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Posted to issues@spark.apache.org by "Apache Spark (JIRA)" <ji...@apache.org> on 2015/04/20 13:12:59 UTC

[jira] [Assigned] (SPARK-7008) Implement of Factorization Machine (LibFM)

     [ https://issues.apache.org/jira/browse/SPARK-7008?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Apache Spark reassigned SPARK-7008:
-----------------------------------

    Assignee:     (was: Apache Spark)

> Implement of Factorization Machine (LibFM)
> ------------------------------------------
>
>                 Key: SPARK-7008
>                 URL: https://issues.apache.org/jira/browse/SPARK-7008
>             Project: Spark
>          Issue Type: New Feature
>          Components: MLlib
>    Affects Versions: 1.3.0, 1.3.1, 1.3.2
>            Reporter: zhengruifeng
>              Labels: features, patch
>
> An implementation of Factorization Machines based on Scala and Spark MLlib.
> Factorization Machine is a kind of machine learning algorithm for multi-linear regression, and is widely used for recommendation.
> Factorization Machines works well in recent years' recommendation competitions.
> Ref:
> http://libfm.org/
> http://doi.acm.org/10.1145/2168752.2168771
> http://www.inf.uni-konstanz.de/~rendle/pdf/Rendle2010FM.pdf



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