Polynomial Regression

Fit polynomial curves and explore underfitting versus overfitting interactively.

• Regression
• Linear Regression
• Gradient Descent
• Multiple Linear Regression
• Ridge / Lasso / Elastic Net
• Residual Analysis
• Learning Rate Lab

Ngerk Visualizer — interactive ML simulations in the browser.