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TensorFlow Machine Learning Cookbook by Nick McClure

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Chapter 11. More with TensorFlow

In this chapter, we'll cover the following recipes:

  • Visualizing graphs in Tensorboard
  • Working with a Genetic Algorithm
  • Clustering Using K-Means
  • Solving a System of ODEs

All the code that appears in this chapter is available online at https://github.com/nfmcclure/tensorflow_cookbook.

Introduction

Throughout this book, we have seen that TensorFlow is capable of implementing many models, but there is more that TensorFlow can do, and this chapter will show you a few of those things. We'll start by showing how to use the various aspects of Tensorboard, a capability that comes with TensorFlow that allows us to visualize summary metrics, graphs, and images even while our model is training. The remaining recipes in the chapter ...

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