Mahout
  1. Mahout
  2. MAHOUT-376

Implement Map-reduce version of stochastic SVD

    Details

    • Type: Improvement Improvement
    • Status: Closed
    • Priority: Major Major
    • Resolution: Duplicate
    • Affects Version/s: None
    • Fix Version/s: 0.5
    • Component/s: Math
    • Labels:
      None

      Description

      See attached pdf for outline of proposed method.

      All comments are welcome.

      1. SSVD working notes.pdf
        1015 kB
        dlyubimov2
      2. SSVD working notes.pdf
        1020 kB
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      3. SSVD working notes.pdf
        1022 kB
        dlyubimov2
      4. SSVD working notes.pdf
        1.03 MB
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      5. SSVD working notes.pdf
        1.09 MB
        dlyubimov2
      6. ssvd-m3.patch.gz
        21 kB
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      7. ssvd-m2.patch.gz
        20 kB
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      8. ssvd-m1.patch.gz
        18 kB
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      9. ssvd-CDH3-or-0.21.patch.gz
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      10. ssvd-CDH3-or-0.21.patch.gz
        23 kB
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      11. ssvd-CDH3-or-0.21.patch.gz
        23 kB
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      12. ssvd-CDH3-or-0.21.patch.gz
        24 kB
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      13. ssvd-CDH3-or-0.21.patch.gz
        24 kB
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      14. ssvd-CDH3-or-0.21.patch.gz
        24 kB
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      15. ssvd-CDH3-or-0.21.patch.gz
        25 kB
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      16. ssvd-CDH3-or-0.21.patch.gz
        68 kB
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      17. ssvd-CDH3-or-0.21.patch.gz
        69 kB
        dlyubimov2
      18. sd.tex
        8 kB
        Ted Dunning
      19. sd.tex
        10 kB
        Ted Dunning
      20. sd.tex
        11 kB
        Ted Dunning
      21. sd.pdf
        146 kB
        Ted Dunning
      22. sd.pdf
        153 kB
        Ted Dunning
      23. sd.pdf
        151 kB
        Ted Dunning
      24. QR decomposition for Map.pdf
        310 kB
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      25. QR decomposition for Map.pdf
        350 kB
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      26. QR decomposition for Map.pdf
        359 kB
        dlyubimov2
      27. Modified stochastic svd algorithm for mapreduce.pdf
        341 kB
        dlyubimov2
      28. MAHOUT-376.patch
        22 kB
        Ted Dunning
      29. ASF.LICENSE.NOT.GRANTED--Stochastic SVD using eigensolver trick.pdf
        245 kB
        Dmitriy Lyubimov
      30. ASF.LICENSE.NOT.GRANTED--sd-bib.bib
        0.3 kB
        Ted Dunning
      31. ASF.LICENSE.NOT.GRANTED--sd.tex
        5 kB
        Ted Dunning
      32. ASF.LICENSE.NOT.GRANTED--sd.pdf
        136 kB
        Ted Dunning

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            People

            • Assignee:
              Ted Dunning
              Reporter:
              Ted Dunning
            • Votes:
              2 Vote for this issue
              Watchers:
              3 Start watching this issue

              Dates

              • Created:
                Updated:
                Resolved:

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