The Keras Dense Layer


The Keras dense layer can be a little confusing. This post will give you everything you need to start using it.

The Keras Custom Layer Explained


Sometimes you need to define your own Keras custom layer. This tutorial explains how custom layers work for tensorflow>=1.7.0 (up to at least 2.4.0) which includes a fairly stable version of the Keras API.

Source Code Layout for Machine Learning Pipelines

Posted 2019-03-12 • Updated 2019-03-23

How you structure code in an ML pipeline makes a big difference in whether other people can easily use it. Here’s a recommendation for how to do it well.