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📐 Regularization Methods Lab — Watch Overfitting Get Reined In

Fit a high-degree polynomial to noisy data, then add L2 (ridge) regularization and watch the wild overfit curve smooth back into something that generalizes.

Drawing with Maths3DAdvanced60 FPS📱 Mobile-adapted

⚙ Under the hood

Fit a high-degree polynomial to noisy data, then add L2 (ridge) regularization and watch the wild overfit curve smooth back into something that generalizes.

Polynomial RegressionRegularizationOverfittingRidge RegressionMachine LearningData AnalysisThree.js

3D · Three.js / WebGL renderer · 60 FPS target · runs fully client-side, no install