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Release KoopmanGraph 0.12.0 - #47

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tjkessler merged 2 commits into
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release/v0.12.0
Aug 5, 2026
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tjkessler merged 2 commits into
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release/v0.12.0

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Summary

  • Kronecker-sum exact spectrum for eligible discrete/continuous graph operators (three-path spectrum contract: distributed Arnoldi, Kronecker, dense)
  • Scale / architecture / FAQ honesty for residual dense inverse and eig-regularization ceilings; example 29 spectrum timing probe
  • Docs-only topology-criticality honesty (Ghosh2025, notebook 18 mechanical scope note)
  • Release metadata: __version__ / CITATION.cff / README / installation pin → 0.12.0 (Zenodo DOI still 0.11.0 until post-tag mint)

SemVer (§1.4)

  • Spectrum algorithm change with float-tolerance parity; no required API signature breaks; no homogeneous training default flips; FORMAT_VERSION remains 1

Test plan

  • Pre-release gate (TASK-2013): ruff, pytest cov ≥90%, Sphinx -W, architecture audit
  • CI green on this PR
  • After merge (Phase B, separate): tag 0.12.0 → GitHub Release → confirm PyPI; Zenodo DOI follow-up if minted

Made with Cursor

Ship Kronecker-sum exact spectrum for eligible graph operators, Scale and
topology-criticality honesty docs, and release metadata for the 0.12.0 tag.

Co-authored-by: Cursor <cursoragent@cursor.com>
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codecov Bot commented Aug 5, 2026 •

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Codecov Report

❌ Patch coverage is 98.51852% with 2 lines in your changes missing coverage. Please review.

Files with missing lines Patch % Lines
src/koopman_graph/operators/kronecker_spectrum.py 98.37% 1 Missing and 1 partial ⚠️
Files with missing lines Coverage Δ
src/koopman_graph/__init__.py 100.00% <100.00%> (ø)
src/koopman_graph/operators/__init__.py 100.00% <ø> (ø)
src/koopman_graph/operators/continuous_graph.py 96.15% <100.00%> (+0.06%) ⬆️
src/koopman_graph/operators/graph.py 94.75% <100.00%> (+0.11%) ⬆️
src/koopman_graph/operators/kronecker_spectrum.py 98.37% <98.37%> (ø)
🚀 New features to boost your workflow:
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Add Codecov patch-gate tests for eligibility/shape fall-backs, non-finite
adjacency paths, and discrete/continuous dense spectrum routing when the
Kronecker helper returns None.

Co-authored-by: Cursor <cursoragent@cursor.com>
@tjkessler
tjkessler merged commit 81acc20 into main Aug 5, 2026
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@tjkessler
tjkessler deleted the release/v0.12.0 branch August 5, 2026 17:32
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