Update the documentation

[sahar2012]

As discussed about the Issue 80: #80 and the reason for probable failure of Py.test. An alternate way of doing this is by using -
$pip install .
rather than
$python setup.py install
as the latter uses a deprecated version which creates issues in the dependencies.