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Machine Learning with TensorFlow 1.x

You're reading from   Machine Learning with TensorFlow 1.x Second generation machine learning with Google's brainchild - TensorFlow 1.x

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Product type Paperback
Published in Nov 2017
Publisher Packt
ISBN-13 9781786462961
Length 304 pages
Edition 1st Edition
Languages
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Authors (3):
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Saif Ahmed Saif Ahmed
Author Profile Icon Saif Ahmed
Saif Ahmed
Quan Hua Quan Hua
Author Profile Icon Quan Hua
Quan Hua
Shams Ul Azeem Shams Ul Azeem
Author Profile Icon Shams Ul Azeem
Shams Ul Azeem
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Toc

Table of Contents (13) Chapters Close

Preface 1. Getting Started with TensorFlow FREE CHAPTER 2. Your First Classifier 3. The TensorFlow Toolbox 4. Cats and Dogs 5. Sequence to Sequence Models-Parlez-vous Français? 6. Finding Meaning 7. Making Money with Machine Learning 8. The Doctor Will See You Now 9. Cruise Control - Automation 10. Go Live and Go Big 11. Going Further - 21 Problems 12. Advanced Installation

Additional setup

The next part will focus on image processing and manipulation. This requires some extra libraries you may not have. At this point, it may make sense to just install all the typical packages required in scientific computing, which can be done as follows:

sudo apt-get install python-numpy python-scipy python-matplotlib 
ipython ipython-notebook python-pandas python-sympy python-nose

Additionally, install the image processing library, some external matrix mathematics libraries, and underlying requirements, which can be done as follows:

sudo pip install ndimage
sudo apt-get install libatlas3-base-dev gcc gfortran g++

Converting images to matrices

Much of machine learning is just operations on matrices. We will...

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