- Doc rendering should be fixed now
- The proximal implementation was removed from the PR to facilitate merging the 
row-wise learning rate feature before a decision is taken on how to best design 
the eager update API that needs to be integrated with gluon Trainer to improve 
usability of the lazy proximal update

This should be ready to review / merge now

[ Full content available at: 
https://github.com/apache/incubator-mxnet/pull/12365 ]
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