HOME MACHINE LEARNING REGRESSION
MACHINE LEARNING

Regression

Simulate OLS, multiple linear regression, polynomial regression degrees 1-3, Ridge and Lasso with lambda sweep — all with live residual diagnostics, R squared scores, and learning curves.

OLSMultiLRPolyRidge/Lasso
OPEN INTERACTIVE LAB ↗

What you'll explore

  • Regression simulation
  • Linear regression
  • Ridge lasso
  • Polynomial regression
  • Regression diagnostics
  • R squared

About this lab

Simulate OLS, multiple linear regression, polynomial regression degrees 1-3, Ridge and Lasso with lambda sweep — all with live residual diagnostics, R squared scores, and learning curves. This simulation runs entirely in your browser — no installation, no account required, no data uploaded.

Part of the Machine Learning Labs track — 5 labs covering the full curriculum.

PLATFORM FEATURES
Runs 100% in browser — no server, no installs
Adjustable parameters with real-time output
Privacy-first: zero data collection or uploads
Blockchain-verifiable experiment logs on Polygon
Free to use — open to everyone