Created
April 18, 2018 09:15
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DeepLearning_Dependencies Install
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#!/bin/bash | |
orig_executor="$(whoami)" | |
if [ "$(whoami)" == "root" ]; then | |
echo "running as root, please run as user you want to have stuff installed as" | |
exit 1 | |
fi | |
################################### | |
# Ubuntu 16.04 Install script for: | |
# Pythonlibs | |
# Numpy | |
# scikit | |
# matplotlib | |
# - Keras | |
################################### | |
export DEBIAN_FRONTEND=noninteractive | |
sudo apt-get install -y libncurses-dev | |
pip uninstall pillow | |
git clone https://github.com/python-pillow/Pillow.git | |
cd Pillow | |
python setup.py install | |
# Python basics: update pip and setup a virtualenv to avoid mixing packages | |
# installed from source with system packages | |
sudo apt-get update -y | |
sudo apt-get install -y python-dev python-pip htop | |
sudo pip install -U pip virtualenv | |
if [ ! -d "venv" ]; then | |
virtualenv venv | |
echo "source ~/venv/bin/activate" >> ~/.bashrc | |
fi | |
source venv/bin/activate | |
pip install -U pip | |
pip install -U circus circus-web Cython Pillow | |
# Checkout this project to access installation script and additional resources | |
if [ ! -d "dl-machine" ]; then | |
git clone [email protected]:deeplearningparis/dl-machine.git | |
(cd dl-machine && git remote add http https://github.com/deeplearningparis/dl-machine.git) | |
else | |
if [ "$1" == "reset" ]; then | |
(cd dl-machine && git reset --hard && git checkout master && git pull --rebase $REMOTE master) | |
fi | |
fi | |
# Build numpy from source against OpenBLAS | |
# You might need to install liblapack-dev package as well | |
# sudo apt-get install -y liblapack-dev | |
rm -f ~/.numpy-site.cfg | |
ln -s dl-machine/numpy-site.cfg ~/.numpy-site.cfg | |
pip install -U numpy | |
# Build scipy from source against OpenBLAS | |
rm -f ~/.scipy-site.cfg | |
ln -s dl-machine/scipy-site.cfg ~/.scipy-site.cfg | |
pip install -U scipy | |
# Install common tools from the scipy stack | |
sudo apt-get install -y libfreetype6-dev libpng12-dev | |
pip install -U matplotlib ipython[all] pandas scikit-image | |
# Scikit-learn (generic machine learning utilities) | |
pip install -e git+git://github.com/scikit-learn/scikit-learn.git#egg=scikit-learn | |
#################################### | |
# Keras | |
# https://github.com/fchollet/keras | |
# http://keras.io/ | |
#################################### | |
git clone https://github.com/fchollet/keras.git | |
cd keras | |
python setup.py install | |
echo "Keras installed" | |
echo "all done, please restart your machine..." | |
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