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Posted to issues@spark.apache.org by "Apache Spark (JIRA)" <ji...@apache.org> on 2016/11/14 04:45:58 UTC

[jira] [Assigned] (SPARK-18408) API Improvements for LSH

     [ https://issues.apache.org/jira/browse/SPARK-18408?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Apache Spark reassigned SPARK-18408:
------------------------------------

    Assignee:     (was: Apache Spark)

> API Improvements for LSH
> ------------------------
>
>                 Key: SPARK-18408
>                 URL: https://issues.apache.org/jira/browse/SPARK-18408
>             Project: Spark
>          Issue Type: Improvement
>            Reporter: Yun Ni
>
> As the first improvements to current LSH Implementations, we are planning to do the followings:
>  - Change output schema to {{Array of Vector}} instead of {{Vectors}}
>  - Use {{numHashTables}} as the dimension of {{Array}} and {{numHashFunctions}} as the dimension of {{Vector}}
>  - Rename {{RandomProjection}} to {{BucketedRandomProjectionLSH}}, {{MinHash}} to {{MinHashLSH}}
>  - Make randUnitVectors/randCoefficients private
>  - Make Multi-Probe NN Search and {{hashDistance}} private for future discussion



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