[pre-commit.ci] pre-commit autoupdate

[pre-commit-ci]

updates:

• github.com/astral-sh/ruff-pre-commit: v0.14.9 → v0.16.4
• https://github.com/psf/black → https://github.com/psf/black-pre-commit-mirror
• github.com/psf/black-pre-commit-mirror: 25.12.0 → 26.5.1
• github.com/codespell-project/codespell: v2.4.1 → v2.4.3
• github.com/kynan/nbstripout: 0.8.1 → 0.9.1

[codacy-production]

Up to standards ✅

🟢 Issues 0 issues

Results:
0 new issues

View in Codacy

🟢 Metrics 0 complexity · 0 duplication

Metric	Results
Complexity	0
Duplication	0

View in Codacy

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[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 91.06%. Comparing base (af205c4) to head (4a860eb).

Additional details and impacted files

@@            Coverage Diff             @@
##             main      #86      +/-   ##
==========================================
+ Coverage   90.60%   91.06%   +0.46%     
==========================================
  Files         135      135              
  Lines       17890    17890              
==========================================
+ Hits        16209    16292      +83     
+ Misses       1681     1598      -83     

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[coveralls]

coverage: 91.068% (+0.5%) from 90.604% — pre-commit-ci-update-config into main