Hi folks,

The deadline for applications is nearing (April 6th). I'd like to stress
that the scikit-learn will only be accepting high-quality application: it
is a challenging, though rewarding, project to work with. To maximize
the quality of your application, here are a few advice:

1. First discuss on the mailing list a pre-proposal. Make sure that both
   the scikit-learn team and yourself are entousiastic about the idea. Try
   to have one or two possible mentors that hold a dialog with you.

2. Satisfy the PSF requirements
   (http://wiki.python.org/moin/SummerOfCode/Expectations)
   briefly:

    - Demonstrate to your prospective mentor(s) that you are able to
      complete the project you've proposed
    - Blog for your GSoC project. 
    - Contribute at least one patch to the project

   I'd add the the patch should be somewhat substantial, not just fixing
   typos.

3. In parallel with 2, start a online document (google doc, for instance)
   to elaborate your final proposal, and if you manage to convince
   mentors, you can get feedback on it.

As a final note, I want to stress that GSOC projects are ambitious: we
are talking about a few months of full time work. Thus the ideas proposed
are idea challenging, and the students are supposed to draw a battle
plan, with difficult variants and less difficult variants. The GSOC is a
full major set of contributions, not a single pull request.

Good luck, I am looking forward to seeing the proposals. You'll see, the
scikit is a big friendly and enthousiastic community,

Gaƫl

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