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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