更新时间：2021-07-02 20:49:59
cover
Title Page
Copyright
R Deep Learning Cookbook
Credits
About the Authors
About the Reviewer
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 color images of this book
Errata
Piracy
Questions
Getting Started
Introduction
Installing R with an IDE
Getting ready
How to do it...
Installing a Jupyter Notebook application
There's more...
Starting with the basics of machine learning in R
How it works...
Setting up deep learning tools/packages in R
Installing MXNet in R
Installing TensorFlow in R
See also
Installing H2O in R
Installing all three packages at once using Docker
Deep Learning with R
Starting with logistic regression
Introducing the dataset
Performing logistic regression using H2O
Performing logistic regression using TensorFlow
Visualizing TensorFlow graphs
Starting with multilayer perceptrons
Setting up a neural network using H2O
Tuning hyper-parameters using grid searches in H2O
Setting up a neural network using MXNet
Setting up a neural network using TensorFlow
Convolution Neural Network
Downloading and configuring an image dataset
