np.in1d (used by np.isin) can now switch to a faster algorithm
(up to >10x faster) when it is fed two integer arrays.
The algorithm bares similarities to a counting sort in that it
uses the test_elements argument to index a boolean helper
array with True values where elements exist. The element
argument simply indexes this array of booleans.