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Posted to issues@flink.apache.org by "ASF GitHub Bot (Jira)" <ji...@apache.org> on 2019/09/25 08:55:00 UTC
[jira] [Updated] (FLINK-14204) Add the model mapper for Gaussian
Mixture model.
[ https://issues.apache.org/jira/browse/FLINK-14204?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
ASF GitHub Bot updated FLINK-14204:
-----------------------------------
Labels: pull-request-available (was: )
> 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
> Priority: Major
> Labels: pull-request-available
>
> 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.
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