GitHub user Yunni opened a pull request:

    https://github.com/apache/spark/pull/16715

    [Spark-18080][ML] Python API & Examples for Locality Sensitive Hashing

    ## What changes were proposed in this pull request?
    This pull request includes python API and examples for LSH. The API changes 
was based on @yanboliang 's PR #15768 and resolved conflicts and API changes on 
the Scala API. The examples are consistent with Scala examples of MinHashLSH 
and BucketedRandomProjectionLSH.
    
    ## How was this patch tested?
    API and examples are tested using spark-submit:
    bin/spark-submit examples/src/main/python/ml/min_hash_lsh.py
    bin/spark-submit 
examples/src/main/python/ml/bucketed_random_projection_lsh.py
    
    User guide changes are generated and manually inspected:
    `SKIP_API=1 jekyll build`
    
    Please review http://spark.apache.org/contributing.html before opening a 
pull request.


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

    $ git pull https://github.com/Yunni/spark spark-18080

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

    https://github.com/apache/spark/pull/16715.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 #16715
    
----
commit 85d22c37d3fe0b907f2eaf892729d087f9efb76c
Author: Yanbo Liang <yblia...@gmail.com>
Date:   2016-11-04T14:22:23Z

    Locality Sensitive Hashing (LSH) Python API.

commit cdeca1cdd8ed61274137c3012ba49ff57d459190
Author: Yanbo Liang <yblia...@gmail.com>
Date:   2016-11-04T14:44:52Z

    Fix typos.

commit 66d308bb6d5d254057b0de9217f87391f269aaed
Author: Yun Ni <y...@uber.com>
Date:   2017-01-25T21:11:57Z

    Merge branch 'spark-18080' of https://github.com/yanboliang/spark into 
spark-18080

commit d62a2d0d6cdd1e4cb0626bacfe389274db42a11c
Author: Yun Ni <y...@uber.com>
Date:   2017-01-26T00:59:15Z

    Merge branch 'master' of https://github.com/apache/spark into spark-18080

commit dafc4d120c0606ccd2be892fb2618a1df676ccd3
Author: Yun Ni <y...@uber.com>
Date:   2017-01-26T01:23:53Z

    Changes to fix LSH Python API

commit ac1f4f7190192a3ee6fd8a311a0036e1546e4592
Author: Yunni <euler57...@gmail.com>
Date:   2017-01-26T05:08:47Z

    Merge branch 'spark-18080' of https://github.com/Yunni/spark into 
spark-18080

commit 3a21f2666c907d6d520771b4343af7d877d689bb
Author: Yunni <euler57...@gmail.com>
Date:   2017-01-26T07:20:12Z

    Fix examples and class definition

commit 65dab3ec32f423936f2cb310bbfbc312ece8ac54
Author: Yun Ni <y...@uber.com>
Date:   2017-01-26T20:19:22Z

    Add python examples and updated the user guide

----


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