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Fast calculation for large SN likelihoods #79

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@joezuntz

Rick Kessler suggested a speed trick that's useful for many-sample SN likelihoods - calculating a diagonal covariance likelihood first and only if it is below than a certain threshold using the full dense matrix.

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