Stop Building Neural Networks Using Flat Code

A tf.keras Functional API code snippet

Photo by NESA by Makers on Unsplash

It seems that we’ve become so obsessed with building neural networks in 10 lines of code that we’ve forgotten to build neural networks in reusable lines of code.

Neural networks are useful machine learning models, and they’re maturing as a technology. As a consequence of this, many things that…