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`sort()` implementation

Ryan Curtin requested to merge rcurtin/bandicoot-code:sort_fn into unstable

I broke out the basic radix sort implementation from inside median(), adapted it for a descending sort version, and added a standalone sort() function just like Armadillo. Then I added lots of tests.

Nothing else really needed to be changed, this one was actually pretty easy (given the already-existing radix sort).

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