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From "Anton Dmitriev (JIRA)" <j...@apache.org>
Subject [jira] [Comment Edited] (IGNITE-7660) Refactor LSQR algorithm
Date Tue, 13 Feb 2018 18:40:00 GMT

    [ https://issues.apache.org/jira/browse/IGNITE-7660?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16362851#comment-16362851
] 

Anton Dmitriev edited comment on IGNITE-7660 at 2/13/18 6:39 PM:
-----------------------------------------------------------------

I've updated the description, please take a look.


was (Author: dmitrievanthony):
I've updated description, please take a look.

> Refactor LSQR algorithm
> -----------------------
>
>                 Key: IGNITE-7660
>                 URL: https://issues.apache.org/jira/browse/IGNITE-7660
>             Project: Ignite
>          Issue Type: Improvement
>          Components: ml
>            Reporter: Anton Dmitriev
>            Priority: Minor
>
> This issues is the nest step of the IGNITE-7438 task.
> In the IGNITE-7438 the AbstractLSQR implementation has been copied from the SciPy implementation
which has been copies from another old implementation. As result the code in the [AbstractLSQR|https://github.com/apache/ignite/blob/master/modules/ml/src/main/java/org/apache/ignite/ml/math/isolve/lsqr/AbstractLSQR.java]
looks a bit weird. All variables have meaningless names and the whole algorithm written as
the one method.
> The goal of this task is to refactor the LSQR code and:
>  * Make variable names more meaningful.
>  * Add comments to the variables and result (see [LSQRResult|https://github.com/apache/ignite/blob/master/modules/ml/src/main/java/org/apache/ignite/ml/math/isolve/lsqr/LSQRResult.java]).
>  * Move parts of the algorithm into separate methods where it's appropriate.



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