[michakraus]

Binds ReducedComplexityModeling = "0.5" (from "0.4.1") before 0.9.0, so that this package can share an environment with ReducedBasisMethods 0.4 and with VlasovMethods from its next release, which bind ReducedComplexityModeling 0.5. A GML on "0.4.1" cannot resolve beside them.

What changes

• Project.toml: the one [compat] line.
• CHANGELOG.md: the [Unreleased] sentence that named the bound now names "0.5" and why.

No source, test, docs or script file changes. ReducedComplexityModeling 0.5.0 changes no file of its src/data_loader/ or src/TrainingProblem.jl, which hold every name this package imports from it, and its own [compat] is unchanged. The one change to its export list is export Array, which this package never reaches: it imports by name only.

Evidence

• A fresh resolve of the root and of the test environment picks ReducedComplexityModeling v0.5.0.
• The full suite passes with ReducedComplexityModeling 0.5.0 on Julia 1.13.3 (1097 s) and 1.12.7 (1970 s): 10788 of 10788 each, 0 failures. The two Metal testsets were not run (no GPU in the test environment).

Pre-PR verification

julia-branch-verifier: clear, 0 unresolved. Its one nit, that the registered VlasovMethods 0.3.0 still binds ReducedComplexityModeling "0.1.1", is applied: the CHANGELOG sentence names VlasovMethods' next release.

Pre-existing, not caused by this branch: the Downgrade job's forcedeps floors fail on main and on this branch alike. ChainRulesCore 1.0.0 (GeometricOptimizers 0.9.2 needs ≥ 1.25.1), NeuralNetworkParameters 0.5.0 (GeometricOptimizers 0.9.2 needs 0.5.3–0.5.4), KernelAbstractions 0.9.0, NNlib 0.8.0 and Zygote 0.7.0 cannot be installed at their lower bounds. The ReducedComplexityModeling floor 0.5.0 resolves alone and with the other installable floors.

Not checked: type stability and allocations (no source line changes, and the dependency code this package calls is byte-identical); no docs build (no docs/ change).

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Recent review info

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Commits

Reviewing files that changed from the base of the PR and between 0ecba12 and 577399f.

Files selected for processing: 2

• CHANGELOG.md
• Project.toml

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Summary

Summary by CodeRabbit

• Compatibility
  • Updated the supported compatibility requirement for ReducedComplexityModeling to version 0.5. Environments using ReducedBasisMethods 0.4 or the upcoming VlasovMethods release will resolve this package with that version.

The ReducedComplexityModeling compatibility bound changes from 0.4.1 to 0.5. The changelog describes the resolution constraint for environments with ReducedBasisMethods 0.4 or the next VlasovMethods release.

Changes: Dependency Compatibility

Layer / File(s)	Summary
Update compatibility bound Project.toml, CHANGELOG.md	Project.toml sets the ReducedComplexityModeling compatibility requirement to 0.5. The changelog documents the same bound and its stated resolution constraint.

Estimated code review effort: 1 (Trivial) | ~3 minutes

Change: Other

Possibly related PRs

• JuliaGNI/GeometricMachineLearning.jl#365: Moves loader code to ReducedComplexityModeling and changes its compatibility requirement, which PR #373 updates to 0.5.

Merge Risk: Minimal · up to 57739

The compatibility update is ready to merge with no identified correctness or availability risk.

Pre-merge checks: 5

Check name	Status	Explanation
Title check		The title clearly and concisely describes the main change: updating the ReducedComplexityModeling compatibility bound to 0.5.
Description check		The description accurately explains the compatibility change, changelog update, motivation, validation results, and known test limitations.
Docstring Coverage		No eligible functions found in the changed files. Skipping docstring coverage check. Docstring coverage is scoped to functions touched by this diff with cyclomatic complexity of at least 2. Documentat…
Linked Issues check		Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check		Check skipped because no linked issues were found for this pull request.

Full details: Docstring Coverage

Explanation

No eligible functions found in the changed files. Skipping docstring coverage check. Docstring coverage is scoped to functions touched by this diff with cyclomatic complexity of at least 2. Documentation-only edits and deletions within surviving functions are included; unchanged diff context and fully deleted functions are excluded. Analyzed 0 functions across 0 files. (2 skipped: 2 unsupported.)

• Autofix · Keep fixing CodeRabbit findings and required CI, and resolving merge conflicts

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[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 94.48%. Comparing base (0ecba12) to head (577399f).
⚠️ Report is 3 commits behind head on main.

Additional details and impacted files

@@           Coverage Diff           @@
##             main     #373   +/-   ##
=======================================
  Coverage   94.48%   94.48%           
=======================================
  Files          63       63           
  Lines        2738     2738           
=======================================
  Hits         2587     2587           
  Misses        151      151           

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