Issam if I am not mistaken you have not written an official proposal
for this GSoC application.

If you are still interested, there is an official template to follow
for PSF affiliated sub-projects (such as scikit-learn):

https://wiki.python.org/moin/SummerOfCode/ApplicationTemplate2014

You can also have a look at Manoj's submission:

https://github.com/scikit-learn/scikit-learn/wiki/GSoC-2014-Application:-Improved-Linear-Models

-- 
Olivier

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