k-Means, One Honest Step
A lightweight execution-visualization book.
Assign and Update
Clusters from Centroids
Assign to the Nearest Centroid
Recompute the Centroids
One Step, on the Plot
Why Integer Distance, Why the Mean
What One k-Means Step Is and Is Not