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README.md

Regularization and Model Evaluation

This project implements linear regression with non-linear basis functions, explores the bias-variance tradeoff using multiple fits, and applies L1 and L2 regularization with cross-validation to analyze their effect on loss. All algorithms are written in Python.

Authors

  • Batuhan Berk Başoğlu, 260768350 - batuhan-basoglu
  • Shaani Bellemare, 261159662 - ShaaniBel
  • Jared Tritt, 260763506 - Jaredtritt