Added in Scilab 2026.1.0, this demo combines the best of both worlds: HTML for a sleek, modern UI — and Scilab for the numerical heavy lifting. Every interaction in the HTML panels triggers computations in Scilab’s engine, with results plotted live.
Three popular clustering algorithms run side by side on a single dataset:
DBSCAN — density-based, detects noise and arbitrary shapes
Mean Shift — finds clusters without specifying their number
K-Means — the classic partitioning approach
Adjust the parameters, regenerate the data, and instantly see how each method responds — a hands-on way to build intuition about what each algorithm does, and where it shines.
Try it out and explore your own data!