[mlpack-git] [mlpack] Implementation of primal-dual interior point SDP solver (#391)

[Stephen Tu]

Ok I think the actual implementation is good for now. To optimize more will require threading factorizations of certain matrices throughout the code, making it less clean and its correctness much less obvious. I'll leave that for the future. 

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