Built a new virtualenv from scratch (brewed Python 2.7.7) with this list. Results in 48 packages in ``pip list``

README.md

Build fresh Pydata stack

• last updated: 2015-02-27

requirements.txt files for setting up a new data project stack for Python. First, install virutalenv and virtualenvwrapper, then build new Python virtualenv for data projects.

From a fresh OS X install with homebrew installed:

$ brew intall python
$ brew install python3  # optional

$ sudo easy_install pip
$ sudo pip install virtualenv virtualenvwrapper

$ mkvirtualenv -p $(which python) data
(data) $ pip install -r requirements_data-venv.txt      # currently leaves 48 items in pip list

requirements_data-venv.txt

nose
numpy
scipy
pandas
ipython[notebook]
matplotlib
patsy
statsmodels
scikit-learn
nltk
textblob
networkx
ggplot
seaborn
requests
SQLAlchemy
boto
boto-rsync
ghp-import
Sphinx
sphinx-argparse
autodoc
numpydoc
mrjob
pydot
pythonpy

gapi
gnacs
sngrams