Theodore Vasiloudis created FLINK-2013:
------------------------------------------
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.
--
This message was sent by Atlassian JIRA
(v6.3.4#6332)
