Penalised Regression in Scikit-learn: Solution Exercise 3

In this exercise we compare Ridge and Lasso Regression. The notebook can be found here: https://github.com/MachineLearningBiomedicalApplications/notebooks/blob/c7ba06f021e8f95c8a8e18e877aa81dde89ee28d/Chapter%203%20-%20Regression/Notebooks/3.2%20Penalised%20Regression.ipynb