Deep Learning - Install TensorFlow library on Ubuntu

Deep Learning ¨C Install TensorFlow library on

Ubuntu

Install TensorFlow Python Library

In this tutorial, we shall learn to install TensorFlow Python Neural Network Library on Ubuntu.

Prerequisites

We shall use Anaconda distribution of Python for developing Deep Learning Applications with TensorFlow.

So, we shall Install Anaconda Python.

Install TensorFlow

To install TensorFlow python library, open a Terminal and run the following pip command.

$ pip install tensorflow

Console/Terminal Output

~$ pip install tensorflow

Collecting tensorflow

Downloading tensorflow-1.4.1-cp36-cp36m-manylinux1_x86_64.whl (41.2MB)

100% |????????????????????????????????| 41.2MB 20kB/s

Requirement already satisfied: numpy>=1.12.1 in /usr/lib/anaconda3/lib/python3.6/site-packages (fro

Requirement already satisfied: six>=1.10.0 in /usr/lib/anaconda3/lib/python3.6/site-packages (from

Requirement already satisfied: wheel>=0.26 in /usr/lib/anaconda3/lib/python3.6/site-packages (from

Collecting protobuf>=3.3.0 (from tensorflow)

Downloading protobuf-3.5.0.post1-cp36-cp36m-manylinux1_x86_64.whl (6.4MB)

100% |????????????????????????????????| 6.4MB 80kB/s

Collecting enum34>=1.1.6 (from tensorflow)

Downloading enum34-1.1.6-py3-none-any.whl

Collecting tensorflow-tensorboard=0.4.0rc1 (from tensorflow)

Downloading tensorflow_tensorboard-0.4.0rc3-py3-none-any.whl (1.7MB)

100% |????????????????????????????????| 1.7MB 108kB/s

Requirement already satisfied: setuptools in /usr/lib/anaconda3/lib/python3.6/site-packages (from p

Collecting html5lib==0.9999999 (from tensorflow-tensorboard=0.4.0rc1->tensorflow)

Downloading html5lib-0.9999999.tar.gz (889kB)

100% |????????????????????????????????| 890kB 153kB/s

Collecting bleach==1.5.0 (from tensorflow-tensorboard=0.4.0rc1->tensorflow)

Downloading bleach-1.5.0-py2.py3-none-any.whl

Downloading bleach-1.5.0-py2.py3-none-any.whl

Collecting markdown>=2.6.8 (from tensorflow-tensorboard=0.4.0rc1->tensorflow)

Downloading Markdown-2.6.10.zip (414kB)

100% |????????????????????????????????| 419kB 220kB/s

Requirement already satisfied: werkzeug>=0.11.10 in /usr/lib/anaconda3/lib/python3.6/site-packages

Building wheels for collected packages: html5lib, markdown

Running setup.py bdist_wheel for html5lib ... done

Stored in directory: /home/arjun/.cache/pip/wheels/6f/85/6c/56b8e1292c6214c4eb73b9dda50f53e8e977b

Running setup.py bdist_wheel for markdown ... done

Stored in directory: /home/arjun/.cache/pip/wheels/1e/5a/55/a80b200d12e234d575ad68c1528593d1ce488

Successfully built html5lib markdown

Installing collected packages: protobuf, enum34, html5lib, bleach, markdown, tensorflow-tensorboard

Found existing installation: html5lib 0.999999999

Uninstalling html5lib-0.999999999:

Successfully uninstalled html5lib-0.999999999

Found existing installation: bleach 2.0.0

Uninstalling bleach-2.0.0:

Successfully uninstalled bleach-2.0.0

Successfully installed bleach-1.5.0 enum34-1.1.6 html5lib-0.9999999 markdown-2.6.10 protobuf-3.5.0.

Conclusion

TensorFlow Python Library is successfully installed.

Deep Learning

? Deep Learning Tutorial

? ANN - Artificial Neural Networks

? CNN - Convolutional Neural Networks

? RNN - Recurrent Neural Networks

Environment Setup

? Install Anaconda

? Install Theano Python Library

? Install Keras Python Library

TensorFlow Tutorial

? Install TensorFlow on GPU

? Install TensorFlow Library

? TensorFlow - Build ANN

? TensorFlow - Evaluate ANN

? TensorFlow - Tune ANN

? TensorFlow - Tune ANN

? TensorFlow - Build CNN

? TensorFlow - Evaluate CNN

? TensorFlow - Tune CNN

? TensorFlow - Build RNN

? TensorFlow - Evaluate RNN

? TensorFlow - Tune RNN

Theano Tutorial

? Theano - Build ANN

? Theano - Evaluate ANN

? Theano - Tune ANN

? Theano - Build CNN

? Theano - Evaluate CNN

? Theano - Tune CNN

? Theano - Build RNN

? Theano - Evaluate RNN

? Theano - Tune RNN

Keras Tutorial

? Keras Tutorial

? Keras - Build ANN

? Keras - Evaluate ANN

? Keras - Tune ANN

? Keras - Build CNN

? Keras - Evaluate CNN

? Keras - Tune CNN

? Keras - Build RNN

? Keras - Evaluate RNN

? Keras - Tune RNN

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