Housing prices with ridge regression

This repository is structured as follows:

• Dataset pre-processing (00_preprocessing.ipynb)
• Implementation of ridge regression algorithm from scratch (01_ridgeregression.ipynb)
• Analysis of results and study of CV risk estimate on parameter alpha (01_ridgeregression.ipynb)
• Display of final results (02_resultsviewer.ipynb)
• Final report (final_report.pdf)