Hello everybody,

The two project ideas with Olivier's name are very interesting to me. Notably 
the NMF project could also include a rehaul of the current implementation, a 
cython non-negative least squares solver, addition of KL divergence loss, and 
as much love as possible for sparse matrices. 

I would also like to propose a more maintenance-oriented project, such as was 
suggested in the last discussion on this topic, earlier this year, given my 
familiarity with the codebase. Maybe Andy would like to mentor such a project? 
Given that he's been doing so much good work on quality lately, maybe I could 
take the load off his shoulders this summer. I remember Gael saying that he'd 
rather be moving towards scikit-learn 1.0 than add more features that take as 
away. I feel that we are in a pretty solid position and I agree with this idea. 

WDYT?

Vlad

On Mar 6, 2012, at 20:17 , Gael Varoquaux wrote:

> Hi team,
> 
> First of all, I need to apologize for not having been responsive in the
> discussions concerning the 2012 edition of the GSOC. I am a bit
> overcomitted, and the discussions were going well, so I didn't feel that
> I could add something terribly useful to them.
> 
> The ground-to-earth organization for the GSOC is starting to set up. In
> particular, we are planning to participate in the GSOC under the umbrella
> of the PSF. I have informal agreement for this. There will be a meeting
> at PyCon this weekend about the GSOC. It would be great if those of the
> team who are there could drop by.
> 
> This year, I think that we can ramp up a bit the participation on our
> side. Last year I wasn't sure that our best practices were set enough,
> and that we had enough potential mentors to take more than one student.
> This year I hope that if we get enough enthusiasm and good
> applications, we can apply for more.
> 
> On the mentor side, I'd like people to start thinking if they can be
> mentors or backup mentors. I won't give names, but I think that we have a
> good number of people that have the skills to be mentors. Just keep in
> mind if you volunteer to be a mentor that it does take some time. If you
> have a good student, it is worth the effort: you will gain a good
> collaborator in the long run, in addition to the code contributions that
> the project will directly bring to the scikit.
> 
> If any potential students is hanging around on the mailing list, it would
> be good if they could start thinking of the project they want to submit.
> A few ideas have been flying around. Some of them are written down on the
> wiki:
> https://github.com/scikit-learn/scikit-learn/wiki/A-list-of-topics-for-a-google-summer-of-code-%28gsoc%29-2012
> it is editable by everybody and can serve as a way to keep track of
> discussions. Students are also free to propose their projects. The
> guideline are that the projects should be sizable contributions that they
> believe they can bring to success in a summer's work, and that it should
> be of general interest to the community. As a reminder, a GSOC is a full
> time project. This means that under the rules of the GSOC you cannot have
> another job, or a summer project. This does include PhD programs: unless
> you can put your PhD program on pause for a summer, you are unfortunately
> not eligible for GSOC (that's a pity, I know).
> 
> Looking forward to an exciting summer, hopefully with new collaborations!
> 
> Gaƫl 
> 
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