[jira] [Commented] (FLINK-1707) Add an Affinity Propagation Library Method

["Josep Rubió (JIRA)" <ji...@apache.org>]

    [ https://issues.apache.org/jira/browse/FLINK-1707?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15466242#comment-15466242 ] 

Josep Rubió commented on FLINK-1707:
------------------------------------

Hi [~vkalavri],

I have updated the code if you want to take a look to it. I have added a member function to create the AP graph from an array.

I'll try to update the document this week.

https://github.com/joseprupi/flink/blob/master/flink-libraries/flink-gelly/src/main/java/org/apache/flink/graph/library/AffinityPropagation.java

Thanks!!



> Add an Affinity Propagation Library Method
> ------------------------------------------
>
>                 Key: FLINK-1707
>                 URL: https://issues.apache.org/jira/browse/FLINK-1707
>             Project: Flink
>          Issue Type: New Feature
>          Components: Gelly
>            Reporter: Vasia Kalavri
>            Assignee: Josep Rubió
>            Priority: Minor
>              Labels: requires-design-doc
>         Attachments: Binary_Affinity_Propagation_in_Flink_design_doc.pdf
>
>
> This issue proposes adding the an implementation of the Affinity Propagation algorithm as a Gelly library method and a corresponding example.
> The algorithm is described in paper [1] and a description of a vertex-centric implementation can be found is [2].
> [1]: http://www.psi.toronto.edu/affinitypropagation/FreyDueckScience07.pdf
> [2]: http://event.cwi.nl/grades2014/00-ching-slides.pdf
> Design doc:
> https://docs.google.com/document/d/1QULalzPqMVICi8jRVs3S0n39pell2ZVc7RNemz_SGA4/edit?usp=sharing
> Example spreadsheet:
> https://docs.google.com/spreadsheets/d/1CurZCBP6dPb1IYQQIgUHVjQdyLxK0JDGZwlSXCzBcvA/edit?usp=sharing



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