diff --git a/python/mxnet/numpy/linalg.py b/python/mxnet/numpy/linalg.py
index d0c405db8ceb..9ee5156c3bb1 100644
--- a/python/mxnet/numpy/linalg.py
+++ b/python/mxnet/numpy/linalg.py
@@ -71,23 +71,16 @@ def norm(x, ord=None, axis=None, keepdims=False):
     >>> a = np.arange(9) - 4
     >>> a
     array([-4., -3., -2., -1.,  0.,  1.,  2.,  3.,  4.])
-    >>>
     >>> b = a.reshape((3, 3))
     >>> b
     array([[-4., -3., -2.],
            [-1.,  0.,  1.],
            [ 2.,  3.,  4.]])
-    >>>
-    >>>
-    >>>
-    >>>
-    >>>
     >>> LA.norm(a)
     array(7.745967)
     >>>
     >>> LA.norm(b)
     array(7.745967)
-    >>>
     >>> LA.norm(b, 'fro')
     array(7.745967)
     """
diff --git a/python/mxnet/numpy/multiarray.py b/python/mxnet/numpy/multiarray.py
index 8dd5c5a05c10..a8f423fc9007 100644
--- a/python/mxnet/numpy/multiarray.py
+++ b/python/mxnet/numpy/multiarray.py
@@ -2435,7 +2435,6 @@ def subtract(x1, x2, out=None, **kwargs):
     --------
     >>> np.subtract(1.0, 4.0)
     -3.0
-
     >>> x1 = np.arange(9.0).reshape((3, 3))
     >>> x2 = np.arange(3.0)
     >>> np.subtract(x1, x2)