Merge branch 'main' into revision-2

.pre-commit-config.yaml

@@ -5,11 +5,11 @@ repos:
     - id: nbstripout
       files: ".ipynb"
   - repo: https://github.com/psf/black
-    rev: 24.4.2
+    rev: 24.8.0
     hooks:
     - id: black
   - repo: https://github.com/pycqa/flake8
-    rev: 7.0.0 
+    rev: 7.1.1 
     hooks:
     - id: flake8
   - repo: https://github.com/s-weigand/flake8-nb