``keepdims`` parameter for ``average``
--------------------------------------
The parameter ``keepdims`` was added to the functions `numpy.average`
and `numpy.ma.average`.  The parameter has the same meaning as it
does in reduction functions such as `numpy.sum` or `numpy.mean`.

Add release note for the new keepdims parameter.
DOC: Add release note for the new keepdims parameter.
