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

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 8 of the TensorFlow deep learning templates contain minor adjustments and corrections to the model’s prevision version. The updated templates also include support for the following:

• Scikit-learn’s ColumnTransformer, imputing, and pipeline utilities for feature scaling and transformation tasks

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