Related simulators
Continue with similar topics in this category — or all 85 in Math Visualization.
Convex Hull (Graham & QuickHull)
Click to add points, drag to move; Graham scan with step playback or QuickHull divide-by-farthest; compare vertex sets.
Linear Regression: OLS, Ridge, Lasso & R²
Click/drag scatter points; fit y = β₀ + β₁x with OLS, Ridge (L2 on slope), or Lasso (L1 on slope). Spike Δy on the largest |x| point to see outlier sensitivity; compare SSE and R².
K-Means Clustering (Lloyd)
Click to add points, choose k, randomize centroids, then step Lloyd iterations (assign to nearest centroid, update means). Optional Gaussian-mixture demo; watch within-cluster SSE decrease.
Trigonometry Circle
Unit circle with live sin, cos, tan values as you drag.
Mandelbrot Deep Zoom
Drag/wheel deep zoom into the Mandelbrot set with smooth continuous coloring and named landmarks.
Lagrange vs Cubic Spline
Click knots: Lagrange polynomial vs natural cubic spline; Runge preset shows edge oscillations.