No Module Named TensorFlow: The Unofficial Troubleshooting Guide
Ben Cook • Posted 2020-12-31 • Last updated 2021-03-24A troubleshooting guide for one of the more frustrating TensorFlow exceptions: the dreaded ModuleNotFoundError.
keras
The Keras Dense Layer
Ben Cook • Posted 2020-12-31 • Last updated 2021-03-24The 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
Ben Cook • Posted 2020-12-26 • Last updated 2021-03-24Sometimes 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.
Machine Learning Pipelines Should Be Python Packages: Transfer Learning
Ben Cook • Posted 2019-04-23 • Last updated 2021-07-08Building machine learning pipelines as well-formed Python packages simplifies transfer learning. Here’s a simple example.
Source Code Layout for Machine Learning Pipelines
Ben Cook • Posted 2019-03-12 • Last updated 2021-10-21How 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.