Fixes the issue of handling NaN/None by using pandas Series in an optimized way.
Removes izip for Python 3 compatibility.
Fixes python3 compatibility.
Merge pull request #28 from BertrandBordage/master

Fixes the issue of handling NaN/None by using pandas Series in an optimized way.