This week I wrote a k-means clustering implementation using only
numpy and the Python standard library.
Above is is a visualization I made of my implementation running. The frames were made with
matplotlib and stitched together with
You can find my implementation, usage examples, and how I made the viz below.
It ended up being a bit messy since I dove in without a full idea of how I would implement the algorithm. The class methods do not behave consistently. Some functions return values, while other modify instance attributes.