K-Means clustering explorer
Step through assignment and centroid updates on several dataset shapes, with draggable initialization and linked 2D and 3D views of every observation.
These tools run entirely in your browser and are provided as-is, for learning and convenience, with no warranty of accuracy — verify anything important against your own setup before relying on it.