linux-python-setup-datascience.sh

# For Python 2.7

apt-get install python-scipy libblas-dev liblapack-dev gfortran python-pip

# Caffe stuff
apt-get install libprotobuf-dev libleveldb-dev libsnappy-dev libopencv-dev libhdf5-seria$
apt-get install --no-install-recommends libboost-all-dev
apt-get install libatlas-base-dev
apt-get install libgflags-dev libgoogle-glog-dev liblmdb-dev

apt-get install libffi-dev  # for cryptography from scrapy
apt-get install libxslt-dev  # for libxml from scrapy
export BLAS=/usr/lib/libblas.so
export LAPACK=/usr/lib/liblapack.so
pip install -U numpy
pip install -U scipy
pip install -U scikit-learn
pip install -U pandas
pip install -U patsy
pip install -U statsmodels
pip install -U ipython==5.5.0 tornado pyzmq jupyter
pip install -U networkx
pip install -U gensim
pip install -U scrapy
pip install -U numexpr bottleneck
pip install -U sqlalchemy
pip install -U nltk
pip install -U seaborn
pip install -U joblib
pip install -U pillow

# Linux essentials
apt-get install git htop tmux