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Deep Learning with TensorFlow

You're reading from   Deep Learning with TensorFlow Explore neural networks with Python

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Product type Paperback
Published in Apr 2017
Publisher Packt
ISBN-13 9781786469786
Length 320 pages
Edition 1st Edition
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Authors (4):
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Md. Rezaul Karim Md. Rezaul Karim
Author Profile Icon Md. Rezaul Karim
Md. Rezaul Karim
Ahmed Menshawy Ahmed Menshawy
Author Profile Icon Ahmed Menshawy
Ahmed Menshawy
Giancarlo Zaccone Giancarlo Zaccone
Author Profile Icon Giancarlo Zaccone
Giancarlo Zaccone
Fabrizio Milo Fabrizio Milo
Author Profile Icon Fabrizio Milo
Fabrizio Milo
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Toc

Table of Contents (11) Chapters Close

Preface 1. Getting Started with Deep Learning FREE CHAPTER 2. First Look at TensorFlow 3. Using TensorFlow on a Feed-Forward Neural Network 4. TensorFlow on a Convolutional Neural Network 5. Optimizing TensorFlow Autoencoders 6. Recurrent Neural Networks 7. GPU Computing 8. Advanced TensorFlow Programming 9. Advanced Multimedia Programming with TensorFlow 10. Reinforcement Learning

How to install TensorFlow

You can install TensorFlow on your machine in a number of ways; such as using virtualenv, pip, Docker, and Anaconda. However, using Docker and Anaconda are a bit advanced and this is why we have decided to use pip and virtualenv instead.

Interested readers can try using Docker and Anaconda from this URL at https://www.tensorflow.org/install/.

Installing TensorFlow with native pip

If Steps 1 to 6 have been completed, install TensorFlow by invoking one of the following commands, for Python 2.7 and of course with only CPU support:

$ pip install tensorflow  

For Python 3.x and of course with only CPU support:

$ pip3 install tensorflow

For Python 2.7 and of course with GPU support:

$ pip install tensorflow-gpu

For Python 3.x and of course...

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