1. Install Dependencies:

• Install TensorFlow here

• Install PyTorch here (for GPU users, choose CUDA 10.1)

• Extra Dependencies:

  • Windows:

    • Install Visual C++ 2015 build tools here and install default option.

    • Install latest Visual C++ redistributable here and choose x86 for 32 bit OS, x64 for 64 bit OS.

  • Linux:

    $ apt-get install libglib2.0-0 libsm6 libxrender1 libxext6
    

  • Mac:

    $ echo No extra dependency needed ":)"
    

2. Install FastEstimator:

• Stable (Linux/Mac):

  $ pip install fastestimator
  

• Stable (Windows):

  First download zip file from available releases

  $ pip install fastestimator-x.x.x.zip
  

• Most Recent (Linux/Mac):

  $ pip install fastestimator-nightly
  

• Most Recent (Windows):

  First download zip file here

  $ pip install fastestimator-master.zip
  

Docker Hub

Docker containers create isolated virtual environments that share resources with a host machine. Docker provides an easy way to set up a FastEstimator environment. You can simply pull our image from Docker Hub and get started:

• GPU:

  docker pull fastestimator/fastestimator:latest-gpu
  

• CPU:

  docker pull fastestimator/fastestimator:latest-cpu