[jira] [Commented] (FLINK-2013) Create generalized linear model framework

["ASF GitHub Bot (JIRA)" <ji...@apache.org>]

    [ https://issues.apache.org/jira/browse/FLINK-2013?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15979948#comment-15979948 ] 

ASF GitHub Bot commented on FLINK-2013:
---------------------------------------

GitHub user mtunique opened a pull request:

    https://github.com/apache/flink/pull/3756

    [FLINK-2013] Create generalized linear model framework

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You can merge this pull request into a Git repository by running:

    $ git pull https://github.com/mtunique/flink FLINK-2013

Alternatively you can review and apply these changes as the patch at:

    https://github.com/apache/flink/pull/3756.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

    This closes #3756
    
----
commit 4623cc91b0548aa8868a073c9ef8aba93a034377
Author: mtunique <oa...@gmail.com>
Date:   2017-04-22T07:08:24Z

    [FLINK-2013] Create generalized linear model framework

----


> Create generalized linear model framework
> -----------------------------------------
>
>                 Key: FLINK-2013
>                 URL: https://issues.apache.org/jira/browse/FLINK-2013
>             Project: Flink
>          Issue Type: New Feature
>          Components: Machine Learning Library
>            Reporter: Theodore Vasiloudis
>            Assignee: Theodore Vasiloudis
>              Labels: ML
>
> [Generalized linear models|http://en.wikipedia.org/wiki/Generalized_linear_model] (GLMs) provide an abstraction for many learning models that can be used for regression and classification tasks.
> Some example GLMs are linear regression, logistic regression, LASSO and ridge regression.
> The goal for this JIRA is to provide interfaces for the set of common properties and functions these models share. 
> In order to achieve that, a design pattern similar to the one that [sklearn|http://scikit-learn.org/stable/modules/linear_model.html] and [MLlib|http://spark.apache.org/docs/1.3.0/mllib-linear-methods.html] employ will be used.



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