Trevor Grant created FLINK-3720:
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             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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