# Catalyst.jl: pure jump process solution now has Float64 trajectories?

**URL:** <https://discourse.julialang.org/t/catalyst-jl-pure-jump-process-solution-now-has-float64-trajectories/126649>\
**Category:** Modelling & Simulations\
**Created:** [March 6, 2025, 5:37pm UTC](https://discourse.julialang.org/t/catalyst-jl-pure-jump-process-solution-now-has-float64-trajectories/126649 "2025-03-06T17:37:01Z")\
**Posts on this page:** 3\
**Page:** 1

<div class="post-metadata">

**Author:** ![lmshk](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/lmshk/32/29632_2.png) [@lmshk](https://discourse.julialang.org/u/lmshk)\
**Post date:** [March 6, 2025, 5:37pm UTC](https://discourse.julialang.org/t/catalyst-jl-pure-jump-process-solution-now-has-float64-trajectories/126649/1 "2025-03-06T17:37:01Z")

</div>

(Catalyst v14.4.1, JumpProcesses v9.14.2)

I recently updated dependencies for the first time in a while, and I am surprised to find that the solutions for pure jump process problems with all-`Int64` initial states now contain `Float64` elements.

For example, running the [first jump process example in the documentation](https://docs.sciml.ai/Catalyst/stable/#doc_index_example_jump)

```julia
using Catalyst
using JumpProcesses

model = @reaction_network begin
    kB, S + E --> SE
    kD, SE --> S + E
    kP, SE --> P + E
end

tspan = (0., 200.)
ps = [:kB => 0.01, :kD => 0.1, :kP => 0.1]
u0_integers = [:S => 50, :E => 10, :SE => 0, :P => 0]
jinput = JumpInputs(model, u0_integers, tspan, ps)
jprob = JumpProblem(jinput)
jump_sol = solve(jprob)

```

we get:

```julia
retcode: Success
Interpolation: Piecewise constant interpolation
t: 200-element Vector{Float64}:
   0.0
   ⋮
 200.0
u: 200-element Vector{Vector{Float64}}:
 [50.0, 10.0, 0.0, 0.0]
 ⋮
 [1.0, 10.0, 0.0, 49.0]

```

I am unsure if this is a Catalyst, JumpProcesses or other issue, or if this is even desired behavior now and I need to reconfigure something to change it back. I haven’t really found anything about this change in the documentations, issues or changelogs of Catalyst or JumpProcesses, or on Discourse. What am I missing?

> **Summary**
>
> Status `/tmp/jl_jo6gO2/Manifest.toml`  
> [47edcb42] ADTypes v1.13.0  
> [1520ce14] AbstractTrees v0.4.5  
> [7d9f7c33] Accessors v0.1.42  
> [79e6a3ab] Adapt v4.2.0  
> [66dad0bd] AliasTables v1.1.3  
> [ec485272] ArnoldiMethod v0.4.0  
> [4fba245c] ArrayInterface v7.18.0  
> [4c555306] ArrayLayouts v1.11.1  
> [e2ed5e7c] Bijections v0.1.9  
> [62783981] BitTwiddlingConvenienceFunctions v0.1.6  
> [8e7c35d0] BlockArrays v1.4.0  
> [70df07ce] BracketingNonlinearSolve v1.1.0  
> [2a0fbf3d] CPUSummary v0.2.6  
> [00ebfdb7] CSTParser v3.4.3  
> [479239e8] Catalyst v14.4.1  
> [d360d2e6] ChainRulesCore v1.25.1  
> [fb6a15b2] CloseOpenIntervals v0.1.13  
> [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  
> [187b0558] ConstructionBase v1.5.8  
> [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  
> [2b5f629d] DiffEqBase v6.164.2  
> [459566f4] DiffEqCallbacks v4.3.0  
> [77a26b50] DiffEqNoiseProcess v5.24.1  
> [163ba53b] DiffResults v1.1.0  
> [b552c78f] DiffRules v1.15.1  
> [a0c0ee7d] DifferentiationInterface v0.6.43  
> [8d63f2c5] DispatchDoctor v0.4.19  
> [31c24e10] Distributions v0.25.117  
> [ffbed154] DocStringExtensions v0.9.3  
> [5b8099bc] DomainSets v0.7.15  
> [7c1d4256] DynamicPolynomials v0.6.1  
> [06fc5a27] DynamicQuantities v1.4.0  
> [4e289a0a] EnumX v1.0.4  
> [f151be2c] EnzymeCore v0.8.8  
> [e2ba6199] ExprTools v0.1.10  
> [55351af7] ExproniconLite v0.10.14  
> [7034ab61] FastBroadcast v0.3.5  
> [9aa1b823] FastClosures v0.3.2  
> [a4df4552] FastPower v1.1.1  
> [1a297f60] FillArrays v1.13.0  
> [64ca27bc] FindFirstFunctions v1.4.1  
> [6a86dc24] FiniteDiff v2.27.0  
> [1fa38f19] Format v1.3.7  
> [f6369f11] ForwardDiff v0.10.38  
> [069b7b12] FunctionWrappers v1.1.3  
> [77dc65aa] FunctionWrappersWrappers v0.1.3  
> [d9f16b24] Functors v0.5.2  
> [46192b85] GPUArraysCore v0.2.0  
> [c27321d9] Glob v1.3.1  
> [86223c79] Graphs v1.12.0  
> [34004b35] HypergeometricFunctions v0.3.27  
> [615f187c] IfElse v0.1.1  
> [d25df0c9] Inflate v0.1.5  
> [18e54dd8] IntegerMathUtils v0.1.2  
> [8197267c] IntervalSets v0.7.10  
> [3587e190] InverseFunctions v0.1.17  
> [92d709cd] IrrationalConstants v0.2.4  
> [82899510] IteratorInterfaceExtensions v1.0.0  
> [692b3bcd] JLLWrappers v1.7.0  
> [ae98c720] Jieko v0.2.1  
> [98e50ef6] JuliaFormatter v1.0.62  
> [ccbc3e58] JumpProcesses v9.14.2  
> [ba0b0d4f] Krylov v0.9.10  
> [b964fa9f] LaTeXStrings v1.4.0  
> [23fbe1c1] Latexify v0.16.6  
> [10f19ff3] LayoutPointers v0.1.17  
> [5078a376] LazyArrays v2.6.1  
> [87fe0de2] LineSearch v0.1.4  
> [d3d80556] LineSearches v7.3.0  
> [7ed4a6bd] LinearSolve v3.4.0  
> [2ab3a3ac] LogExpFunctions v0.3.29  
> [d8e11817] MLStyle v0.4.17  
> [1914dd2f] MacroTools v0.5.15  
> [d125e4d3] ManualMemory v0.1.8  
> [bb5d69b7] MaybeInplace v0.1.4  
> [e1d29d7a] Missings v1.2.0  
> [961ee093] ModelingToolkit v9.65.0  
> [2e0e35c7] Moshi v0.3.5  
> [46d2c3a1] MuladdMacro v0.2.4  
> [102ac46a] MultivariatePolynomials v0.5.7  
> [d8a4904e] MutableArithmetics v1.6.4  
> [d41bc354] NLSolversBase v7.8.3  
> [77ba4419] NaNMath v1.1.2  
> [8913a72c] NonlinearSolve v4.4.0  
> [be0214bd] NonlinearSolveBase v1.5.0  
> [5959db7a] NonlinearSolveFirstOrder v1.3.0  
> [9a2c21bd] NonlinearSolveQuasiNewton v1.2.0  
> [26075421] NonlinearSolveSpectralMethods v1.1.0  
> [6fe1bfb0] OffsetArrays v1.15.0  
> [429524aa] Optim v1.11.0  
> [bac558e1] OrderedCollections v1.8.0  
> [90014a1f] PDMats v0.11.32  
> [d96e819e] Parameters v0.12.3  
> [e409e4f3] PoissonRandom v0.4.4  
> [f517fe37] Polyester v0.7.16  
> [1d0040c9] PolyesterWeave v0.2.2  
> [85a6dd25] PositiveFactorizations v0.2.4  
> [aea7be01] PrecompileTools v1.2.1  
> [21216c6a] Preferences v1.4.3  
> [27ebfcd6] Primes v0.5.6  
> [43287f4e] PtrArrays v1.3.0  
> [1fd47b50] QuadGK v2.11.2  
> [74087812] Random123 v1.7.0  
> [e6cf234a] RandomNumbers v1.6.0  
> [3cdcf5f2] RecipesBase v1.3.4  
> [731186ca] RecursiveArrayTools v3.31.0  
> [189a3867] Reexport v1.2.2  
> [ae029012] Requires v1.3.1  
> [ae5879a3] ResettableStacks v1.1.1  
> [79098fc4] Rmath v0.8.0  
> [7e49a35a] RuntimeGeneratedFunctions v0.5.13  
> [9dfe8606] SCCNonlinearSolve v1.0.0  
> [94e857df] SIMDTypes v0.1.0  
> [0bca4576] SciMLBase v2.75.1  
> [19f34311] SciMLJacobianOperators v0.1.1  
> [c0aeaf25] SciMLOperators v0.3.12  
> [53ae85a6] SciMLStructures v1.7.0  
> [efcf1570] Setfield v1.1.2  
> [727e6d20] SimpleNonlinearSolve v2.1.0  
> [699a6c99] SimpleTraits v0.9.4  
> [a2af1166] SortingAlgorithms v1.2.1  
> [0a514795] SparseMatrixColorings v0.4.13  
> [276daf66] SpecialFunctions v2.5.0  
> [aedffcd0] Static v1.1.1  
> [0d7ed370] StaticArrayInterface v1.8.0  
> [90137ffa] StaticArrays v1.9.13  
> [1e83bf80] StaticArraysCore v1.4.3  
> [10745b16] Statistics v1.11.1  
> [82ae8749] StatsAPI v1.7.0  
> [2913bbd2] StatsBase v0.34.4  
> [4c63d2b9] StatsFuns v1.3.2  
> [7792a7ef] StrideArraysCore v0.5.7  
> [2efcf032] SymbolicIndexingInterface v0.3.38  
> [19f23fe9] SymbolicLimits v0.2.2  
> [d1185830] SymbolicUtils v3.16.0  
> [0c5d862f] Symbolics v6.29.2  
> [3783bdb8] TableTraits v1.0.1  
> [bd369af6] Tables v1.12.0  
> [8ea1fca8] TermInterface v2.0.0  
> [1c621080] TestItems v1.0.0  
> [8290d209] ThreadingUtilities v0.5.2  
> [a759f4b9] TimerOutputs v0.5.28  
> [0796e94c] Tokenize v0.5.29  
> [410a4b4d] Tricks v0.1.10  
> [781d530d] TruncatedStacktraces v1.4.0  
> [5c2747f8] URIs v1.5.1  
> [3a884ed6] UnPack v1.0.2  
> [1986cc42] Unitful v1.22.0  
> [a7c27f48] Unityper v0.1.6  
> [897b6980] WeakValueDicts v0.1.0  
> [1d5cc7b8] IntelOpenMP\_jll v2025.0.4+0  
> [856f044c] MKL\_jll v2025.0.1+1  
> [efe28fd5] OpenSpecFun\_jll v0.5.6+0  
> [f50d1b31] Rmath\_jll v0.5.1+0  
> [1317d2d5] oneTBB\_jll v2022.0.0+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  
> [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  
> [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 v0.8.1+2  
> [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

---

<div class="post-metadata">

**Author:** ![ChrisRackauckas](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/chrisrackauckas/32/77_2.png) [@ChrisRackauckas](https://discourse.julialang.org/u/ChrisRackauckas)\
**Post date:** [March 6, 2025, 5:42pm UTC](https://discourse.julialang.org/t/catalyst-jl-pure-jump-process-solution-now-has-float64-trajectories/126649/2 "2025-03-06T17:42:58Z")

</div>

Open an issue on Catalyst.jl. We’ll narrow it down from there.

---

<div class="post-metadata">

**Author:** ![lmshk](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/lmshk/32/29632_2.png) [@lmshk](https://discourse.julialang.org/u/lmshk)\
**Post date:** [March 7, 2025, 8:58am UTC](https://discourse.julialang.org/t/catalyst-jl-pure-jump-process-solution-now-has-float64-trajectories/126649/3 "2025-03-07T08:58:58Z")

</div>

> <https://github.com/SciML/Catalyst.jl/issues/1190>
>
> (Catalyst v14.4.1, JumpProcesses v9.14.2)
> 
> I recently updated dependencies for t…he first time in a while, and I am surprised to find that the solutions for pure jump process problems with all-\`Int64\` initial states now contain \`Float64\` elements.
> 
> For example, running the \[first jump process example in the documentation\](https://docs.sciml.ai/Catalyst/stable/#doc\_index\_example\_jump)
> 
> \`\`\`julia
> using Catalyst
> using JumpProcesses
> 
> model = @reaction\_network begin
> kB, S + E --\> SE
> kD, SE --\> S + E
> kP, SE --\> P + E
> end
> 
> tspan = (0., 200.)
> ps = \[:kB =\> 0.01, :kD =\> 0.1, :kP =\> 0.1\]
> u0\_integers = \[:S =\> 50, :E =\> 10, :SE =\> 0, :P =\> 0\]
> jinput = JumpInputs(model, u0\_integers, tspan, ps)
> jprob = JumpProblem(jinput)
> jump\_sol = solve(jprob)
> \`\`\`
> 
> we get:
> 
> \`\`\`
> retcode: Success
> Interpolation: Piecewise constant interpolation
> t: 200-element Vector{Float64}:
> 0.0
> ⋮
> 200.0
> u: 200-element Vector{Vector{Float64}}:
> \[50.0, 10.0, 0.0, 0.0\]
> ⋮
> \[1.0, 10.0, 0.0, 49.0\]
> \`\`\`
> 
> I am unsure if this is a Catalyst, JumpProcesses or other issue, or if this is even desired behavior now and I need to reconfigure something to change it back. I haven't really found anything about this change in the documentations, issues or changelogs of Catalyst or JumpProcesses, or on Discourse. What am I missing?
> 
> \<details\>
> \<summary\>Environment\</summary\>
> 
> - Output of \`using Pkg; Pkg.status()\`
> 
> \`\`\`
> Status \`/tmp/jl\_jo6gO2/Project.toml\`
> \[479239e8\] Catalyst v14.4.1
> \[ccbc3e58\] JumpProcesses v9.14.2
> \`\`\`
> 
> - Output of \`using Pkg; Pkg.status(; mode = PKGMODE\_MANIFEST)\`
> 
> \`\`\`
> Status \`/tmp/jl\_jo6gO2/Manifest.toml\`
> \[47edcb42\] ADTypes v1.13.0
> \[1520ce14\] AbstractTrees v0.4.5
> \[7d9f7c33\] Accessors v0.1.42
> \[79e6a3ab\] Adapt v4.2.0
> \[66dad0bd\] AliasTables v1.1.3
> \[ec485272\] ArnoldiMethod v0.4.0
> \[4fba245c\] ArrayInterface v7.18.0
> \[4c555306\] ArrayLayouts v1.11.1
> \[e2ed5e7c\] Bijections v0.1.9
> \[62783981\] BitTwiddlingConvenienceFunctions v0.1.6
> \[8e7c35d0\] BlockArrays v1.4.0
> \[70df07ce\] BracketingNonlinearSolve v1.1.0
> \[2a0fbf3d\] CPUSummary v0.2.6
> \[00ebfdb7\] CSTParser v3.4.3
> \[479239e8\] Catalyst v14.4.1
> \[d360d2e6\] ChainRulesCore v1.25.1
> \[fb6a15b2\] CloseOpenIntervals v0.1.13
> \[861a8166\] 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
> \[187b0558\] ConstructionBase v1.5.8
> \[adafc99b\] CpuId v0.3.1
> \[a8cc5b0e\] Crayons v4.1.1
> \[9a962f9c\] DataAPI v1.16.0
> \[864edb3b\] DataStructures v0.18.20
> \[e2d170a0\] DataValueInterfaces v1.0.0
> \[2b5f629d\] DiffEqBase v6.164.2
> \[459566f4\] DiffEqCallbacks v4.3.0
> \[77a26b50\] DiffEqNoiseProcess v5.24.1
> \[163ba53b\] DiffResults v1.1.0
> \[b552c78f\] DiffRules v1.15.1
> \[a0c0ee7d\] DifferentiationInterface v0.6.43
> \[8d63f2c5\] DispatchDoctor v0.4.19
> \[31c24e10\] Distributions v0.25.117
> \[ffbed154\] DocStringExtensions v0.9.3
> \[5b8099bc\] DomainSets v0.7.15
> \[7c1d4256\] DynamicPolynomials v0.6.1
> \[06fc5a27\] DynamicQuantities v1.4.0
> \[4e289a0a\] EnumX v1.0.4
> \[f151be2c\] EnzymeCore v0.8.8
> \[e2ba6199\] ExprTools v0.1.10
> \[55351af7\] ExproniconLite v0.10.14
> \[7034ab61\] FastBroadcast v0.3.5
> \[9aa1b823\] FastClosures v0.3.2
> \[a4df4552\] FastPower v1.1.1
> \[1a297f60\] FillArrays v1.13.0
> \[64ca27bc\] FindFirstFunctions v1.4.1
> \[6a86dc24\] FiniteDiff v2.27.0
> \[1fa38f19\] Format v1.3.7
> \[f6369f11\] ForwardDiff v0.10.38
> \[069b7b12\] FunctionWrappers v1.1.3
> \[77dc65aa\] FunctionWrappersWrappers v0.1.3
> \[d9f16b24\] Functors v0.5.2
> \[46192b85\] GPUArraysCore v0.2.0
> \[c27321d9\] Glob v1.3.1
> \[86223c79\] Graphs v1.12.0
> \[34004b35\] HypergeometricFunctions v0.3.27
> \[615f187c\] IfElse v0.1.1
> \[d25df0c9\] Inflate v0.1.5
> \[18e54dd8\] IntegerMathUtils v0.1.2
> \[8197267c\] IntervalSets v0.7.10
> \[3587e190\] InverseFunctions v0.1.17
> \[92d709cd\] IrrationalConstants v0.2.4
> \[82899510\] IteratorInterfaceExtensions v1.0.0
> \[692b3bcd\] JLLWrappers v1.7.0
> \[ae98c720\] Jieko v0.2.1
> \[98e50ef6\] JuliaFormatter v1.0.62
> \[ccbc3e58\] JumpProcesses v9.14.2
> \[ba0b0d4f\] Krylov v0.9.10
> \[b964fa9f\] LaTeXStrings v1.4.0
> \[23fbe1c1\] Latexify v0.16.6
> \[10f19ff3\] LayoutPointers v0.1.17
> \[5078a376\] LazyArrays v2.6.1
> \[87fe0de2\] LineSearch v0.1.4
> \[d3d80556\] LineSearches v7.3.0
> \[7ed4a6bd\] LinearSolve v3.4.0
> \[2ab3a3ac\] LogExpFunctions v0.3.29
> \[d8e11817\] MLStyle v0.4.17
> \[1914dd2f\] MacroTools v0.5.15
> \[d125e4d3\] ManualMemory v0.1.8
> \[bb5d69b7\] MaybeInplace v0.1.4
> \[e1d29d7a\] Missings v1.2.0
> \[961ee093\] ModelingToolkit v9.65.0
> \[2e0e35c7\] Moshi v0.3.5
> \[46d2c3a1\] MuladdMacro v0.2.4
> \[102ac46a\] MultivariatePolynomials v0.5.7
> \[d8a4904e\] MutableArithmetics v1.6.4
> \[d41bc354\] NLSolversBase v7.8.3
> \[77ba4419\] NaNMath v1.1.2
> \[8913a72c\] NonlinearSolve v4.4.0
> \[be0214bd\] NonlinearSolveBase v1.5.0
> \[5959db7a\] NonlinearSolveFirstOrder v1.3.0
> \[9a2c21bd\] NonlinearSolveQuasiNewton v1.2.0
> \[26075421\] NonlinearSolveSpectralMethods v1.1.0
> \[6fe1bfb0\] OffsetArrays v1.15.0
> \[429524aa\] Optim v1.11.0
> \[bac558e1\] OrderedCollections v1.8.0
> \[90014a1f\] PDMats v0.11.32
> \[d96e819e\] Parameters v0.12.3
> \[e409e4f3\] PoissonRandom v0.4.4
> \[f517fe37\] Polyester v0.7.16
> \[1d0040c9\] PolyesterWeave v0.2.2
> \[85a6dd25\] PositiveFactorizations v0.2.4
> \[aea7be01\] PrecompileTools v1.2.1
> \[21216c6a\] Preferences v1.4.3
> \[27ebfcd6\] Primes v0.5.6
> \[43287f4e\] PtrArrays v1.3.0
> \[1fd47b50\] QuadGK v2.11.2
> \[74087812\] Random123 v1.7.0
> \[e6cf234a\] RandomNumbers v1.6.0
> \[3cdcf5f2\] RecipesBase v1.3.4
> \[731186ca\] RecursiveArrayTools v3.31.0
> \[189a3867\] Reexport v1.2.2
> \[ae029012\] Requires v1.3.1
> \[ae5879a3\] ResettableStacks v1.1.1
> \[79098fc4\] Rmath v0.8.0
> \[7e49a35a\] RuntimeGeneratedFunctions v0.5.13
> \[9dfe8606\] SCCNonlinearSolve v1.0.0
> \[94e857df\] SIMDTypes v0.1.0
> \[0bca4576\] SciMLBase v2.75.1
> \[19f34311\] SciMLJacobianOperators v0.1.1
> \[c0aeaf25\] SciMLOperators v0.3.12
> \[53ae85a6\] SciMLStructures v1.7.0
> \[efcf1570\] Setfield v1.1.2
> \[727e6d20\] SimpleNonlinearSolve v2.1.0
> \[699a6c99\] SimpleTraits v0.9.4
> \[a2af1166\] SortingAlgorithms v1.2.1
> \[0a514795\] SparseMatrixColorings v0.4.13
> \[276daf66\] SpecialFunctions v2.5.0
> \[aedffcd0\] Static v1.1.1
> \[0d7ed370\] StaticArrayInterface v1.8.0
> \[90137ffa\] StaticArrays v1.9.13
> \[1e83bf80\] StaticArraysCore v1.4.3
> \[10745b16\] Statistics v1.11.1
> \[82ae8749\] StatsAPI v1.7.0
> \[2913bbd2\] StatsBase v0.34.4
> \[4c63d2b9\] StatsFuns v1.3.2
> \[7792a7ef\] StrideArraysCore v0.5.7
> \[2efcf032\] SymbolicIndexingInterface v0.3.38
> \[19f23fe9\] SymbolicLimits v0.2.2
> \[d1185830\] SymbolicUtils v3.16.0
> \[0c5d862f\] Symbolics v6.29.2
> \[3783bdb8\] TableTraits v1.0.1
> \[bd369af6\] Tables v1.12.0
> \[8ea1fca8\] TermInterface v2.0.0
> \[1c621080\] TestItems v1.0.0
> \[8290d209\] ThreadingUtilities v0.5.2
> \[a759f4b9\] TimerOutputs v0.5.28
> \[0796e94c\] Tokenize v0.5.29
> \[410a4b4d\] Tricks v0.1.10
> \[781d530d\] TruncatedStacktraces v1.4.0
> \[5c2747f8\] URIs v1.5.1
> \[3a884ed6\] UnPack v1.0.2
> \[1986cc42\] Unitful v1.22.0
> \[a7c27f48\] Unityper v0.1.6
> \[897b6980\] WeakValueDicts v0.1.0
> \[1d5cc7b8\] IntelOpenMP\_jll v2025.0.4+0
> \[856f044c\] MKL\_jll v2025.0.1+1
> \[efe28fd5\] OpenSpecFun\_jll v0.5.6+0
> \[f50d1b31\] Rmath\_jll v0.5.1+0
> \[1317d2d5\] oneTBB\_jll v2022.0.0+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
> \[9a3f8284\] 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
> \[4607b0f0\] 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 v0.8.1+2
> \[bea87d4a\] 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
> \`\`\`
> 
> 
> - Output of \`versioninfo()\`
> 
> \`\`\`
> Julia Version 1.11.3
> Commit d63adeda50 (2025-01-21 19:42 UTC)
> Build Info:
> 
> Note: This is an unofficial build, please report bugs to the project
> responsible for this build and not to the Julia project unless you can
> reproduce the issue using official builds available at https://julialang.org/downloads
> 
> Platform Info:
> OS: Linux (x86\_64-pc-linux-gnu)
> CPU: 8 × Intel(R) Core(TM) i7-1065G7 CPU @ 1.30GHz
> WORD\_SIZE: 64
> LLVM: libLLVM-16.0.6 (ORCJIT, icelake-client)
> Threads: 1 default, 0 interactive, 1 GC (on 8 virtual cores)
> \`\`\`
> \</details\>