piyushghai opened a new pull request #13582: [MXNET-1195] Cleanup Scala README 
file
URL: https://github.com/apache/incubator-mxnet/pull/13582
 
 
   ## Description ##
   The scala-package/README file is outdated and contains some stale 
information. 
   This PR aims to clean up the Scala README and also adds new information with 
regards to the inference APIs for Scala/Java as well as the new Memory 
Management system.
   
   ## Checklist ##
   ### Essentials ###
   Please feel free to remove inapplicable items for your PR.
   - [x] The PR title starts with [MXNET-$JIRA_ID], where $JIRA_ID refers to 
the relevant [JIRA issue](https://issues.apache.org/jira/projects/MXNET/issues) 
created (except PRs with tiny changes)
   - [x] Changes are complete (i.e. I finished coding on this PR)
   - [x] To the my best knowledge, examples are either not affected by this 
change, or have been fixed to be compatible with this change
   
   @lanking520 @andrewfayres @zachgk 

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