GitHub repository: wyattowalsh/regularized-regression-from-scratch
Primary language: Jupyter Notebook
Description: Implementations and explanations of Ordinary Least Squares regression, Ridge regression, Lasso regression (solved via Coordinate Descent), and Elastic Net regression (also solved via Coordinate Descent) applied to assess wine quality given numerous numerical features. Additional data analysis and visualization is included.