Maximiliano Vargas

[DOC] [WIP] Developers documentation page

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@bellet @perimosocordiae @terrytangyuan @wdevazelhes Motivated by #259 , I made this docs for new developers like a guide in _How to_ contribute to the package. I followed the scikit-learn guideline...

2. [MRG] Bilinear similarity

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Hi! In the aim of implementing [OASIS](https://www.jmlr.org/papers/volume11/chechik10a/chechik10a.pdf) algorithm, I open this PR to discuss the implementation of the BilinearMixin class. Which is a requirement for the algorithm. I've made some...

3. [WIP] OASIS algorithm implementation

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Hi! I am currently implementing the [OASIS](https://www.jmlr.org/papers/volume11/chechik10a/chechik10a.pdf) algorithm and I open this PR to make the implementation transparent while working on it. Any discussion, question or comments is very welcomed....

I created a model selection example for supervised Mahalanobis learners, to show the effectiveness of the linear transformation. I use a "large" dataset from sklearn: Labeled Faces in the Wild...