[pre-commit.ci] pre-commit autoupdate

updates:
- [github.com/pre-commit/pre-commit-hooks: v4.4.0 → v5.0.0](pre-commit/pre-commit-hooks@v4.4.0...v5.0.0)
- [github.com/astral-sh/ruff-pre-commit: v0.8.5 → v0.9.6](astral-sh/ruff-pre-commit@v0.8.5...v0.9.6)
- [github.com/pre-commit/mirrors-mypy: v1.5.1 → v1.15.0](pre-commit/mirrors-mypy@v1.5.1...v1.15.0)
- [github.com/igorshubovych/markdownlint-cli: v0.35.0 → v0.44.0](igorshubovych/markdownlint-cli@v0.35.0...v0.44.0)
- [github.com/kynan/nbstripout: 0.7.1 → 0.8.1](kynan/nbstripout@0.7.1...0.8.1)
- [github.com/astral-sh/uv-pre-commit: 0.5.22 → 0.5.29](astral-sh/uv-pre-commit@0.5.22...0.5.29)

.pre-commit-config.yaml

@@ -1,12 +1,12 @@
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.4.0
+    rev: v5.0.0
     hooks:
       - id: check-merge-conflict
       - id: debug-statements
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.8.5
+    rev: v0.9.6
     hooks:
       # Run the linter.
       - id: ruff
@@ -16,22 +16,22 @@ repos:
       - id: ruff-format
         types_or: [ python, pyi, jupyter ]
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v1.5.1
+    rev: v1.15.0
     hooks:
       - id: mypy
         additional_dependencies: [types-beautifulsoup4, types-decorator, types-PyYAML, pydantic, types-toml]
   - repo: https://github.com/igorshubovych/markdownlint-cli
-    rev: v0.35.0
+    rev: v0.44.0
     hooks:
       - id: markdownlint
         args: ["--disable", "MD013"]
   - repo: https://github.com/kynan/nbstripout
-    rev: 0.7.1
+    rev: 0.8.1
     hooks:
       - id: nbstripout
         args: ['--extra-keys="metadata.kernelspec"']
   - repo: https://github.com/astral-sh/uv-pre-commit
     # uv version.
-    rev: 0.5.22
+    rev: 0.5.29
     hooks:
       - id: uv-lock