Bootstrap script for Ubuntu 14.04 EC2

bootstrap.sh

#!/usr/bin/env bash
# bootstrap.sh 
# author: Luke de Oliveira (lukedeo@ldo.io)
# boostrap script for clean (CPU) EC2 instance setup for machine learning.

# -- get a basic build up
sudo apt-get update && sudo apt-get upgrade
sudo apt-get install -y  build-essential

# -- dev builds of key software
sudo apt-get install -y libprotobuf-dev libboost-all-dev libhdf5-serial-dev protobuf-compiler gfortran libatlas-base-dev git python-dev python-pip libbz2-dev libxml2-dev libxslt-dev libffi-dev libssl-dev python-yaml python-numpy

# -- Python specific setup
sudo pip install cython

sudo pip install Flask-RESTful
sudo pip install beautifulsoup4

sudo pip install scipy
sudo pip install pandas
sudo pip install tables

sudo pip install h5py
sudo pip install deepdish --no-deps

sudo pip install scikit-learn
sudo pip install --upgrade git+http://github.com/Theano/Theano
sudo pip install --upgrade git+http://github.com/fchollet/keras