Flash-KMeans Dropped and It Makes sklearn Look Slow

If you've ever sat there watching sklearn.cluster.KMeans churn through a large dataset while your laptop fan spins up like a jet engine, you're not alone. K-Means is one of those algorithms that feels like it should be fast — the concept is dead simp...