@hhelmbre and @dash2927 should run through the demo notebooks themselves line by line beforehand, so they get an idea of the scope and purpose of diff_classifier.
You can also poke around if you're curious about how any of the functions work under the hood.
Perhaps try examining some of the histories of each of the files to see how they evolved over time.