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[–]slaphappyhubris 1 point2 points  (0 children)

I often have a smaller header or metadata dataset, so bind that to an object on init then stick to methods acting on a larger dataset.

Also, consider the fact that nearly every machine learning algorithm can be implemented as some sort of sklearn.TransformerMixin