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Pangenotype matrix: end-to-end GWAS regression demo #246

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@sampsyo

Starting with the current matrix.py demo from #238, let's add on NumPy-based regression to perform a sort of minimal GWAS experiment. This will probably need to happen after #245 to avoid a bunch of churn.

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