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

["Chesnay Schepler (JIRA)" <ji...@apache.org>]

     [ https://issues.apache.org/jira/browse/FLINK-2013?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Chesnay Schepler closed FLINK-2013.
-----------------------------------
    Resolution: Won't Do

Closing since flink-ml is effectively frozen.

> Create generalized linear model framework
> -----------------------------------------
>
>                 Key: FLINK-2013
>                 URL: https://issues.apache.org/jira/browse/FLINK-2013
>             Project: Flink
>          Issue Type: New Feature
>          Components: Library / Machine Learning
>            Reporter: Theodore Vasiloudis
>            Assignee: Theodore Vasiloudis
>            Priority: Major
>              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.



--
This message was sent by Atlassian JIRA
(v7.6.3#76005)