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  1. Mahout
  2. MAHOUT-1538

Port spectral clustering to Mahout DSL

    Details

    • Type: Improvement
    • Status: Closed
    • Priority: Major
    • Resolution: Won't Fix
    • Affects Version/s: 0.9
    • Fix Version/s: 0.11.0
    • Component/s: Clustering
    • Labels:

      Description

      Move spectral clustering logic to Mahout DSL. Dependencies include SSVD (already ported) and K-means (currently in progress, or can use Spark MLlib implementation as a temporary fix).

        Activity

        Hide
        dlyubimov Dmitriy Lyubimov added a comment -

        please no direct spark dependencies if possible.

        Show
        dlyubimov Dmitriy Lyubimov added a comment - please no direct spark dependencies if possible.
        Hide
        magsol Shannon Quinn added a comment -

        That's fine, though until k-means is fully ported in Mahout this will remain incomplete. I was thinking of Spark as more of a drop-in temp replacement until the former is complete (unless it already is and I missed it?).

        Show
        magsol Shannon Quinn added a comment - That's fine, though until k-means is fully ported in Mahout this will remain incomplete. I was thinking of Spark as more of a drop-in temp replacement until the former is complete (unless it already is and I missed it?).
        Hide
        dlyubimov Dmitriy Lyubimov added a comment -

        no, there's nothing ready yet i think. temp drop-in is fine imo, as long as
        code is written so it is easy to factor out...

        Show
        dlyubimov Dmitriy Lyubimov added a comment - no, there's nothing ready yet i think. temp drop-in is fine imo, as long as code is written so it is easy to factor out...
        Hide
        andrew.musselman Andrew Musselman added a comment -

        Is there a ticket for k-means being moved to the DSL?

        Show
        andrew.musselman Andrew Musselman added a comment - Is there a ticket for k-means being moved to the DSL?
        Hide
        smarthi Suneel Marthi added a comment -

        Issue has been open for over an year with no progress, please feel free to create a new Jira when you find time to work on these.

        Show
        smarthi Suneel Marthi added a comment - Issue has been open for over an year with no progress, please feel free to create a new Jira when you find time to work on these.
        Hide
        smarthi Suneel Marthi added a comment -

        Closing issue following 0.11.0 Release

        Show
        smarthi Suneel Marthi added a comment - Closing issue following 0.11.0 Release

          People

          • Assignee:
            magsol Shannon Quinn
            Reporter:
            magsol Shannon Quinn
          • Votes:
            0 Vote for this issue
            Watchers:
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            Dates

            • Created:
              Updated:
              Resolved:

              Development