deep-learning-vm/setup.sh at master · mmeyer/deep-learning-vm · GitHub

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#!/bin/bash

################################################
# Provisions the Deep Learning Virtual Machine
#
# Credits :
# http://ermaker.github.io/blog/2015/09/08/get-started-with-keras-for-beginners.html
# https://github.com/ericwooley/apt-fast-vagrant-install (for apt-fast)
# https://gist.github.com/malev/2d2d76b1662e13acbbca (for miniconda)
# https://gist.github.com/davemkirk/90140b1edde8d18c8b83 (for IPython notebooks)
################################################

function mssg {
    now=$(date +"%T")
    echo "[$now] $1"
    shift
}

mssg "Provisioning the Deep Learning Virtual Machine ..."

mssg "Updating the package index files. Usually takes ~ 6 minutes, depending on the speed of your network ..."
apt-get -y update >/dev/null 2>&1

################################################
# apt-fast
mssg "Installing apt-fast to try speed things up ..."
apt-get install -y aria2 --no-install-recommends >/dev/null 2>&1
filetowget=apt-fast
if [[ ! -f $filetowget ]]; then
   wget https://raw.githubusercontent.com/ilikenwf/apt-fast/master/apt-fast >/dev/null 2>&1
   cp apt-fast /usr/bin/
   chmod +x /usr/bin/apt-fast
fi
filetowget=apt-fast.conf
if [[ ! -f $filetowget ]]; then
   wget https://raw.githubusercontent.com/ilikenwf/apt-fast/master/apt-fast.conf >/dev/null 2>&1
   cp apt-fast.conf /etc
fi

mssg "Installing pip ..."
apt-fast -y install python-pip >/dev/null 2>&1


################################################
mssg "Downloading & Installing Anaconda ..."
anaconda=Anaconda3-4.2.0-Linux-x86_64.sh
if [[ ! -f $anaconda ]]; then
    wget --quiet https://repo.continuum.io/archive/$anaconda
    chmod +x $anaconda
    ./$anaconda -b -p /home/vagrant/anaconda
    echo 'export PATH="/home/vagrant/anaconda/bin:$PATH"' >> /home/vagrant/.bashrc
    source /home/vagrant/.bashrc
    chown -R vagrant:vagrant /home/vagrant/anaconda
    /home/vagrant/anaconda/bin/conda install conda-build anaconda-client anaconda-build -y -q
fi

################################################
/home/vagrant/anaconda/bin/conda install "scikit-learn==0.18" -y -q
/home/vagrant/anaconda/bin/conda install "graphviz=2.38.0" -y -q

################################################
# Tensorflow, Keras
mssg "Installing Tensorflow dependencies"
apt-fast install -y python3-numpy python3-scipy python3-dev python3-pip python3-nose g++ libopenblas-dev git >/dev/null 2>&1
/home/vagrant/anaconda/bin/pip install nose
/home/vagrant/anaconda/bin/pip install nose_parameterized
mssg "Installing Tensorflow"
export TF_BINARY_URL=https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-1.3.0-cp35-cp35m-linux_x86_64.whl
/home/vagrant/anaconda/bin/pip install $TF_BINARY_URL >/dev/null 2>&1
mssg "Installing Keras"
/home/vagrant/anaconda/bin/conda install -c conda-forge keras=2.0.6


################################################
# Other Python packages
/home/vagrant/anaconda/bin/pip install --verbose -r /home/vagrant/requirements.txt


################################################
mssg "Clone Huma tutorial files from git"
git clone https://github.com/mmeyer/huma-tutorial.git /home/vagrant/huma-tutorial/notebooks

echo ""
mssg "List of installed packages"
/home/vagrant/anaconda/bin/pip list

mssg "Done!"