I found a better solution and post it here.
sudo apt-get install python-numpy python-scipy python-matplotlib python-pandas python-sympy python-nose ipython-notebook python-matplotlib-doc python-numpy-doc python-tk sudo apt-get install python-pip sudo pip install PIL
sudo apt-get install ipython-qtconsole ipython-notebook sudo apt-get install python-software-properties sudo add-apt-repository ppa:chris-lea/zeromq sudo add-apt-repository ppa:chris-lea/libpgm sudo apt-get update sudo apt-get install libzmq1 sudo apt-get install libzmq-dev sudo apt-get install libpgm-5.1-0 sudo pip install pyzmq sudo pip install pygments
