[jira] [Created] (FLINK-14204) Add the model mapper for Gaussian Mixture model.

[Shang Yuanchun (Jira)]

Xu Yang created FLINK-14204:
-------------------------------

             Summary: Add the model mapper for Gaussian Mixture model.
                 Key: FLINK-14204
                 URL: https://issues.apache.org/jira/browse/FLINK-14204
             Project: Flink
          Issue Type: Sub-task
          Components: Library / Machine Learning
            Reporter: Xu Yang


A Gaussian mixture model is a probabilistic model that assumes all the data points are generated from a mixture of a finite number of Gaussian distributions with unknown parameters. This model mapper loads the GMM model and performs predictions.
 * Add GmmModelData which stores the GMM model data.
 * Add GmmModelDataConverter which loads the GMM model data from a collection of rows.
 * Add GmmModelMapper which performs predictions for GMM model.
 * Add GmmTrainParams which defines the training parameters of Gaussian mixture model.
 * Add GmmPredictParams which defines the predictions parameters of Gaussian mixture model.



--
This message was sent by Atlassian Jira
(v8.3.4#803005)