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Bump documentation dependencies to latest major versions only #291

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Summary

Changes Made

The following packages were updated to their latest major versions:

  • AdvancedHMC: 0.6, 0.70.8
  • DomainSets: 0.6, 0.70.7
  • Flux: 0.13, 0.14, 0.15, 0.160.16
  • ForwardDiff: 0.10, 11
  • LinearSolve: 2, 33
  • MCMCChains: 67
  • ModelingToolkit: 9.910
  • ModelingToolkitNeuralNets: 12
  • MultiDocumenter: 0.7, 0.80.8
  • NonlinearSolve: 3, 44
  • Zygote: 0.6, 0.70.7

Note

This change ensures that the documentation is built and tested with the latest major versions of all dependencies, which may improve compatibility and access to newest features.

🤖 Generated with Claude Code

Updates version constraints in docs/Project.toml to only allow the latest major versions:
- AdvancedHMC: 0.6, 0.7 → 0.8
- DomainSets: 0.6, 0.7 → 0.7
- Flux: 0.13, 0.14, 0.15, 0.16 → 0.16
- ForwardDiff: 0.10, 1 → 1
- LinearSolve: 2, 3 → 3
- MCMCChains: 6 → 7
- ModelingToolkit: 9.9 → 10
- ModelingToolkitNeuralNets: 1 → 2
- MultiDocumenter: 0.7, 0.8 → 0.8
- NonlinearSolve: 3, 4 → 4
- Zygote: 0.6, 0.7 → 0.7

This aligns with the open CompatHelper PRs and ensures documentation is built with the latest versions.

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <[email protected]>
ChrisRackauckas and others added 4 commits July 23, 2025 07:26
Changed all instances of @mtkbuild to @mtkcompile and added mtkcompile to imports
to match the new API in ModelingToolkit v10.

Files updated:
- docs/src/getting_started/find_root.md
- docs/src/getting_started/first_simulation.md
- docs/src/showcase/optimal_data_gathering_for_missing_physics.md

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <[email protected]>
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