numpy.ma.masked_where
numpy.ma.compress_rowcols
Suppress whole columns of a 2-D array that contain masked values.
This is equivalent to np.ma.compress_rowcols(a, 1), see extras.compress_rowcols for details.
See also
extras.compress_rowcols