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Add a Median strategy #337

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27pchrisl
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Hi,

This PR contributes the Median strategy for the Imputer.

@andrewdalpino
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Hey thanks @27pchrisl, unfortunately we already have a Strategy that covers the median use-case that is the Percentile strategy. A 50th percentile is equivalent to the median.

https://github.com/RubixML/ML/blob/master/src/Strategies/Percentile.php

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