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From "Ikhtiyor Ahmedov (JIRA)" <j...@apache.org>
Subject [jira] [Updated] (HAMA-612) BSP-based online collaborative filtering algorithm
Date Sun, 14 Jul 2013 11:26:48 GMT

     [ https://issues.apache.org/jira/browse/HAMA-612?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]

Ikhtiyor Ahmedov updated HAMA-612:
----------------------------------

    Attachment: data_gen.py
                ratings5K.dat
                HAMA-612_0.1.patch

Attached very first version of online cf without considering features and also attached small
data set from movie lens converted to accessible form(ratings5K.dat). Would like to ask for
your help, since when I am testing with 10M dataset converted with data_gen.py script online
cf takes very long time in local mode (sorry, :( I don't have access to cluster). I will add
features and other versions. Thanks in advance
                
> BSP-based online collaborative filtering algorithm
> --------------------------------------------------
>
>                 Key: HAMA-612
>                 URL: https://issues.apache.org/jira/browse/HAMA-612
>             Project: Hama
>          Issue Type: New Feature
>          Components: machine learning
>            Reporter: Edward J. Yoon
>              Labels: gsoc, gsoc2013, mentor
>             Fix For: 0.6.3
>
>         Attachments: data_gen.py, HAMA-612_0.1.patch, ratings5K.dat
>
>
> I've finished implementation of online CF filtering algorithm, applied to real world
application and evaluated.

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