Comment by FreeHugs

I don't think it's the loop implementation. The stuff in the loop should take multiple orders of magnitude more time than the loop itself:

    for poly in polygon_subset:
        if np.linalg.norm(poly.center - point) < max_dist:
            close_polygons.append(poly)