Introduction
Explore the basics of multilayer perceptrons (MLPs) used in deep learning, including their structure and applications. Understand how to create computation graphs and use TensorFlow to build, train, and evaluate MLP models for classifying 2D points.
We'll cover the following...
We'll cover the following...
In this chapter, you'll learn about one of the most essential neural networks used in deep learning: the multilayer perceptron. You'll also learn how to use the TensorFlow framework to manipulate this neural network model.
A. Multilayer perceptron
A multilayer perceptron (MLP) is used for a variety of tasks, such as stock analysis, spam detection, and election voting predictions. In this chapter and the next one, you'll ...