[pre-commit.ci] pre-commit autoupdate (#238)

updates:
- [github.com/astral-sh/ruff-pre-commit: v0.7.2 → v0.8.1](astral-sh/ruff-pre-commit@v0.7.2...v0.8.1)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

.pre-commit-config.yaml

@@ -4,7 +4,7 @@ ci:
 repos:
 - repo: https://github.com/astral-sh/ruff-pre-commit
   # Ruff version.
-  rev: v0.7.2
+  rev: v0.8.1
   hooks:
     # Run the linter.
     # TODO fix the lint issues for the Jupyter notebooks