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)