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The function transformer_from_metric(metric)
which decomposes a PSD matrix into a transformer is currently a method of the class MahalanobisMixin
. I think the purpose of this function is to do the conversion at the end of the fit algorithm when the latter learns the metric as a PSD matrix instead of a linear transformation. Hence I think it should simply be a helper function.
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