Bump the all-julia-packages group across 3 directories with 14 updates

[dependabot]

Updates the requirements on RecursiveArrayTools, Optimization, OptimizationOptimJL, DifferenceEquations, Distributions, ChainRulesCore, PDMats, DiffEqBase, Plots, Zygote, DataFrames, FiniteDiff, DelimitedFiles and ChainRulesTestUtils to permit the latest version.
Updates RecursiveArrayTools to 3.43.0

Release notes

Sourced from RecursiveArrayTools's releases.

v3.43.0

RecursiveArrayTools v3.43.0

Diff since v3.42.1

Merged pull requests:

• Move Statistics.jl to weak dependency extension (#482) (@​ChrisRackauckas-Claude)
• Add support for undef initializer in ArrayPartition (#514) (@​JoshuaLampert)
• Add PrecompileTools workload to reduce TTFX (#515) (@​ChrisRackauckas-Claude)
• Fix issue 508 (#516) (@​JoshuaLampert)
• Switch from JuliaFormatter to Runic.jl for code formatting (#517) (@​ChrisRackauckas-Claude)
• Update Project.toml (#519) (@​ChrisRackauckas)

Closed issues:

• Cannot call to_index(::RaggedEnd) (#508)

Commits

• adf6fb5 Merge pull request #519 from SciML/ChrisRackauckas-patch-1
• 4318f2b Update Project.toml
• 28c9ef1 Merge pull request #517 from ChrisRackauckas-Claude/runic-formatting
• 7a4b5f2 Switch from JuliaFormatter to Runic.jl for code formatting
• 1d1c5c2 Merge pull request #515 from ChrisRackauckas-Claude/precompile-improvements-2...
• 0992b12 Merge pull request #516 from JoshuaLampert/fix-raggedend
• 0cd60e6 fix issue 508
• 67c3fbd Add PrecompileTools workload to reduce TTFX
• 52e98c9 Merge pull request #514 from JoshuaLampert/patch1
• c41e5d0 Merge pull request #482 from ChrisRackauckas-Claude/statistics-weakdep
• Additional commits viewable in compare view

Updates Optimization to 5.3.0

Release notes

Sourced from Optimization's releases.

v5.3.0

Optimization v5.3.0

Diff since v5.2.0

Merged pull requests:

• Fix false convergence when LBFGSB encounters Inf/NaN at bounds (issue #1094) (#1102) (@​ChrisRackauckas-Claude)
• Bump actions/cache from 4 to 5 (#1106) (@​dependabot[bot])
• refactor: update to MTKv11 (#1107) (@​AayushSabharwal)
• build: bump minor versions for packages changed in MTKv11 update (#1108) (@​ChrisRackauckas-Claude)
• build: bump OptimizationIpopt, OptimizationMOI, OptimizationMadNLP to v1.0 (#1109) (@​ChrisRackauckas-Claude)

Closed issues:

• OptimizationLBFGSB.LBFGSB() produces wrong results with retcode: Success (#1094)

Changelog

Sourced from Optimization's changelog.

v4 Breaking changes

1. The main change in this breaking release has been the way mini-batching is handled. The data argument in the solve call and the implicit iteration of that in the callback has been removed, the stochastic solvers (Optimisers.jl and Sophia) now handle it explicitly. You would now pass in a DataLoader to OptimizationProblem as the second argument to the objective etc (p) if you want to do minibatching, else for full batch just pass in the full data.

2. The support for extra returns from objective function has been removed. Now the objective should only return a scalar loss value, hence callback doesn't take extra arguments other than the state and loss value.

Commits

• c107ff4 Merge pull request #1106 from SciML/dependabot/github_actions/actions/cache-5
• 5681002 Merge pull request #1109 from ChrisRackauckas-Claude/bump-to-v1
• 16f51b2 build: bump OptimizationIpopt, OptimizationMOI, OptimizationMadNLP to v1.0
• 3840011 Merge pull request #1108 from ChrisRackauckas-Claude/version-bumps-mtkv11
• 7ead7c2 build: bump minor versions for packages changed in MTKv11 update
• c627183 Merge pull request #1107 from AayushSabharwal/as/mtk-v11
• 9803414 build: bump SciMLBase compat for OptimizationMOI
• a1d5b0c test: fix bounds specification in test
• 5d3fc1d refactor: update OptimizationMOI to MTKBase
• b13f70f build: bump DI compat in OptimizationBase
• Additional commits viewable in compare view

Updates OptimizationOptimJL to 0.4.8

Commits

• See full diff in compare view

Updates DifferenceEquations to 0.5.3

Release notes

Sourced from DifferenceEquations's releases.

v0.5.3

DifferenceEquations v0.5.3

Diff since v0.5.2

Merged pull requests:

• Bump actions/checkout from 3 to 4 (#99) (@​dependabot[bot])

Commits

• 9138c78 Update Project.toml
• 4b14e40 Merge pull request #99 from SciML/dependabot/github_actions/actions/checkout-4
• 81247f0 Bump actions/checkout from 3 to 4
• 69ca4e5 Fixed deprecation (#98)
• d685db0 Update Project.toml
• eeaf4de Merge pull request #97 from SciML/stats
• 3e6f66f add the deprecation change
• 133b618 destats -> stats
• f9c2310 Merge pull request #96 from SciML/dependabot/github_actions/actions/checkout-3
• 325f1c1 Merge pull request #95 from SciML/dependabot/github_actions/codecov/codecov-a...
• Additional commits viewable in compare view

Updates Distributions to 0.25.123

Release notes

Sourced from Distributions's releases.

v0.25.123

Distributions v0.25.123

Diff since v0.25.122

Merged pull requests:

• Fix von Mises-Fisher sampler (#1930) (@​devmotion)
• Add doctests (#1980) (@​abhro)
• Make MatrixNormal sampling non-allocating (#2012) (@​projekter)
• Update language tags and code output in starting.md (#2013) (@​abhro)
• Update CI workflows for building docs (#2014) (@​abhro)
• Fix syntax for @docs block in types.md (#2015) (@​abhro)
• Bump actions/checkout from 5 to 6 (#2016) (@​dependabot[bot])
• Bump version from 0.25.122 to 0.25.123 (#2020) (@​devmotion)

Closed issues:

• Sampling from von Mises Fisher yields NaN (#1423)
• inv(Σ) fails with StaticArrays (#1826)
• Issue with Von Mises-Fisher sampler returning NaN points (#2018)

Commits

• b0ae395 Bump version from 0.25.122 to 0.25.123 (#2020)
• 7f59245 Fix syntax for @docs block in types.md (#2015)
• e5d4fef Bump actions/checkout from 5 to 6 (#2016)
• d04d20c Make MatrixNormal sampling non-allocating (#2012)
• 821c38f Update CI workflows for building docs (#2014)
• 45a66f1 Add doctests (#1980)
• fb714e1 Update language tags and code output in starting.md (#2013)
• 0421b18 Fix von Mises-Fisher sampler (#1930)
• bbdd4f1 Bump version from 0.25.121 to 0.25.122 (#2006)
• 2de1cc8 Remove all @inbounds annotations (#2005)
• Additional commits viewable in compare view

Updates ChainRulesCore to 1.26.0

Release notes

Sourced from ChainRulesCore's releases.

v1.26.0

ChainRulesCore v1.26.0

Diff since v1.25.2

Merged pull requests:

• Update site authors (#647) (@​oxinabox)
• CompatHelper: add new compat entry for ChainRulesCore at version 1 for package docs, (keep existing compat) (#694) (@​github-actions[bot])
• CompatHelper: add new compat entry for Compat at version 4 for package docs, (keep existing compat) (#695) (@​github-actions[bot])
• Docs updates (#696) (@​abhro)
• Bump Julia lower bound to v1.10 and modernize dependencies (#697) (@​ChrisRackauckas-Claude)
• Update compat bounds to exclude releases older than 1 year (#698) (@​ChrisRackauckas-Claude)

Commits

• 414b660 Update Project.toml
• 124e0cb Merge pull request #698 from ChrisRackauckas-Claude/update-compat-bounds-2025
• 1d5c651 Update Downgrade.yml
• 6facda3 Create Downgrade.yml
• 632c0dc Update compat bounds to exclude releases >1 year old
• f396d36 Merge pull request #697 from ChrisRackauckas-Claude/bump-julia-v1.10
• f3a13a6 Merge pull request #647 from JuliaDiff/ox/authors
• 0b98232 Merge pull request #694 from JuliaDiff/compathelper/new_version/2025-06-23-00...
• 69bedfd Merge pull request #696 from abhro/favicon
• 468f8a7 Bump Julia lower bound to v1.10 and update dependencies
• Additional commits viewable in compare view

Updates PDMats to 0.11.37

Release notes

Sourced from PDMats's releases.

v0.11.37

PDMats v0.11.37

Diff since v0.11.36

Merged pull requests:

• Remove CI tests on Intel macs (#225) (@​devmotion)
• Bump actions/checkout from 5 to 6 (#226) (@​dependabot[bot])
• Support ldiv!(::AbstractPDMat, b) (#228) (@​timholy)

Commits

• 61c65b1 Support ldiv!(::AbstractPDMat, b) (#228)
• 4aaf961 Bump actions/checkout from 5 to 6 (#226)
• 5046635 Remove CI tests on Intel macs (#225)
• dc25bc6 Bump version from 0.11.35 to 0.11.36
• 4e408fe Add StatsBase extension for cov2cor and cor2cov (#223)
• fa0763d Bump actions/checkout from 4 to 5 (#224)
• 508d717 Merge pull request #221 from JuliaStats/dw/invwhiten_invunwhiten
• b4c2257 Add invwhiten and invunwhiten
• 7b61f73 Format with Runic (#220)
• dbeb7c7 Merge pull request #217 from JuliaStats/dw/three_arg_mul_ldiv
• Additional commits viewable in compare view

Updates RecursiveArrayTools to 3.43.0

Release notes

Sourced from RecursiveArrayTools's releases.

v3.43.0

RecursiveArrayTools v3.43.0

Diff since v3.42.1

Merged pull requests:

• Move Statistics.jl to weak dependency extension (#482) (@​ChrisRackauckas-Claude)
• Add support for undef initializer in ArrayPartition (#514) (@​JoshuaLampert)
• Add PrecompileTools workload to reduce TTFX (#515) (@​ChrisRackauckas-Claude)
• Fix issue 508 (#516) (@​JoshuaLampert)
• Switch from JuliaFormatter to Runic.jl for code formatting (#517) (@​ChrisRackauckas-Claude)
• Update Project.toml (#519) (@​ChrisRackauckas)

Closed issues:

• Cannot call to_index(::RaggedEnd) (#508)

Commits

• adf6fb5 Merge pull request #519 from SciML/ChrisRackauckas-patch-1
• 4318f2b Update Project.toml
• 28c9ef1 Merge pull request #517 from ChrisRackauckas-Claude/runic-formatting
• 7a4b5f2 Switch from JuliaFormatter to Runic.jl for code formatting
• 1d1c5c2 Merge pull request #515 from ChrisRackauckas-Claude/precompile-improvements-2...
• 0992b12 Merge pull request #516 from JoshuaLampert/fix-raggedend
• 0cd60e6 fix issue 508
• 67c3fbd Add PrecompileTools workload to reduce TTFX
• 52e98c9 Merge pull request #514 from JoshuaLampert/patch1
• c41e5d0 Merge pull request #482 from ChrisRackauckas-Claude/statistics-weakdep
• Additional commits viewable in compare view

Updates DiffEqBase to 6.196.0

Release notes

Sourced from DiffEqBase's releases.

v6.196.0

DiffEqBase v6.196.0

Diff since v6.195.0

Merged pull requests:

• Import DEFAULT_UPDATE_FUNC from SciMLOperators instead of SciMLBase (#1253) (@​ChrisRackauckas-Claude)

Commits

• 287a2d0 Update Project.toml
• dfdc477 Merge pull request #1253 from ChrisRackauckas-Claude/fix-default-update-func-...
• 4544177 Import DEFAULT_UPDATE_FUNC from SciMLOperators instead of SciMLBase
• db8e0ae Merge pull request #1250 from ChrisRackauckas-Claude/version-bump-20260107-19...
• 577fda4 Bump version to 6.195.0
• 915655a Merge pull request #1248 from SciML/dependabot/github_actions/actions/checkout-6
• 4319199 Bump actions/checkout from 4 to 6
• 29643a6 Merge pull request #1247 from ChrisRackauckas-Claude/runic-formatting
• 991caac Switch from JuliaFormatter to Runic.jl for code formatting
• f3869e8 Merge pull request #1246 from ChrisRackauckas-Claude/precompile-improvements-...
• Additional commits viewable in compare view

Updates DifferenceEquations to 0.5.3

Release notes

Sourced from DifferenceEquations's releases.

v0.5.3

DifferenceEquations v0.5.3

Diff since v0.5.2

Merged pull requests:

• Bump actions/checkout from 3 to 4 (#99) (@​dependabot[bot])

Commits

• 9138c78 Update Project.toml
• 4b14e40 Merge pull request #99 from SciML/dependabot/github_actions/actions/checkout-4
• 81247f0 Bump actions/checkout from 3 to 4
• 69ca4e5 Fixed deprecation (#98)
• d685db0 Update Project.toml
• eeaf4de Merge pull request #97 from SciML/stats
• 3e6f66f add the deprecation change
• 133b618 destats -> stats
• f9c2310 Merge pull request #96 from SciML/dependabot/github_actions/actions/checkout-3
• 325f1c1 Merge pull request #95 from SciML/dependabot/github_actions/codecov/codecov-a...
• Additional commits viewable in compare view

Updates Plots to 1.41.4

Release notes

Sourced from Plots's releases.

v1.41.4

What's Changed

• Handle colors for mesh3d in pgfplotsx backend by @​darnstrom in JuliaPlots/Plots.jl#5214

Full Changelog: JuliaPlots/Plots.jl@v1.41.3...v1.41.4

Changelog

Sourced from Plots's changelog.

Plots.jl NEWS

Breaking changes

---

v2

• deprecated backends pgfplots and pyplot removed
• deprecated keyword orientation removed
• backends are extensions now so the backend code must be explicitly loaded using import with the backend package, e.g.

  using Plots
  import GR # loads backend code

• Types are no longer part of the Plots API this affects
  • Shape, which is now shape
• The default label is now :none, use :auto to restore the previous behaviour
• UnitfulExt changes:
  • The P_str macro is no longer provided as API. The intended goal was simply to not put units on axis labels which were "protected strings". To achieve this now, pass unitformat=:nounit.
  • The axis option unitformat=:none, unitformat=nothing, and unitformat=false previously printed the axis guide as string(label, " ", unit). That behavior is now moved to unitformat=:space, and :none, nothing, and false print the axis guide without units.

---

notes on release changes, ongoing development, and future planned work

NOTE: this file is deprecated, see the TagBot auto-generated changelogs instead

0.28.3

• support generalized array interface
• save to pdf, svg and eps in plotlyjs
• fix for clims in line_z
• optimize heatmap logic in gr

0.26.3

• fix vline with dates
• fix PyPlot logscale bug
• avoid annotation clipping for PyPlot
• allow plotting of Any vectors and 3D plotting again in convertToAnyVector
• specify legend title font in GR and PyPlot
• delete pushtomaster.sh
• use === nothing

0.26.2

• improve empty animation build error

... (truncated)

Commits

• 86f9428 fix make.jl
• 4a623c8 CI: remove retired macos-13 images
• 8da284f tagbot : select branch
• be09f4e Plots 1.41.4 [skip ci]
• e6a6cd3 Handle colors for mesh3d in pgfplotsx backend (#5214)
• 2127a0d Plots 1.41.3 [skip ci]
• 2f2a5f4 make Plots relocatable again (#5200)
• 342b327 Plots 1.41.2 [skip ci]
• 104a8f2 gr: change default print logic
• 9f9c023 gr: improve print logic
• Additional commits viewable in compare view

Updates Zygote to 0.7.10

Release notes

Sourced from Zygote's releases.

v0.7.10

Zygote v0.7.10

Diff since v0.7.9

Merged pull requests:

• Add symmteric accum method for empty gradients (#1577) (@​DhairyaLGandhi)

Commits

• 6295734 Update Project.toml
• 92dab93 chore: add symmteric accum method for empty gradients (#1577)
• a50c429 Update Project.toml
• 6bab1f5 chore: handle when no grads are present (#1576)
• f5db395 Update Project.toml
• 48647d9 Accumulate mutable structs with Ref (#1574)
• 6dc5d2f Import typesof from Base instead of InteractiveUtils (#1569)
• 1b914d9 Update Project.toml
• e9cf749 chore: add unthunk_tangent rule for Ref (#1564)
• 042560f Remove DynamicPPL integration test (#1565)
• Additional commits viewable in compare view

Updates DataFrames to 1.8.1

Release notes

Sourced from DataFrames's releases.

v1.8.1

DataFrames v1.8.1

Diff since v1.8.0

Merged pull requests:

• avoid defining a one arg hash since it has some invalidation issues (#3516) (@​KristofferC)

Changelog

Sourced from DataFrames's changelog.

DataFrames.jl v1.8.0 Release Notes

Ecosystem compatibility changes

• Make DataFrames.jl hashing consistent with Julia 1.13 and take into account column names when hashing AbstractDataFrame (#3507)
• Require Julia 1.10 and add PrettyTables.jl v3 support (#3510)

DataFrames.jl v1.7.1 Release Notes

Julia compatibility change

• Make DataFrames.jl support DataStructures.jl version 0.19 (#3503)

DataFrames.jl v1.7.0 Release Notes

New functionalities

• Allow passing multiple values to add in push!, pushfirst!, append!, and prepend! (#3372)
• rename and rename! now allow to apply a function transforming column names only to a subset of the columns specified by the cols keyword argument (#3380)
• mapcols and mapcols! now allow to apply a function transforming columns only to a subset of the columns specified by the cols keyword argument (#3386)

Bug fixes

• Correctly throw an error if negative number of rows is passed to first or last (#3402)
• Always use the default thread pool for multithreaded operations, instead of using the interactive thread pool when Julia was started with -tM,N with N > 0 (#3385)
• Correctly return Bool[] in the nonunique function applied to a data frame with a pulled column that has zero levels in the pool (#3393)
• Correctly index eachrow and eachcol with CartesianIndex (#3413)
• Correctly handle non-standard integers when converting them to BigInt (#3419)

Removed deprecations

... (truncated)

Commits

• 00cd7d0 avoid defining a one arg hash since it has some invalidation issues (#3516)
• 567013c Prepare for 1.8 release (#3512)
• a0650b1 Adjust codebase to the fact that we require at least Julia 1.10 (#3513)
• fe224cb PrettyTables.jl v3 (#3510)
• 9277022 Bump actions/checkout from 4 to 5 (#3511)
• d488c79 update hashing to Julia 1.13 and use column names in data frame hashing (#3507)
• 3f2e837 Update Project.toml - prepare for 1.7.1 patch release (#3506)
• 48563e3 Update categorical.md after CategoricalArrays.jl release (#3504)
• 01076c7 CompatHelper: bump compat for DataStructures to 0.19, (keep existing compat) ...
• eaa0075 Document DataFrame definition in code file using CSV.jl (#3501)
• Additional commits viewable in compare view

Updates FiniteDiff to 2.29.0

Commits

• See full diff in compare view

Updates DelimitedFiles to 1.9.1

Commits

• db79c84 bump version
• 94336c1 Improve inference for DLMStore constructor (#24)
• See full diff in compare view

Updates ChainRulesTestUtils to 1.13.1

Commits

• 6038f79 Update Project.toml
• b0238a3 Merge pull request #293 from inkydragon/ci
• f7fc032 ci: use default arch
• 8ba30d2 ci: Update fix_doctests.yml
• 81c2f0a ci: Update JuliaNightly.yml
• 1b3f3e2 ci: Update Documenter.yml
• e7512ae Fix UndefVarError: eval_test_function not defined
• bdf69d5 Fix UndefVarError in @test_msg
• d702bc5 ci: update github actions
• c1913fa Fix some function names (#292)
• Additional commits viewable in compare view

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