Rank features by mutual information with the target and compare with the correlation ranking.
Concepts: Mutual information; non-linear dependence
Project A: mutual_info_classif on train only; compare with IV ranking.
Project B: mutual_info_regression: temperature and hour should jump up compared to their Pearson rank.
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