feat: initial version of the audit & clean data feature

.github/workflows/ci.yaml

@@ -102,7 +102,7 @@ jobs:
           python-version: ${{ matrix.python-version }}
 
       - name: Install pip requirements
-        run: pip install uv && uv pip install --system . matplotlib nbdev python-dotenv
+        run: pip install uv && uv pip install --system . "ipython<=8.32.0" matplotlib nbdev python-dotenv
 
       - name: Run tests
         run: nbdev_test --n_workers 0 --path nbs/docs/getting-started/2_quickstart.ipynb

CONTRIBUTING.md

@@ -77,7 +77,7 @@ nbdev_export
 If you're working on the local interface you can just use `nbdev_test --n_workers 1 --do_print --timing`.
 
 ### Cleaning notebooks
-Since the notebooks output cells can vary from run to run (even if they produce the same outputs) the notebooks are cleaned before committing them. Please make sure to run `nbdev_clean ` before committing your changes.
+Since the notebooks output cells can vary from run to run (even if they produce the same outputs) the notebooks are cleaned before committing them. Please make sure to run `nbdev_clean` before committing your changes.
 
 ## Do you want to contribute to the documentation?