[pre-commit.ci] pre-commit autoupdate

updates:
- [github.com/astral-sh/ruff-pre-commit: v0.12.12 → v0.15.11](astral-sh/ruff-pre-commit@v0.12.12...v0.15.11)
- https://github.com/psf/black → https://github.com/psf/black-pre-commit-mirror
- [github.com/psf/black-pre-commit-mirror: 25.1.0 → 26.3.1](psf/black-pre-commit-mirror@25.1.0...26.3.1)
- https://github.com/psf/black → https://github.com/psf/black-pre-commit-mirror
- [github.com/psf/black-pre-commit-mirror: 25.1.0 → 26.3.1](psf/black-pre-commit-mirror@25.1.0...26.3.1)

Author: pre-commit-ci[bot]

.pre-commit-config.yaml

@@ -12,7 +12,7 @@ ci:
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: v0.12.12
+    rev: v0.15.11
     hooks:
       - id: ruff
         exclude: docs/.*
@@ -22,17 +22,17 @@ repos:
     hooks:
       - id: nbqa-ruff
         args: ["--line-length=120"]
-  - repo: https://github.com/psf/black
-    rev: 25.1.0
+  - repo: https://github.com/psf/black-pre-commit-mirror
+    rev: 26.3.1
     hooks:
       - id: black
         # It is recommended to specify the latest version of Python
         # supported by your project here, or alternatively use
         # pre-commit's default_language_version, see
         # https://pre-commit.com/#top_level-default_language_version
         language_version: python3
-  - repo: https://github.com/psf/black
-    rev: 25.1.0
+  - repo: https://github.com/psf/black-pre-commit-mirror
+    rev: 26.3.1
     hooks:
       - id: black-jupyter
         language_version: python3