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recommendation_setup.md

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Recommendation Setup

The setup has been tested using Python 3.6.5. The required packages are as follow:

  1. Install Python virtualenv (optional)
pip3 install virtualenvwrapper
(better install with python3.6: python3.6 -m pip install virtualenvwrapper)
echo export WORKON_HOME=$HOME/.virtualenvs >> ~/.bashrc
(optional) echo export VIRTUALENVWRAPPER_PYTHON=/usr/bin/python3.6 >> ~/.bashrc
echo source /usr/local/bin/virtualenvwrapper.sh >> ~/.bashrc
(if virtualenvwrapper.sh cannot be found under /usr/local/bin: try echo source ~/.local/bin/virtualenvwrapper.sh >> ~/.bashrc)
source ~/.bashrc
mkvirtualenv shadewatcher -p python3.6
workon shadewatcher
  1. tensorflow
(shadewatcher) pip install tensorflow_gpu==1.14
(shadewatcher) python -c "import tensorflow as tf;print(tf.reduce_sum(tf.random.normal([1000, 1000])))"
  1. numpy
(shadewatcher) pip install numpy==1.19.2
  1. scipy
(shadewatcher) pip install scipy==1.5.3
  1. sklearn
(shadewatcher) pip install scikit-learn==0.19.0
  1. tqdm
(shadewatcher) pip install tqdm
  1. colorlog
(shadewatcher) pip install colorlog