更新时间：2021-07-15 17:11:23
封面
书名页
Hands-On Deep Learning with TensorFlow
Credits
About the Author
www.PacktPub.com
Why subscribe?
Customer Feedback
Preface
What this book covers
What you need for this book
Who this book is for
Conventions
Reader feedback
Customer support
Downloading the example code
Downloading the color images of this book
Errata
Piracy
Questions
Chapter 1. Getting Started
Installing TensorFlow
Simple computations
Logistic regression model building
Logistic regression training
Chapter 2. Deep Neural Networks
Basic neural networks
Single hidden layer model
Single hidden layer explained
The multiple hidden layer model
Results of the multiple hidden layer
Summary
Chapter 3. Convolutional Neural Networks
Convolutional layer motivation
Convolutional layer application
Pooling layer motivation
Pooling layer application
Deep CNN
Deeper CNN
Wrapping up deep CNN
Chapter 4. Introducing Recurrent Neural Networks
Exploring RNNs
TensorFlow learn
DNNs
Chapter 5. Wrapping Up
Research evaluation
A quick review of all the models
The future of TensorFlow
Index
