[pre-commit.ci] pre-commit autoupdate

updates:
- [github.com/astral-sh/ruff-pre-commit: v0.7.0 → v0.8.3](astral-sh/ruff-pre-commit@v0.7.0...v0.8.3)
- [github.com/pre-commit/mirrors-mypy: v1.12.1 → v1.13.0](pre-commit/mirrors-mypy@v1.12.1...v1.13.0)
- [github.com/crate-ci/typos: v1.26.0 → v1.28.3](crate-ci/typos@v1.26.0...v1.28.3)
- [github.com/nbQA-dev/nbQA: 1.8.7 → 1.9.1](nbQA-dev/nbQA@1.8.7...1.9.1)

.pre-commit-config.yaml

@@ -16,7 +16,7 @@ repos:
     - id: check-toml
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: 'v0.7.0'
+    rev: 'v0.8.3'
     hooks:
     - id: ruff
       args: [--fix, --exit-non-zero-on-fix]
@@ -25,7 +25,7 @@ repos:
       types_or: [python, jupyter]
 
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v1.12.1
+    rev: v1.13.0
     hooks:
     - id: mypy
       entry: python3 -m mypy --config-file pyproject.toml
@@ -34,13 +34,13 @@ repos:
       exclude: "tests"
 
   - repo: https://github.com/crate-ci/typos
-    rev: v1.26.0
+    rev: v1.28.3
     hooks:
       - id: typos
         args: []
 
   - repo: https://github.com/nbQA-dev/nbQA
-    rev: 1.8.7
+    rev: 1.9.1
     hooks:
     - id: nbqa-ruff
       args: [--fix, --exit-non-zero-on-fix]