[pre-commit.ci] pre-commit autoupdate

updates:
- [github.com/PyCQA/docformatter: eb1df34 → v1.7.5](PyCQA/docformatter@eb1df34...v1.7.5)
- [github.com/astral-sh/ruff-pre-commit: v0.7.2 → v0.8.1](astral-sh/ruff-pre-commit@v0.7.2...v0.8.1)
- [github.com/executablebooks/mdformat: 0.7.18 → 0.7.19](hukkin/mdformat@0.7.18...0.7.19)
- [github.com/executablebooks/mdformat: 0.7.18 → 0.7.19](hukkin/mdformat@0.7.18...0.7.19)
- [github.com/kynan/nbstripout: 0.8.0 → 0.8.1](kynan/nbstripout@0.8.0...0.8.1)

.pre-commit-config.yaml

@@ -68,7 +68,7 @@ repos:
       - id: yamllint
         exclude: tests/optimagic/optimizers/_pounders/fixtures
   - repo: https://github.com/PyCQA/docformatter
-    rev: eb1df34
+    rev: v1.7.5
     hooks:
       - id: docformatter
         args:
@@ -80,7 +80,7 @@ repos:
           - --blank
         exclude: src/optimagic/optimization/algo_options.py
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.7.2
+    rev: v0.8.1
     hooks:
       # Run the linter.
       - id: ruff
@@ -97,7 +97,7 @@ repos:
           - pyi
           - jupyter
   - repo: https://github.com/executablebooks/mdformat
-    rev: 0.7.18
+    rev: 0.7.19
     hooks:
       - id: mdformat
         additional_dependencies:
@@ -109,7 +109,7 @@ repos:
           - '88'
         files: (README\.md)
   - repo: https://github.com/executablebooks/mdformat
-    rev: 0.7.18
+    rev: 0.7.19
     hooks:
       - id: mdformat
         additional_dependencies:
@@ -121,7 +121,7 @@ repos:
         files: (docs/.)
         exclude: docs/source/how_to/how_to_specify_algorithm_and_algo_options.md
   - repo: https://github.com/kynan/nbstripout
-    rev: 0.8.0
+    rev: 0.8.1
     hooks:
       - id: nbstripout
         exclude: |