[pre-commit.ci] pre-commit autoupdate

updates:
- [github.com/pre-commit/pre-commit-hooks: v4.6.0 → v5.0.0](pre-commit/pre-commit-hooks@v4.6.0...v5.0.0)
- [github.com/astral-sh/ruff-pre-commit: v0.6.7 → v0.8.3](astral-sh/ruff-pre-commit@v0.6.7...v0.8.3)
- [github.com/pre-commit/mirrors-mypy: v1.11.2 → v1.13.0](pre-commit/mirrors-mypy@v1.11.2...v1.13.0)
- [github.com/crate-ci/typos: v1.24.6 → v1.28.3](crate-ci/typos@v1.24.6...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

@@ -1,6 +1,6 @@
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.6.0  # Use the ref you want to point at
+    rev: v5.0.0  # Use the ref you want to point at
     hooks:
     - id: trailing-whitespace
     - id: check-ast
@@ -16,7 +16,7 @@ repos:
     - id: check-toml
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: 'v0.6.7'
+    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: v1.11.2
+    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: v1.24.6
+    rev: v1.28.3
     hooks:
       - id: typos
         args: [--force-exclude]
 
   - 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]