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Installation recommended within an Ubuntu/Mint VM with 6-8 GB of memory: 
  1. Anaconda https://www.anaconda.com/download/
  2. Download Github Tensorflow tutorials: https://github.com/Hvass-Labs/TensorFlow-Tutorials
  3. From the folder where you extracted these files, load a bash shell and install the python packages:
  (you may need sudo -H)
To activate/deactivate the environment:
First run through the Jupyter notebook step-by-step with the run command with the default values and ensure that the environment is working correctly.  Training with Tensorflow/CPU will require ~150 hours of computations. If you have a nVidia Geforce series 10 (1060/1070/1080) you can reduce this to hours. (edit requirements.txt to install the GPU version of Tensorflow)