frankfliu commented on a change in pull request #13160: Fix Sphinx python 
docstrings
URL: https://github.com/apache/incubator-mxnet/pull/13160#discussion_r231778135
 
 

 ##########
 File path: python/mxnet/visualization.py
 ##########
 @@ -213,12 +213,12 @@ def plot_network(symbol, title="plot", 
save_format='pdf', shape=None, node_attrs
         input symbol names (str) to the corresponding tensor shape (tuple).
     node_attrs: dict, optional
         Specifies the attributes for nodes in the generated visualization. 
`node_attrs` is
-        a dictionary of Graphviz attribute names and values. For example,
+        a dictionary of Graphviz attribute names and values. For example::
             ``node_attrs={"shape":"oval","fixedsize":"false"}``
-            will use oval shape for nodes and allow variable sized nodes in 
the visualization.
+        will use oval shape for nodes and allow variable sized nodes in the 
visualization.
     hide_weights: bool, optional
-        If True (default), then inputs with names of form *_weight 
(corresponding to weight
-        tensors) or *_bias (corresponding to bias vectors) will be hidden for 
a cleaner
+        If True (default), then inputs with names of form \*_weight 
(corresponding to weight
 
 Review comment:
   ``*_weight`` is better than \ escape

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