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Posted to dev@flink.apache.org by "Weihua Jiang (JIRA)" <ji...@apache.org> on 2018/12/10 02:39:00 UTC

[jira] [Created] (FLINK-11108) Create a new set of table based ML Pipeline classes

Weihua Jiang created FLINK-11108:
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             Summary: Create a new set of table based ML Pipeline classes
                 Key: FLINK-11108
                 URL: https://issues.apache.org/jira/browse/FLINK-11108
             Project: Flink
          Issue Type: Sub-task
          Components: Machine Learning Library, Table API &amp; SQL
            Reporter: Weihua Jiang


The main classes are:
 # PipelineStage (the trait for each pipeline stage)
 # Estimator (training stage)
 # Transformer (the inference/feature engineering stage)
 # Pipeline (the whole pipeline)
 # Predictor (extends Estimator, for supervised learning)

Detailed design can be referred at parent JIRA's design document.



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