Faster version of ``np.isin`` and ``np.in1d`` for integer arrays ---------------------------------------------------------------- ``np.in1d`` (used by ``np.isin``) can now switch to a faster algorithm (up to >10x faster) when it is passed two integer arrays. This is often automatically used, but you can use ``kind="sort"`` or ``kind="table"`` to force the old or new method, respectively.