def toRanks(A):
    """
    converts the columns of A to ranks
    """
    AA=sp.zeros_like(A)
    for i in range(A.shape[1]):
        AA[:,i] = st.rankdata(A[:,i])
    AA=sp.array(sp.around(AA),dtype="int")-1
    return AA