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🪢 Regularization Methods Lab

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.

AI & Machine Learning2DModerate60 FPS

⚙ 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.

regularizationridge-regressionoverfitting

2D · HTML5 Canvas 2D · 60 FPS target · runs fully client-side, no install