adding sync

Author: rdyro

.pre-commit-config.yaml

@@ -19,6 +19,7 @@ repos:
     files: \.(py|md)$
   - id: trailing-whitespace
     files: \.(py|md|ipynb)$
+    exclude: ^(docs/.*\.md|examples/.*\.md)$
   - id: debug-statements
     files: \.py$  # only include python files
   - id: mixed-line-ending  # remove CR
@@ -37,3 +38,11 @@ repos:
   rev: v0.9.10
   hooks:
   - id: ruff
+
+- repo: https://github.com/mwouts/jupytext
+  rev: v1.17.3
+  hooks:
+  - id: jupytext
+    args: [--to, md]
+    exclude: ^docs/_build/
+    files: \.ipynb$