Follow these instructions:
$ sudo apt-get install libboost-program-options-dev $ sudo apt-get install libboost-python-dev $ sudo apt-get install libvw-dev $ sudo apt-get install libvw0 $ sudo apt-get install vowpal-wabbit $ sudo apt-get install vowpal-wabbit-dbg $ pip install vowpalwabbit