A deep dive into feature importances. From scratch implementations of crucial techniques such as permutation and drop-column importance, PCA, spearman's rank correlation. Analysis of how feature importances behave.
NOTE: Only the pdf generated from the notebook is included since this assignment will likely be used in future courses ;)