Yes, automated feature engineering is a technique that’s only increasing in importance! Definitely try out Featuretools: it’s free, easy-to-use, and there are no other libraries with the same capabilities.

There are quite a few examples of how to use Featuretools on GitHub in addition to all the notebooks for this project. If you need any help, feel free to reach out!