Thank you, Ted. I will review this and will continue at next opportunity
(Saturday, perhaps). I think if i can get thru this, the rest is really a
simple thing.

Two things though i had to make:

-- i had to change dependency to CDH3 (or i guess 0.21 will work too) as i
used new MR api and stock 0.20.2 doesn't have multiple outputs. I guess
nobody these days is running stock 0.20.2 really, so i don't perceive that
as a big issue, but if we want to be 100% compatible with current mahout
dependencies, i will have to create a  backport version of  it just for the
multiple outputs to work with 0.20.2.

-- i also ended up using eigen from apache commons math 2.1 . But math
module has dependency on it but core module (which is also math heavy )
doesn't have such a dependency. Is it a big deal if we add one to the core
module too?

Thanks.
-Dima.

On Tue, Oct 12, 2010 at 2:50 PM, Ted Dunning (JIRA) <[email protected]> wrote:

>
>     [
> https://issues.apache.org/jira/browse/MAHOUT-376?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel]
>
> Ted Dunning updated MAHOUT-376:
> -------------------------------
>
>    Attachment: sd.pdf
>                sd.tex
>
> Updated outline document to show corrected form of block-wise extraction of
> Q
>
> > Implement Map-reduce version of stochastic SVD
> > ----------------------------------------------
> >
> >                 Key: MAHOUT-376
> >                 URL: https://issues.apache.org/jira/browse/MAHOUT-376
> >             Project: Mahout
> >          Issue Type: Improvement
> >          Components: Math
> >            Reporter: Ted Dunning
> >            Assignee: Ted Dunning
> >             Fix For: 0.5
> >
> >         Attachments: MAHOUT-376.patch, Modified stochastic svd algorithm
> for mapreduce.pdf, sd-bib.bib, sd.pdf, sd.pdf, sd.tex, sd.tex, Stochastic
> SVD using eigensolver trick.pdf
> >
> >
> > See attached pdf for outline of proposed method.
> > All comments are welcome.
>
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