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| .idea | ||
| linear-regression-w-non-linear-functions.py | ||
| README.md | ||
| regularization-w-cross-validation.py | ||
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