Regression

Fit targets, diagnose residuals, and tune regularization and learning rates.

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

Ngerk Visualizer — interactive ML simulations in the browser.