batuhan-basoglu/Regularization-and-Model-Evaluation
1
1
Fork 0
Code Issues Pull requests Projects Releases Packages Wiki Activity
No description
13 commits 1 branch 0 tags 4.2 MiB
Find a file
Batuhan Berk Başoğlu e24560de39 Merge branch 'shaani'
2025-10-20 22:53:56 +03:00
.idea Updated the code. 2025-10-20 17:45:59 +03:00
results Updated the code. 2025-10-20 17:45:59 +03:00
A2.py 1.4 and 2 2025-10-20 09:49:32 -04:00
README.md Updated the readme file 2025-10-18 01:29:52 +03:00
tasks-1-&-2.py Updated the code. 2025-10-20 17:45:59 +03:00
tasks-3-&-4.py Updated the code. 2025-10-20 17:45:59 +03:00

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