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From "Trevor Grant (JIRA)" <j...@apache.org>
Subject [jira] [Created] (FLINK-3720) Add warm starts for models
Date Fri, 08 Apr 2016 14:58:25 GMT
Trevor Grant created FLINK-3720:

             Summary: Add warm starts for models
                 Key: FLINK-3720
                 URL: https://issues.apache.org/jira/browse/FLINK-3720
             Project: Flink
          Issue Type: Improvement
          Components: Machine Learning Library
            Reporter: Trevor Grant
            Assignee: Trevor Grant
             Fix For: 1.1.0

Add 'warm-start' to Iterative Solver. 

- Make weight vector settable (this will allow for model saving/loading)
- Make iterator existing weight vector if available
- Keep track of what iteration we're on for additional partial fits in SGD (and anywhere else
it makes sense). 

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