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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

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            dlyubimov Dmitriy Lyubimov added a comment -

            please no direct spark dependencies if possible.

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            dlyubimov Dmitriy Lyubimov added a comment - please no direct spark dependencies if possible.
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            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?).

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            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?).
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            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...

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            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...
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            andrew.musselman Andrew Musselman added a comment -

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

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

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            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.
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            smarthi Suneel Marthi added a comment -

            Closing issue following 0.11.0 Release

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

              People

              • Assignee:
                magsol Shannon Quinn
                Reporter:
                magsol Shannon Quinn
              • Votes:
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                Dates

                • Created:
                  Updated:
                  Resolved:

                  Development