GitHub user sethah opened a pull request:

    https://github.com/apache/spark/pull/16139

    [SPARK-18705][ML][DOC] Update user guide to reflect one pass solver for L1 
and elastic-net

    ## What changes were proposed in this pull request?
    
    WeightedLeastSquares now supports L1 and elastic net penalties and has an 
additional solver option: QuasiNewton. The docs are updated to reflect this 
change.
    
    ## How was this patch tested?
    
    Docs only. Generated documentation to make sure Latex looks ok.
    


You can merge this pull request into a Git repository by running:

    $ git pull https://github.com/sethah/spark SPARK-18705

Alternatively you can review and apply these changes as the patch at:

    https://github.com/apache/spark/pull/16139.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

    This closes #16139
    
----
commit c39aa6d54c7cd601e3dd2b499204d0c6f756606e
Author: sethah <[email protected]>
Date:   2016-12-05T05:46:41Z

    update user guide

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