I also second the recommendation to pick one of these ideas and focus
on it first, as it will be a lot more work to get it working,
documented, and tested!

I personally like the idea of getting a distributed SVD-based
recommender into the project. The SVD works quite well and all we have
now is a non-parallel implementation.

However I support Jake's suggestion more that RBM would be most useful
at the moment.

Pick your area, dig in, and we can help you refine your ideas and begin.

Sean

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