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 can be used to support modeling classification and regression problems using Python and the Kera framework.

Version 6 of the TensorFlow deep learning templates contain minor adjustments and corrections to the prevision version of the templates.

The new templates streamlined model-building by removing scikit-learn’s cross-validation code in favor of TensorFlow/Kera’s built-in validation_data parameter.

You will find the Python deep learning templates on the Machine Learning Project Templates page.