Installing scipy for python 2.7

Download it from here.

I'm not sure about that site you referred to, but I always start at: http://www.scipy.org

for future googlers a potential solution is to install the latest version of scipy that supports python2.7 which is 0.16 (I am not sure that it is the last but it is surely among the latest):

pip install scipy==0.16

worked for me.