Feature-engine: Drop Correlated Features

If you want to remove the correlated variables from a dataframe, use feature_engine.DropCorrelatedFeatures.

In the code above, I drop the variables with a correlation above 0.8.

Link to feature-engine.

Google Colab notebook of the code snippet above.