Add MKL kernel module

[andrewfulton9]

Add an Intel MKL kernel backend to call on XND arrays.

For example:

from gumath import mkl
from xnd import xnd

mkl.sin(xnd([[1, 2], [3, 4]], type='2 * 2 * float64'))