test stuff

        sparse_flag = False

        colIndex = 0

        print(w)

        print(w.T)

        print(w[1:3])

        print(w.T[1:3])

        for col in w.T:

            if not np.any(col): #check to see if any columns are all zero

                print("good -- at least one column doesn't have results")