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Posted to dev@mahout.apache.org by "Sergey Chickin (JIRA)" <ji...@apache.org> on 2008/04/22 12:52:22 UTC
[jira] Issue Comment Edited: (MAHOUT-45) Matrix QR decomposition
[ https://issues.apache.org/jira/browse/MAHOUT-45?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=12591245#action_12591245 ]
corr edited comment on MAHOUT-45 at 4/22/08 3:50 AM:
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Seems like Givens rotations can be easily parallelized cause each rotation affects only 2 rows. Should I try implementing it for Hadoop? It could be useful for huge matrices
Givens rotations are not more difficult to implement than Gram-Schmidt. I've just implemented it and it seems to get more accurate values than Gram-Schmidt. Still, what is the best practice to calculate Q matrix? From A=QR?
was (Author: corr):
Seems like Givens rotations can be easily parallelized cause each rotation affects only 2 rows. Should I try implementing it for Hadoop? It could be useful for huge matrices
> Matrix QR decomposition
> -----------------------
>
> Key: MAHOUT-45
> URL: https://issues.apache.org/jira/browse/MAHOUT-45
> Project: Mahout
> Issue Type: Improvement
> Components: Matrix
> Reporter: Sergey Chickin
> Priority: Minor
> Attachments: MAHOUT-45.patch
>
>
> Matrix QR decomposition and appropriate determinant calculator
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