Bump the all-julia-packages group across 1 directory with 4 updates

[dependabot]

Updates the requirements on DataDrivenDMD, DataDrivenLux, DataDrivenSR and DataDrivenSparse to permit the latest version.
Updates DataDrivenDMD to 0.1.6

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Updates DataDrivenLux to 0.2.6

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Updates DataDrivenSR to 0.1.7

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Updates DataDrivenSparse to 0.2.1

Release notes

Sourced from DataDrivenSparse's releases.

DataDrivenLux-v0.2.1

DataDrivenLux DataDrivenLux-v0.2.1

Closed issues:

• Keep the Basis (#2)
• Variables of Basis (#3)
• Name? (#12)
• Δt in DMD: Allow arbitrary time array? (#15)
• Output an ODESystem from SInDy? (#17)
• Bug with reduced approximator in EDMD example (#21)
• Problem with switch to OrdinaryDiffEq (#22)
• Model selection for dynamical systems (#23)
• Check the validity of SInDy regression (#28)
• SINDy on a small 4-variable problem hangs at simplify_constants (#30)
• Register (#32)
• Build fails since 0.1.1 (#35)
• Ordering of variables in Basis (#49)
• DiffEqFlux integration (#54)
• Time(t) as a basis? (#58)
• Optimiser Tests (#68)
• SInDy_Examples2 and ISInDy_Examples not working (#74)
• SINDY-PI (#82)
• ADMM not robust (#84)
• Rename SInDy (#91)
• Creating ODESystems for HAVOK (#93)
• Linear evolution of NonlinearKoopman (#97)
• Link to documentation in README is brocken (#99)
• SINDc : SINDy with control (#109)
• Check for observables as linear combinations of other observables (#116)
• SInDy example with Neural ODE (#124)
• Use Hyperopt.jl for Pareto Optimization (#129)
• Implicit Sparse Identification Example in Docs is broken (#130)
• Store the low-rank factorization of the Koopman operator for memory saving? (#135)
• DataDrivenDiffEq does only train along one trajectory (#136)
• Problem with the latest commit of DataDrivenDiffEq (#143)
• Please provide independent variables for basis. (#146)
• Help needed in overcoming this error (#152)
• On automatic creation of Basis vector in SInDy (#153)
• TagBot trigger issue (#170)
• Consistent API with SciML (#172)
• Update Documentation (#176)
• DataDrivenDiffEq.jl Windows installation issue (#180)
• README example not updated for changes in Basis syntax (#181)
• UndefVarError <ₑ (#190)
• Running tutorial with inplace diffeq form leads to method error (#193)
• Linear Independent Basis Reliability (#195)
• Issues with unique basis (#197)
• SINDy(::AbstractODESolution, ...) and adding Sol dispatch to library functions (#206)

... (truncated)

Commits

• 3fbdb5b Merge pull request #534 from lcontento/lc/docs
• 3c570f1 Update src/problem/type.jl
• 233a338 Update src/problem/type.jl
• b3ce90e Update src/problem/type.jl
• c51042d Update src/problem/type.jl
• 3bf3175 Merge pull request #531 from SciML/compathelper/new_version/2025-03-26-16-09-...
• bf56501 Update docs/make.jl
• 987c57d Update Project.toml
• 2776213 Update src/problem/type.jl
• ebb37f5 Update DataDrivenDiffEq.jl
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