INTERACTIVE ML CANVAS

K-Means Clustering & Regression Sandbox

Click on the canvas to place custom 2D data points, adjust cluster centroids (K), and watch Lloyd's Expectation-Maximization algorithm converge in real time.

⚙️ Algorithm Mode

NUMBER OF CLUSTERS (K)

SAMPLE GENERATOR

💡 Click anywhere inside the dark canvas to manually add data points!

📊 Live 2D Cluster Space & Voronoi Partitions

Ready (Click to add points)