My favorite algorithm is officially hdbscan. I've had multiple use cases for it in the past 2-3 years, for personal projects and work.
The premise is simple, given a bunch of vectors, find the natural groupings!
https://github.com/scikit-learn-contrib/hdbscan
Do share your favorite algorithm!








