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Posted to dev@flink.apache.org by "Theodore Vasiloudis (JIRA)" <ji...@apache.org> on 2015/05/14 16:36:02 UTC

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

Theodore Vasiloudis created FLINK-2013:
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             Summary: 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


[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. 
The goal would be to have 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] uses.



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