eric-haibin-lin commented on a change in pull request #7720: [sparse] add ftrl 
optimizer for sparse
URL: https://github.com/apache/incubator-mxnet/pull/7720#discussion_r137707824
 
 

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 File path: python/mxnet/optimizer.py
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 @@ -798,9 +820,6 @@ class Ftrl(Optimizer):
         The initial learning rate.
     beta : float, optional
         Per-coordinate learning rate correlation parameter.
-    eta :
-        .. math::
 
 Review comment:
   Should the last part of the math be `sqrt{\\sum_{s=1}^tg_{s,i}^2}}` instead? 
 @moveforever 
 
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