[pre-commit.ci] pre-commit autoupdate

updates:
- [github.com/psf/black-pre-commit-mirror: 25.11.0 → 26.1.0](psf/black-pre-commit-mirror@25.11.0...26.1.0)
- [github.com/astral-sh/ruff-pre-commit: v0.14.7 → v0.15.4](astral-sh/ruff-pre-commit@v0.14.7...v0.15.4)
- [github.com/kynan/nbstripout: 0.8.2 → 0.9.1](kynan/nbstripout@0.8.2...0.9.1)

Author: pre-commit-ci[bot]

.pre-commit-config.yaml

@@ -9,16 +9,16 @@ repos:
       - id: end-of-file-fixer
         exclude_types: [json, binary]
   - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: "25.11.0"
+    rev: "26.1.0"
     hooks:
       - id: black-jupyter
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: "v0.14.7"
+    rev: "v0.15.4"
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
   - repo: https://github.com/kynan/nbstripout
-    rev: "0.8.2"
+    rev: "0.9.1"
     hooks:
       - id: nbstripout
         exclude: docs/benchmarks.ipynb