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