SciML: Differentiable Modeling and Simulation Combined with Machine Learning
The SciML organization is a collection of tools for solving equations and modeling systems developed in the Julia programming language with bindings to other languages such as R and Python. The organization provides well-maintained tools which compose together as a coherent ecosystem. It has a coherent development principle, unified APIs over large collections of equation solvers, pervasive differentiability and sensitivity analysis, and features many of the highest performance and parallel implementations one can find.
Scientific Machine Learning (SciML) = Scientific Computing + Machine Learning
Where to Start?
- Want to get started running some code? Check out the Getting Started tutorials.
- What is SciML? Check out our Overview.
- Want to see some cool end-to-end examples? Check out the SciML Showcase.
- Curious about our performance claims? Check out the SciML Open Benchmarks.
- Want to learn more about how SciML does scientific machine learning? Check out the SciML Book (from MIT's 18.337 graduate course).
- Want to chat with someone? Check out our chat room and forums.
- Want to see our code? Check out the SciML GitHub organization.
And for diving into the details, use the bar on the top to navigate to the submodule of interest!
Reproducibility
The documentation of the SciML Showcase was built using these direct dependencies,
Status `~/github-runners/demeter4-2/_work/SciMLDocs/SciMLDocs/docs/Project.toml`
[0bf59076] AdvancedHMC v0.8.4
[6e4b80f9] BenchmarkTools v1.8.0
[336ed68f] CSV v0.10.16
[052768ef] CUDA v6.1.0
[b0b7db55] ComponentArrays v0.15.38
[2445eb08] DataDrivenDiffEq v1.15.0
[5b588203] DataDrivenSparse v0.1.4
[a93c6f00] DataFrames v1.8.2
[071ae1c0] DiffEqGPU v3.15.0
[0c46a032] DifferentialEquations v8.0.0
[31c24e10] Distributions v0.25.125
[e30172f5] Documenter v1.17.0
⌅ [5b8099bc] DomainSets v0.7.18
[587475ba] Flux v0.16.10
[f6369f11] ForwardDiff v1.3.3
[40713840] IncompleteLU v0.2.1
[de52edbc] Integrals v5.4.0
[d3d80556] LineSearches v7.6.2
[7ed4a6bd] LinearSolve v3.77.0
[b2108857] Lux v1.31.4
[d0bbae9a] LuxCUDA v0.3.6
[bb33d45b] LuxCore v1.5.3
[c7f686f2] MCMCChains v7.7.0
[7e8f7934] MLDataDevices v1.17.10
[eff96d63] Measurements v2.14.1
[94925ecb] MethodOfLines v0.11.12
[961ee093] ModelingToolkit v11.26.0
[f162e290] ModelingToolkitNeuralNets v2.5.1
[87ed4bf0] MultiDocumenter v0.8.0
[315f7962] NeuralPDE v6.0.0
[8913a72c] NonlinearSolve v4.19.0
[7f7a1694] Optimization v5.5.1
[3e6eede4] OptimizationBBO v0.4.7
[fd9f6733] OptimizationMOI v1.3.1
[4e6fcdb7] OptimizationNLopt v0.3.11
[36348300] OptimizationOptimJL v0.4.14
[42dfb2eb] OptimizationOptimisers v0.3.17
[500b13db] OptimizationPolyalgorithms v0.3.6
[1dea7af3] OrdinaryDiffEq v7.0.0
[1344f307] OrdinaryDiffEqLowOrderRK v2.1.0
[43230ef6] OrdinaryDiffEqRosenbrock v2.1.0
[2d112036] OrdinaryDiffEqSDIRK v2.1.0
[358294b1] OrdinaryDiffEqStabilizedRK v2.1.0
[91a5bcdd] Plots v1.41.6
[0bca4576] SciMLBase v3.10.0
[afe9f18d] SciMLExpectations v2.7.0
[1ed8b502] SciMLSensitivity v7.108.0
[53ae85a6] SciMLStructures v1.10.0
[860ef19b] StableRNGs v1.0.4
[90137ffa] StaticArrays v1.9.18
[10745b16] Statistics v1.11.1
[f3b207a7] StatsPlots v0.15.8
[789caeaf] StochasticDiffEq v7.0.0
[2efcf032] SymbolicIndexingInterface v0.3.47
[8254be44] SymbolicRegression v1.13.2
[0c5d862f] Symbolics v7.23.0
[1986cc42] Unitful v1.28.0
[e88e6eb3] Zygote v0.7.10
[76f85450] LibGit2 v1.11.0
[37e2e46d] LinearAlgebra v1.11.0
[44cfe95a] Pkg v1.11.0
[de0858da] Printf v1.11.0
[9a3f8284] Random v1.11.0
Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated`and using this machine and Julia version.
Julia Version 1.11.9
Commit 53a02c0720c (2026-02-06 00:27 UTC)
Build Info:
Official https://julialang.org/ release
Platform Info:
OS: Linux (x86_64-linux-gnu)
CPU: 64 × AMD EPYC 9354 32-Core Processor
WORD_SIZE: 64
LLVM: libLLVM-16.0.6 (ORCJIT, znver4)
Threads: 1 default, 0 interactive, 1 GC (on 64 virtual cores)
Environment:
JULIA_DEBUG = Documenter
JULIA_DEPOT_PATH = /home/chrisrackauckas/github-runners/demeter4-2/.julia
JULIA_PKG_SERVER =A more complete overview of all dependencies and their versions is also provided.
Status `~/github-runners/demeter4-2/_work/SciMLDocs/SciMLDocs/docs/Manifest.toml`
[47edcb42] ADTypes v1.22.0
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[a134a8b2] BlackBoxOptim v0.6.4
[8e7c35d0] BlockArrays v1.9.3
[70df07ce] BracketingNonlinearSolve v1.12.1
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[2a0fbf3d] CPUSummary v0.2.7
[336ed68f] CSV v0.10.16
[052768ef] CUDA v6.1.0
[bd0ed864] CUDACore v6.1.0
[9ec180c6] CUDATools v6.1.0
[1af6417a] CUDA_Runtime_Discovery v2.0.0
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[49dc2e85] Calculus v0.5.2
[7057c7e9] Cassette v0.3.14
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[aaaa29a8] Clustering v0.15.8
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[5ae59095] Colors v0.13.1
⌅ [861a8166] Combinatorics v1.0.2
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[bbf7d656] CommonSubexpressions v0.3.1
[f70d9fcc] CommonWorldInvalidations v1.0.0
[34da2185] Compat v4.18.1
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[187b0558] ConstructionBase v1.6.0
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[d38c429a] Contour v0.6.3
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[a8cc5b0e] Crayons v4.1.1
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[2445eb08] DataDrivenDiffEq v1.15.0
[5b588203] DataDrivenSparse v0.1.4
[a93c6f00] DataFrames v1.8.2
[82cc6244] DataInterpolations v8.10.0
[864edb3b] DataStructures v0.19.4
[e2d170a0] DataValueInterfaces v1.0.0
[244e2a9f] DefineSingletons v0.1.2
[8bb1440f] DelimitedFiles v1.9.1
[85a47980] Dictionaries v0.4.6
[2b5f629d] DiffEqBase v7.4.0
[459566f4] DiffEqCallbacks v4.17.0
[071ae1c0] DiffEqGPU v3.15.0
[77a26b50] DiffEqNoiseProcess v5.31.1
[163ba53b] DiffResults v1.1.0
[b552c78f] DiffRules v1.15.1
[0c46a032] DifferentialEquations v8.0.0
[a0c0ee7d] DifferentiationInterface v0.7.18
[8d63f2c5] DispatchDoctor v0.4.28
[b4f34e82] Distances v0.10.12
[31c24e10] Distributions v0.25.125
[ffbed154] DocStringExtensions v0.9.5
[e30172f5] Documenter v1.17.0
⌅ [5b8099bc] DomainSets v0.7.18
⌅ [7317a516] DynamicDiff v0.2.1
⌅ [a40a106e] DynamicExpressions v1.11.0
[7c1d4256] DynamicPolynomials v0.6.6
[06fc5a27] DynamicQuantities v1.12.3
[4e289a0a] EnumX v1.0.7
[7da242da] Enzyme v0.13.146
[f151be2c] EnzymeCore v0.8.20
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[e2ba6199] ExprTools v0.1.10
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[55351af7] ExproniconLite v0.10.14
[c87230d0] FFMPEG v0.4.5
[b86e33f2] FFTA v0.3.1
[cc61a311] FLoops v0.2.2
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[9aa1b823] FastClosures v0.3.2
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[64ca27bc] FindFirstFunctions v1.8.0
[6a86dc24] FiniteDiff v2.31.0
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[587475ba] Flux v0.16.10
[1fa38f19] Format v1.3.7
[f6369f11] ForwardDiff v1.3.3
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[069b7b12] FunctionWrappers v1.1.3
[77dc65aa] FunctionWrappersWrappers v1.8.0
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[46192b85] GPUArraysCore v0.2.0
[61eb1bfa] GPUCompiler v1.10.0
[096a3bc2] GPUToolbox v1.1.1
[28b8d3ca] GR v0.73.24
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[d7ba0133] Git v1.5.0
[86223c79] Graphs v1.14.0
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[708ec375] Gumbo v0.8.3
[19dc6840] HCubature v1.8.0
[cd3eb016] HTTP v1.11.0
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[34004b35] HypergeometricFunctions v0.3.28
⌅ [ac1192a8] HypertextLiteral v0.9.5
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[40713840] IncompleteLU v0.2.1
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[d25df0c9] Inflate v0.1.5
[22cec73e] InitialValues v0.3.1
[842dd82b] InlineStrings v1.4.5
[18e54dd8] IntegerMathUtils v0.1.3
[de52edbc] Integrals v5.4.0
[85a1e053] Interfaces v0.3.2
[a98d9a8b] Interpolations v0.16.2
[8197267c] IntervalSets v0.7.14
[3587e190] InverseFunctions v0.1.17
[41ab1584] InvertedIndices v1.3.1
[92d709cd] IrrationalConstants v0.2.6
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[1019f520] JLFzf v0.1.11
[692b3bcd] JLLWrappers v1.8.0
⌅ [682c06a0] JSON v0.21.4
[ae98c720] Jieko v0.2.1
[b14d175d] JuliaVariables v0.2.4
[ccbc3e58] JumpProcesses v9.28.0
[63c18a36] KernelAbstractions v0.9.41
[5ab0869b] KernelDensity v0.6.11
[ba0b0d4f] Krylov v0.10.6
[929cbde3] LLVM v9.8.1
[8b046642] LLVMLoopInfo v1.0.0
[b964fa9f] LaTeXStrings v1.4.0
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[0e77f7df] LazilyInitializedFields v1.3.0
[1d6d02ad] LeftChildRightSiblingTrees v0.2.1
[87fe0de2] LineSearch v0.1.9
[d3d80556] LineSearches v7.6.2
[7ed4a6bd] LinearSolve v3.77.0
[6fdf6af0] LogDensityProblems v2.2.0
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[b2108857] Lux v1.31.4
[d0bbae9a] LuxCUDA v0.3.6
[bb33d45b] LuxCore v1.5.3
[82251201] LuxLib v1.15.9
[c7f686f2] MCMCChains v7.7.0
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[e80e1ace] MLJModelInterface v1.12.1
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[128add7d] MicroCollections v0.2.0
[e1d29d7a] Missings v1.2.0
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[f162e290] ModelingToolkitNeuralNets v2.5.1
[6bb917b9] ModelingToolkitTearing v1.13.4
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[0987c9cc] MonteCarloMeasurements v1.5.2
[2e0e35c7] Moshi v0.3.7
[46d2c3a1] MuladdMacro v0.2.4
[87ed4bf0] MultiDocumenter v0.8.0
[102ac46a] MultivariatePolynomials v0.5.19
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[50262376] OrdinaryDiffEqDefault v2.1.0
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[1344f307] OrdinaryDiffEqLowOrderRK v2.1.0
[127b3ac7] OrdinaryDiffEqNonlinearSolve v2.0.0
[43230ef6] OrdinaryDiffEqRosenbrock v2.1.0
[b4bd8bb3] OrdinaryDiffEqRosenbrockTableaus v2.0.0
[2d112036] OrdinaryDiffEqSDIRK v2.1.0
[358294b1] OrdinaryDiffEqStabilizedRK v2.1.0
[b1df2697] OrdinaryDiffEqTsit5 v2.0.0
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[a7812802] PDEBase v0.1.23
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[85a6dd25] PositiveFactorizations v0.2.4
[d236fae5] PreallocationTools v1.2.0
⌅ [aea7be01] PrecompileTools v1.2.1
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[ae029012] Requires v1.3.1
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[79098fc4] Rmath v0.9.0
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[0bca4576] SciMLBase v3.10.0
[afe9f18d] SciMLExpectations v2.7.0
[19f34311] SciMLJacobianOperators v0.1.13
⌅ [a6db7da4] SciMLLogging v1.10.0
[c0aeaf25] SciMLOperators v1.21.0
[431bcebd] SciMLPublic v1.0.1
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[53ae85a6] SciMLStructures v1.10.0
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[64bff920] StatisticalTraits v3.5.0
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[f3b207a7] StatsPlots v0.15.8
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[19c5a474] StochasticDiffEqCore v2.0.0
[0520c28c] StochasticDiffEqHighOrder v2.1.0
[ebf54054] StochasticDiffEqIIF v2.0.0
[5080b986] StochasticDiffEqImplicit v2.0.0
[aefaaa88] StochasticDiffEqLeaping v2.0.0
[90dbc90e] StochasticDiffEqLevyArea v2.0.0
[d15fe365] StochasticDiffEqLowOrder v2.0.0
[8c95a807] StochasticDiffEqMilstein v2.0.0
[db241ea8] StochasticDiffEqROCK v2.0.0
[49714585] StochasticDiffEqRODE v2.0.0
[af2a2fcd] StochasticDiffEqWeak v2.0.0
[892a3eda] StringManipulation v0.4.4
[09ab397b] StructArrays v0.7.3
[53d494c1] StructIO v0.3.1
[2efcf032] SymbolicIndexingInterface v0.3.47
[19f23fe9] SymbolicLimits v1.1.0
[8254be44] SymbolicRegression v1.13.2
[d1185830] SymbolicUtils v4.29.1
[0c5d862f] Symbolics v7.23.0
[ab02a1b2] TableOperations v1.2.0
[3783bdb8] TableTraits v1.0.1
[bd369af6] Tables v1.12.1
[ed4db957] TaskLocalValues v0.1.3
[62fd8b95] TensorCore v0.1.1
[8ea1fca8] TermInterface v2.0.0
[5d786b92] TerminalLoggers v0.1.7
[1c621080] TestItems v1.0.0
[a759f4b9] TimerOutputs v0.5.29
[9f7883ad] Tracker v0.2.38
[e689c965] Tracy v0.1.6
[3bb67fe8] TranscodingStreams v0.11.3
[28d57a85] Transducers v0.4.85
[410a4b4d] Tricks v0.1.13
[781d530d] TruncatedStacktraces v1.4.0
[5c2747f8] URIs v1.6.1
[3a884ed6] UnPack v1.0.2
[1cfade01] UnicodeFun v0.4.1
[1986cc42] Unitful v1.28.0
[013be700] UnsafeAtomics v0.3.1
[41fe7b60] Unzip v0.2.0
[3d5dd08c] VectorizationBase v0.21.72
[d30d5f5c] WeakCacheSets v0.1.0
[ea10d353] WeakRefStrings v1.4.3
[d49dbf32] WeightInitializers v1.3.3
[cc8bc4a8] Widgets v0.6.7
[efce3f68] WoodburyMatrices v1.1.0
[76eceee3] WorkerUtilities v1.6.1
[e88e6eb3] Zygote v0.7.10
[700de1a5] ZygoteRules v0.2.7
[182d3088] cuBLAS v6.1.0
[02a925ec] cuDNN v6.1.0
[533571aa] cuFFT v6.1.0
[20fd9a0b] cuRAND v6.1.0
[887afef0] cuSOLVER v6.1.0
[b26da814] cuSPARSE v6.1.0
⌅ [68821587] Arpack_jll v3.5.2+0
[6e34b625] Bzip2_jll v1.0.9+0
[d1e2174e] CUDA_Compiler_jll v0.4.3+0
[4ee394cb] CUDA_Driver_jll v13.2.1+0
[76a88914] CUDA_Runtime_jll v0.21.0+1
[62b44479] CUDNN_jll v9.20.0+0
[83423d85] Cairo_jll v1.18.7+0
[7bc98958] Cubature_jll v1.0.5+0
[ee1fde0b] Dbus_jll v1.16.2+0
[7cc45869] Enzyme_jll v0.0.260+0
[2702e6a9] EpollShim_jll v0.0.20230411+1
[2e619515] Expat_jll v2.8.0+0
[b22a6f82] FFMPEG_jll v8.1.0+0
[a3f928ae] Fontconfig_jll v2.17.1+0
[d7e528f0] FreeType2_jll v2.14.3+1
[559328eb] FriBidi_jll v1.0.17+0
[0656b61e] GLFW_jll v3.4.1+1
[d2c73de3] GR_jll v0.73.24+0
⌅ [b0724c58] GettextRuntime_jll v0.22.4+0
[61579ee1] Ghostscript_jll v9.55.1+0
[020c3dae] Git_LFS_jll v3.7.0+0
[f8c6e375] Git_jll v2.54.0+0
[7746bdde] Glib_jll v2.86.3+0
[3b182d85] Graphite2_jll v1.3.15+0
[528830af] Gumbo_jll v0.10.2+0
[2e76f6c2] HarfBuzz_jll v8.5.1+0
[1d5cc7b8] IntelOpenMP_jll v2025.2.0+0
[aacddb02] JpegTurbo_jll v3.1.5+0
[9c1d0b0a] JuliaNVTXCallbacks_jll v0.2.1+0
[c1c5ebd0] LAME_jll v3.100.3+0
[88015f11] LERC_jll v4.1.0+0
[dad2f222] LLVMExtra_jll v0.0.43+0
[1d63c593] LLVMOpenMP_jll v18.1.8+0
[ad6e5548] LibTracyClient_jll v0.13.1+0
⌅ [e9f186c6] Libffi_jll v3.4.7+0
[7e76a0d4] Libglvnd_jll v1.7.1+1
[94ce4f54] Libiconv_jll v1.18.0+0
[4b2f31a3] Libmount_jll v2.42.0+0
[89763e89] Libtiff_jll v4.7.2+0
[38a345b3] Libuuid_jll v2.42.0+0
[856f044c] MKL_jll v2025.2.0+0
[079eb43e] NLopt_jll v2.10.0+0
[e98f9f5b] NVTX_jll v3.2.2+0
[8fca9ca2] NodeJS_22_jll v22.15.0+0
[e7412a2a] Ogg_jll v1.3.6+0
[9bd350c2] OpenSSH_jll v10.3.1+0
[458c3c95] OpenSSL_jll v3.5.6+0
[efe28fd5] OpenSpecFun_jll v0.5.6+0
[91d4177d] Opus_jll v1.6.1+0
[36c8627f] Pango_jll v1.57.1+0
[30392449] Pixman_jll v0.46.4+0
[c0090381] Qt6Base_jll v6.10.2+2
[629bc702] Qt6Declarative_jll v6.10.2+1
[ce943373] Qt6ShaderTools_jll v6.10.2+1
[6de9746b] Qt6Svg_jll v6.10.2+0
[e99dba38] Qt6Wayland_jll v6.10.2+1
[f50d1b31] Rmath_jll v0.5.1+0
[a44049a8] Vulkan_Loader_jll v1.3.243+0
[a2964d1f] Wayland_jll v1.24.0+0
[ffd25f8a] XZ_jll v5.8.3+0
[f67eecfb] Xorg_libICE_jll v1.1.2+0
[c834827a] Xorg_libSM_jll v1.2.6+0
[4f6342f7] Xorg_libX11_jll v1.8.13+0
[0c0b7dd1] Xorg_libXau_jll v1.0.13+0
[935fb764] Xorg_libXcursor_jll v1.2.4+0
[a3789734] Xorg_libXdmcp_jll v1.1.6+0
[1082639a] Xorg_libXext_jll v1.3.8+0
[d091e8ba] Xorg_libXfixes_jll v6.0.2+0
[a51aa0fd] Xorg_libXi_jll v1.8.3+0
[d1454406] Xorg_libXinerama_jll v1.1.7+0
[ec84b674] Xorg_libXrandr_jll v1.5.6+0
[ea2f1a96] Xorg_libXrender_jll v0.9.12+0
[a65dc6b1] Xorg_libpciaccess_jll v0.19.0+0
[c7cfdc94] Xorg_libxcb_jll v1.17.1+0
[cc61e674] Xorg_libxkbfile_jll v1.2.0+0
[e920d4aa] Xorg_xcb_util_cursor_jll v0.1.6+0
[12413925] Xorg_xcb_util_image_jll v0.4.1+0
[2def613f] Xorg_xcb_util_jll v0.4.1+0
[975044d2] Xorg_xcb_util_keysyms_jll v0.4.1+0
[0d47668e] Xorg_xcb_util_renderutil_jll v0.3.10+0
[c22f9ab0] Xorg_xcb_util_wm_jll v0.4.2+0
[35661453] Xorg_xkbcomp_jll v1.4.7+0
[33bec58e] Xorg_xkeyboard_config_jll v2.47.0+0
[c5fb5394] Xorg_xtrans_jll v1.6.0+0
[3161d3a3] Zstd_jll v1.5.7+1
[1e29f10c] demumble_jll v1.3.0+0
[35ca27e7] eudev_jll v3.2.14+0
[214eeab7] fzf_jll v0.61.1+0
[a4ae2306] libaom_jll v3.13.3+0
[0ac62f75] libass_jll v0.17.4+0
[1183f4f0] libdecor_jll v0.2.2+0
[8e53e030] libdrm_jll v2.4.125+1
[2db6ffa8] libevdev_jll v1.13.4+0
[f638f0a6] libfdk_aac_jll v2.0.4+0
[36db933b] libinput_jll v1.28.1+0
[b53b4c65] libpng_jll v1.6.58+0
[9a156e7d] libva_jll v2.23.0+0
[f27f6e37] libvorbis_jll v1.3.8+0
[009596ad] mtdev_jll v1.1.7+0
[1317d2d5] oneTBB_jll v2022.3.0+0
⌅ [1270edf5] x264_jll v10164.0.1+0
[dfaa095f] x265_jll v4.1.0+0
[d8fb68d0] xkbcommon_jll v1.13.0+0
[0dad84c5] ArgTools v1.1.2
[56f22d72] Artifacts v1.11.0
[2a0f44e3] Base64 v1.11.0
[ade2ca70] Dates v1.11.0
[8ba89e20] Distributed v1.11.0
[f43a241f] Downloads v1.6.0
[7b1f6079] FileWatching v1.11.0
[9fa8497b] Future v1.11.0
[b77e0a4c] InteractiveUtils v1.11.0
[4af54fe1] LazyArtifacts v1.11.0
[b27032c2] LibCURL v0.6.4
[76f85450] LibGit2 v1.11.0
[8f399da3] Libdl v1.11.0
[37e2e46d] LinearAlgebra v1.11.0
[56ddb016] Logging v1.11.0
[d6f4376e] Markdown v1.11.0
[a63ad114] Mmap v1.11.0
[ca575930] NetworkOptions v1.2.0
[44cfe95a] Pkg v1.11.0
[de0858da] Printf v1.11.0
[9abbd945] Profile v1.11.0
[3fa0cd96] REPL v1.11.0
[9a3f8284] Random v1.11.0
[ea8e919c] SHA v0.7.0
[9e88b42a] Serialization v1.11.0
[1a1011a3] SharedArrays v1.11.0
[6462fe0b] Sockets v1.11.0
[2f01184e] SparseArrays v1.11.0
[f489334b] StyledStrings v1.11.0
[4607b0f0] SuiteSparse
[fa267f1f] TOML v1.0.3
[a4e569a6] Tar v1.10.0
[8dfed614] Test v1.11.0
[cf7118a7] UUIDs v1.11.0
[4ec0a83e] Unicode v1.11.0
[e66e0078] CompilerSupportLibraries_jll v1.1.1+0
[deac9b47] LibCURL_jll v8.6.0+0
[e37daf67] LibGit2_jll v1.7.2+0
[29816b5a] LibSSH2_jll v1.11.0+1
[c8ffd9c3] MbedTLS_jll v2.28.6+0
[14a3606d] MozillaCACerts_jll v2023.12.12
[4536629a] OpenBLAS_jll v0.3.27+1
[05823500] OpenLibm_jll v0.8.5+0
[efcefdf7] PCRE2_jll v10.42.0+1
[bea87d4a] SuiteSparse_jll v7.7.0+0
[83775a58] Zlib_jll v1.2.13+1
[8e850b90] libblastrampoline_jll v5.11.0+0
[8e850ede] nghttp2_jll v1.59.0+0
[3f19e933] p7zip_jll v17.4.0+2
Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m`You can also download the manifest file and the project file.