[pre-commit.ci] pre-commit autoupdate

updates:
- [github.com/psf/black-pre-commit-mirror: 26.1.0 → 26.3.1](psf/black-pre-commit-mirror@26.1.0...26.3.1)
- [github.com/astral-sh/ruff-pre-commit: v0.15.4 → v0.15.9](astral-sh/ruff-pre-commit@v0.15.4...v0.15.9)

Author: pre-commit-ci[bot]

.pre-commit-config.yaml

@@ -19,7 +19,7 @@ repos:
     - id: check-yaml
 
 -   repo: https://github.com/psf/black-pre-commit-mirror
-    rev: 26.1.0
+    rev: 26.3.1
     hooks:
     - id: black-jupyter
 
@@ -30,7 +30,7 @@ repos:
         additional_dependencies: [black==23.9.1]
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.15.4
+  rev: v0.15.9
   hooks:
   - id: ruff
     args: [--fix]