As I work on practicing and solving machine learning (ML) problems, I find myself repeating a set of steps and activities repeatedly.

Thanks to Dr. Jason Brownlee’s suggestions on creating a machine learning template, I have pulled together a project template that I use to experiment with modeling ML problems using Python and TensorFlow Decision Forests.

Version 1 of the Decision Forests template contains structures and features that are similar to the Scikit-Learn templates. I designed the Decision Forests template to address regression modeling exercises from beginning to end.

You will find the Python templates on the Analytics Project Templates page.