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Posted to dev@flink.apache.org by "Weihua Jiang (JIRA)" <ji...@apache.org> on 2018/12/10 02:51:00 UTC

[jira] [Created] (FLINK-11111) Create a new set of parameters

Weihua Jiang created FLINK-11111:
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             Summary: Create a new set of parameters
                 Key: FLINK-11111
                 URL: https://issues.apache.org/jira/browse/FLINK-11111
             Project: Flink
          Issue Type: Sub-task
          Components: Machine Learning Library, Table API &amp; SQL
            Reporter: Weihua Jiang


One goal of new Table based ML Pipeline is easy for tooling. That is, for any ML/AI algorithm adapt to this ML Pipeline standard shall declare all its parameters via a well-defined interface. So that, the AI platform can uniformly get/set corresponding parameters while agnostic about the details of specific algorithm. The only difference between algorithms, from a user's perspective, is its name. All the other algorithm parameters are self descriptive. 

 

This will also be useful for future Flink ML SQL as the SQL parser can uniformly handle all these parameter things. This can greatly simplify the SQL parser.



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