01. TensorFlow

TensorFlow

TensorFlow

We will be using TensorFlow™, an open-source library developed by Google, to build deep learning models throughout the course.

Download and Setup

Install TensorFlow on your computer**

Follow the instructions to download and setup TensorFlow. Choose one of the three ways to install:

  • Pip: Install TensorFlow directly on your computer. You need to have Python 2.7 or 3.x and pip installed; and this may impact other Python packages that you may have.
  • Virtualenv: Install TensorFlow in an isolated (virtual) Python environment. You need to have Python 2.7 or 3.x and virtualenv installed; this will not affect Python packages in any other environment.
  • Docker: Run TensorFlow in an isolated Docker container (virtual machine) on your computer. You need to have Vagrant, Docker and virtualization software like VirtualBox installed; this will keep TensorFlow completely isolated from the rest of your computer, but may require more memory to run.

Links: Tutorials, How-Tos, Resources, Source code, Stack Overflow