@djarecka and @yibeichan - it may be worthwhile to spend a bit of time to convert this repo to a jupyterbook. it shouldn't be too hard and it will make the notebooks easier to diff and read since they will be in myst/markdown, and the site will be generated through continuous integration ensuring that the notebooks work with the latest versions of software.