v0.3.28
  [e6f89c97] LoggingExtras v1.1.0
  [bdcacae8] LoopVectorization v0.12.171
  [6f1432cf] LoweredCodeUtils v3.1.0
⌃ [6c6e2e6c] MIMEs v1.0.0
  [d8e11817] MLStyle v0.4.17
⌃ [1914dd2f] MacroTools v0.5.13
⌅ [ee78f7c6] Makie v0.21.16
⌅ [20f20a25] MakieCore v0.8.10
  [d125e4d3] ManualMemory v0.1.8
  [dbb5928d] MappedArrays v0.4.2
  [0a4f8689] MathTeXEngine v0.6.2
  [a3b82374] MatrixFactorizations v3.0.1
  [bb5d69b7] MaybeInplace v0.1.4
  [739be429] MbedTLS v1.1.9
  [e1d29d7a] Missings v1.2.0
⌃ [961ee093] ModelingToolkit v9.47.0
  [e94cdb99] MosaicViews v0.3.4
  [99f44e22] MsgPack v1.2.1
  [46d2c3a1] MuladdMacro v0.2.4
  [102ac46a] MultivariatePolynomials v0.5.7
⌃ [d8a4904e] MutableArithmetics v1.5.2
⌃ [d41bc354] NLSolversBase v7.8.3
  [2774e3e8] NLsolve v4.5.1
⌃ [77ba4419] NaNMath v1.0.2
  [f09324ee] Netpbm v1.1.1
⌅ [8913a72c] NonlinearSolve v3.15.1
  [510215fc] Observables v0.5.5
⌃ [6fe1bfb0] OffsetArrays v1.14.1
  [52e1d378] OpenEXR v0.3.3
  [4d8831e6] OpenSSL v1.4.3
⌃ [429524aa] Optim v1.9.4
⌃ [bac558e1] OrderedCollections v1.6.3
⌃ [1dea7af3] OrdinaryDiffEq v6.89.0
⌃ [89bda076] OrdinaryDiffEqAdamsBashforthMoulton v1.1.0
⌃ [6ad6398a] OrdinaryDiffEqBDF v1.1.2
⌃ [bbf590c4] OrdinaryDiffEqCore v1.9.0
⌃ [50262376] OrdinaryDiffEqDefault v1.1.0
⌃ [4302a76b] OrdinaryDiffEqDifferentiation v1.1.0
  [9286f039] OrdinaryDiffEqExplicitRK v1.1.0
⌃ [e0540318] OrdinaryDiffEqExponentialRK v1.1.0
⌃ [becaefa8] OrdinaryDiffEqExtrapolation v1.2.0
⌃ [5960d6e9] OrdinaryDiffEqFIRK v1.2.0
  [101fe9f7] OrdinaryDiffEqFeagin v1.1.0
  [d3585ca7] OrdinaryDiffEqFunctionMap v1.1.1
  [d28bc4f8] OrdinaryDiffEqHighOrderRK v1.1.0
⌃ [9f002381] OrdinaryDiffEqIMEXMultistep v1.1.0
  [521117fe] OrdinaryDiffEqLinear v1.1.0
  [1344f307] OrdinaryDiffEqLowOrderRK v1.2.0
⌃ [b0944070] OrdinaryDiffEqLowStorageRK v1.2.1
⌃ [127b3ac7] OrdinaryDiffEqNonlinearSolve v1.2.1
  [c9986a66] OrdinaryDiffEqNordsieck v1.1.0
⌃ [5dd0a6cf] OrdinaryDiffEqPDIRK v1.1.0
  [5b33eab2] OrdinaryDiffEqPRK v1.1.0
  [04162be5] OrdinaryDiffEqQPRK v1.1.0
  [af6ede74] OrdinaryDiffEqRKN v1.1.0
⌃ [43230ef6] OrdinaryDiffEqRosenbrock v1.2.0
⌃ [2d112036] OrdinaryDiffEqSDIRK v1.1.0
⌃ [669c94d9] OrdinaryDiffEqSSPRK v1.2.0
⌃ [e3e12d00] OrdinaryDiffEqStabilizedIRK v1.1.0
  [358294b1] OrdinaryDiffEqStabilizedRK v1.1.0
⌃ [fa646aed] OrdinaryDiffEqSymplecticRK v1.1.0
  [b1df2697] OrdinaryDiffEqTsit5 v1.1.0
  [79d7bb75] OrdinaryDiffEqVerner v1.1.1
⌃ [90014a1f] PDMats v0.11.31
⌃ [f57f5aa1] PNGFiles v0.4.3
  [65ce6f38] PackageExtensionCompat v1.0.2
⌃ [19eb6ba3] Packing v0.5.0
  [5432bcbf] PaddedViews v0.5.12
  [d96e819e] Parameters v0.12.3
  [69de0a69] Parsers v2.8.1
  [eebad327] PkgVersion v0.3.3
  [995b91a9] PlotUtils v1.4.3
  [7f904dfe] PlutoUI v0.7.61
  [e409e4f3] PoissonRandom v0.4.4
  [f517fe37] Polyester v0.7.16
  [1d0040c9] PolyesterWeave v0.2.2
  [647866c9] PolygonOps v0.1.2
⌃ [f27b6e38] Polynomials v4.0.11
  [85a6dd25] PositiveFactorizations v0.2.4
⌃ [d236fae5] PreallocationTools v0.4.24
  [aea7be01] PrecompileTools v1.2.1
  [21216c6a] Preferences v1.4.3
⌃ [27ebfcd6] Primes v0.5.6
  [92933f4c] ProgressMeter v1.10.2
⌃ [43287f4e] PtrArrays v1.2.1
  [4b34888f] QOI v1.0.1
⌃ [1fd47b50] QuadGK v2.11.1
  [74087812] Random123 v1.7.0
  [e6cf234a] RandomNumbers v1.6.0
  [b3c3ace0] RangeArrays v0.3.2
  [c84ed2f1] Ratios v0.4.5
  [3cdcf5f2] RecipesBase v1.3.4
⌃ [731186ca] RecursiveArrayTools v3.27.0
  [f2c3362d] RecursiveFactorization v0.2.23
  [189a3867] Reexport v1.2.2
  [05181044] RelocatableFolders v1.0.1
⌃ [ae029012] Requires v1.3.0
  [ae5879a3] ResettableStacks v1.1.1
  [295af30f] Revise v3.7.2
  [79098fc4] Rmath v0.8.0
  [47965b36] RootedTrees v2.23.1
  [5eaf0fd0] RoundingEmulator v0.2.1
  [7e49a35a] RuntimeGeneratedFunctions v0.5.13
⌃ [fdea26ae] SIMD v3.7.0
  [94e857df] SIMDTypes v0.1.0
  [476501e8] SLEEFPirates v0.6.43
⌃ [0bca4576] SciMLBase v2.56.4
⌃ [19f34311] SciMLJacobianOperators v0.1.0
⌃ [c0aeaf25] SciMLOperators v0.3.11
⌃ [53ae85a6] SciMLStructures v1.5.0
  [6c6a2e73] Scratch v1.2.1
⌃ [efcf1570] Setfield v1.1.1
⌅ [65257c39] ShaderAbstractions v0.4.1
  [992d4aef] Showoff v1.0.3
  [73760f76] SignedDistanceFields v0.4.0
  [777ac1f9] SimpleBufferStream v1.2.0
⌅ [727e6d20] SimpleNonlinearSolve v1.12.3
  [699a6c99] SimpleTraits v0.9.4
  [ce78b400] SimpleUnPack v1.1.0
  [45858cf5] Sixel v0.1.3
  [a2af1166] SortingAlgorithms v1.2.1
⌃ [9f842d2f] SparseConnectivityTracer v0.6.8
⌃ [47a9eef4] SparseDiffTools v2.23.0
⌃ [0a514795] SparseMatrixColorings v0.4.8
  [e56a9233] Sparspak v0.3.9
⌃ [276daf66] SpecialFunctions v2.4.0
  [860ef19b] StableRNGs v1.0.2
  [cae243ae] StackViews v0.1.1
⌃ [aedffcd0] Static v1.1.1
  [0d7ed370] StaticArrayInterface v1.8.0
⌃ [90137ffa] StaticArrays v1.9.8
  [1e83bf80] StaticArraysCore v1.4.3
  [82ae8749] StatsAPI v1.7.0
  [2913bbd2] StatsBase v0.34.4
  [4c63d2b9] StatsFuns v1.3.2
⌃ [9672c7b4] SteadyStateDiffEq v2.4.1
⌃ [789caeaf] StochasticDiffEq v6.70.0
  [7792a7ef] StrideArraysCore v0.5.7
⌅ [09ab397b] StructArrays v0.6.18
⌃ [c3572dad] Sundials v4.26.0
⌃ [2efcf032] SymbolicIndexingInterface v0.3.33
  [19f23fe9] SymbolicLimits v0.2.2
⌃ [d1185830] SymbolicUtils v3.7.2
⌃ [0c5d862f] Symbolics v6.15.3
  [3783bdb8] TableTraits v1.0.1
  [bd369af6] Tables v1.12.0
  [62fd8b95] TensorCore v0.1.1
  [8ea1fca8] TermInterface v2.0.0
  [1c621080] TestItems v1.0.0
  [b189fb0b] ThreadPools v2.1.1
  [8290d209] ThreadingUtilities v0.5.2
⌃ [731e570b] TiffImages v0.11.1
⌃ [a759f4b9] TimerOutputs v0.5.25
  [0796e94c] Tokenize v0.5.29
  [3bb67fe8] TranscodingStreams v0.11.3
  [d5829a12] TriangularSolve v0.2.1
⌃ [410a4b4d] Tricks v0.1.9
  [981d1d27] TriplotBase v0.1.0
  [781d530d] TruncatedStacktraces v1.4.0
  [5c2747f8] URIs v1.5.1
  [3a884ed6] UnPack v1.0.2
  [1cfade01] UnicodeFun v0.4.1
⌃ [1986cc42] Unitful v1.21.0
  [a7c27f48] Unityper v0.1.6
⌃ [3d5dd08c] VectorizationBase v0.21.70
  [19fa3120] VertexSafeGraphs v0.2.0
⌃ [276b4fcb] WGLMakie v0.10.16
  [e3aaa7dc] WebP v0.1.3
  [eead4739] WidgetsBase v0.1.4
  [efce3f68] WoodburyMatrices v1.0.0
⌃ [6e34b625] Bzip2_jll v1.0.8+2
  [4e9b3aee] CRlibm_jll v1.0.1+0
⌃ [83423d85] Cairo_jll v1.18.2+1
⌅ [04572ae6] Deno_jll v1.33.4+0
  [5ae413db] EarCut_jll v2.2.4+0
⌃ [2e619515] Expat_jll v2.6.4+0
⌅ [b22a6f82] FFMPEG_jll v6.1.2+0
⌃ [f5851436] FFTW_jll v3.3.10+1
⌃ [a3f928ae] Fontconfig_jll v2.13.96+0
⌃ [d7e528f0] FreeType2_jll v2.13.2+0
⌃ [559328eb] FriBidi_jll v1.0.14+0
  [78b55507] Gettext_jll v0.21.0+0
⌃ [59f7168a] Giflib_jll v5.2.2+0
⌃ [7746bdde] Glib_jll v2.80.5+0
⌃ [3b182d85] Graphite2_jll v1.3.14+0
⌃ [2e76f6c2] HarfBuzz_jll v8.3.1+0
  [905a6f67] Imath_jll v3.1.11+0
⌅ [1d5cc7b8] IntelOpenMP_jll v2024.2.1+0
⌃ [aacddb02] JpegTurbo_jll v3.0.4+0
  [c1c5ebd0] LAME_jll v3.100.2+0
⌃ [88015f11] LERC_jll v4.0.0+0
  [1d63c593] LLVMOpenMP_jll v18.1.7+0
⌃ [dd4b983a] LZO_jll v2.10.2+1
⌅ [e9f186c6] Libffi_jll v3.2.2+1
  [d4300ac3] Libgcrypt_jll v1.11.0+0
⌃ [7e76a0d4] Libglvnd_jll v1.6.0+0
⌃ [7add5ba3] Libgpg_error_jll v1.50.0+0
⌃ [94ce4f54] Libiconv_jll v1.17.0+1
⌃ [4b2f31a3] Libmount_jll v2.40.1+0
⌃ [89763e89] Libtiff_jll v4.7.0+0
⌃ [38a345b3] Libuuid_jll v2.40.1+0
⌅ [856f044c] MKL_jll v2024.2.0+0
  [e7412a2a] Ogg_jll v1.3.5+1
  [18a262bb] OpenEXR_jll v3.2.4+0
⌃ [458c3c95] OpenSSL_jll v3.0.15+1
⌃ [efe28fd5] OpenSpecFun_jll v0.5.5+0
  [91d4177d] Opus_jll v1.3.3+0
⌃ [36c8627f] Pango_jll v1.54.1+0
⌅ [30392449] Pixman_jll v0.43.4+0
  [f50d1b31] Rmath_jll v0.5.1+0
⌅ [fb77eaff] Sundials_jll v5.2.2+0
⌃ [02c8fc9c] XML2_jll v2.13.5+0
⌃ [aed1982a] XSLT_jll v1.1.41+0
⌃ [ffd25f8a] XZ_jll v5.6.3+0
⌃ [4f6342f7] Xorg_libX11_jll v1.8.6+0
⌃ [0c0b7dd1] Xorg_libXau_jll v1.0.11+0
⌃ [a3789734] Xorg_libXdmcp_jll v1.1.4+0
⌃ [1082639a] Xorg_libXext_jll v1.3.6+0
⌃ [ea2f1a96] Xorg_libXrender_jll v0.9.11+0
⌃ [14d82f49] Xorg_libpthread_stubs_jll v0.1.1+0
⌃ [c7cfdc94] Xorg_libxcb_jll v1.17.0+0
⌃ [c5fb5394] Xorg_xtrans_jll v1.5.0+0
⌃ [3161d3a3] Zstd_jll v1.5.6+1
  [9a68df92] isoband_jll v0.2.3+0
⌃ [a4ae2306] libaom_jll v3.9.0+0
  [0ac62f75] libass_jll v0.15.2+0
  [f638f0a6] libfdk_aac_jll v2.0.3+0
⌃ [b53b4c65] libpng_jll v1.6.44+0
⌃ [075b6546] libsixel_jll v1.10.3+1
  [f27f6e37] libvorbis_jll v1.3.7+2
⌃ [c5f90fcd] libwebp_jll v1.4.0+0
⌃ [1317d2d5] oneTBB_jll v2021.12.0+0
⌃ [1270edf5] x264_jll v10164.0.0+0
⌅ [dfaa095f] x265_jll v3.6.0+0
  [0dad84c5] ArgTools v1.1.1
  [56f22d72] Artifacts
  [2a0f44e3] Base64
  [8bf52ea8] CRC32c
  [ade2ca70] Dates
  [8ba89e20] Distributed
  [f43a241f] Downloads v1.6.0
  [7b1f6079] FileWatching
  [9fa8497b] Future
  [b77e0a4c] InteractiveUtils
  [4af54fe1] LazyArtifacts
  [b27032c2] LibCURL v0.6.4
  [76f85450] LibGit2
  [8f399da3] Libdl
  [37e2e46d] LinearAlgebra
  [56ddb016] Logging
  [d6f4376e] Markdown
  [a63ad114] Mmap
  [ca575930] NetworkOptions v1.2.0
  [44cfe95a] Pkg v1.10.0
  [de0858da] Printf
  [3fa0cd96] REPL
  [9a3f8284] Random
  [ea8e919c] SHA v0.7.0
  [9e88b42a] Serialization
  [1a1011a3] SharedArrays
  [6462fe0b] Sockets
  [2f01184e] SparseArrays v1.10.0
  [10745b16] Statistics v1.10.0
  [4607b0f0] SuiteSparse
  [fa267f1f] TOML v1.0.3
  [a4e569a6] Tar v1.10.0
  [8dfed614] Test
  [cf7118a7] UUIDs
  [4ec0a83e] Unicode
  [e66e0078] CompilerSupportLibraries_jll v1.1.1+0
  [deac9b47] LibCURL_jll v8.4.0+0
  [e37daf67] LibGit2_jll v1.6.4+0
  [29816b5a] LibSSH2_jll v1.11.0+1
  [c8ffd9c3] MbedTLS_jll v2.28.2+1
  [14a3606d] MozillaCACerts_jll v2023.1.10
  [4536629a] OpenBLAS_jll v0.3.23+4
  [05823500] OpenLibm_jll v0.8.1+2
  [efcefdf7] PCRE2_jll v10.42.0+1
  [bea87d4a] SuiteSparse_jll v7.2.1+1
  [83775a58] Zlib_jll v1.2.13+1
  [8e850b90] libblastrampoline_jll v5.11.0+0
  [8e850ede] nghttp2_jll v1.52.0+1
  [3f19e933] p7zip_jll v17.4.0+2
Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m`

Thanks for the help!

Metadata

Metadata

Assignees

No one assigned

    Labels

    other packagesIntegration with other Julia packages

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions