We are still exploring possibilities for the APIs in Fairlearn, meaning that we sometimes have breaking changes. As a result, notebooks taken from the main branch on GitHub may not always be compatible with a version of Fairlearn installed using pip (notebooks on main will always be compatible with main).

If you encounter compatibility problems with notebooks, go to your terminal and run:

pip show fairlearn

to show the version of Fairlearn which you currently have installed. Then, on the GitHub page, navigate to that version (e.g. v0.4.5 or v0.4.6), and download the notebooks from there.

Alternatively, install Fairlearn from a cloned repository in order to use the notebooks from main.