flink-issues mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From "Tao Meng (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (FLINK-5525) Streaming Version of a Linear Regression model
Date Mon, 23 Jan 2017 10:09:26 GMT

    [ https://issues.apache.org/jira/browse/FLINK-5525?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15834199#comment-15834199
] 

Tao Meng commented on FLINK-5525:
---------------------------------

[~skonto] Yes, I agree it. In there days, I will investigate Spark and Samoa and make some
docs about it.

> Streaming Version of a Linear Regression model
> ----------------------------------------------
>
>                 Key: FLINK-5525
>                 URL: https://issues.apache.org/jira/browse/FLINK-5525
>             Project: Flink
>          Issue Type: New Feature
>          Components: Machine Learning Library
>            Reporter: Stavros Kontopoulos
>
> Given the nature of Flink we should have a streaming version of the algorithms when possible.
> Update of the model should be done on a per window basis.
> An extreme case is: https://en.wikipedia.org/wiki/Online_machine_learning
> Resources
> [1] http://scikit-learn.org/dev/modules/scaling_strategies.html#incremental-learning
> [2] http://stats.stackexchange.com/questions/6920/efficient-online-linear-regression
> [3] https://spark.apache.org/docs/1.1.0/mllib-linear-methods.html



--
This message was sent by Atlassian JIRA
(v6.3.4#6332)

Mime
View raw message