Release the GIL in Cython code
Pandas could release the GIL in parts of the Cython code.  This would enable the parallel use of multiple cores with threading.

From off-line conversation with @jreback @cpcloud 

http://lbolla.info/blog/2013/12/23/python-threads-cython-gil
