The Keras Dense Layer

Posted 2020-12-31 • Last updated 2021-03-24

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

Posted 2020-12-26 • Last updated 2021-03-24

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 • Last updated 2021-10-21

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.