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From "Guoqiang Li (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (SPARK-7008) Implement of Factorization Machine (LibFM)
Date Mon, 20 Apr 2015 10:33:58 GMT

    [ https://issues.apache.org/jira/browse/SPARK-7008?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14502616#comment-14502616
] 

Guoqiang Li commented on SPARK-7008:
------------------------------------

Here's a graphx-based implementation: 
https://github.com/witgo/zen/tree/FactorizationMachine

> 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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