elastic_net_medium

In this repository are three .py files and one .ipynb file containing code used to write the article Elastic Net Regression: A Brief Tutorial.

The .ipynb file contains the code used in the article.

Functions in data_cleaning.py

• separate_data()
• scale_data()

Functions in data_review.py

• get_info() *
• get_statistics()

Functions in eda.py

• gen_histograms() *
• gen_histograms_by_category()
• gen_violin_by_category() *
• gen_corr_matrix_hmap()

An * indicates a function was not used in the tutorial.