Stavros Kontopoulos created FLINK-5525:
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Summary: 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
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