[jira] [Commented] (SPARK-5012) Python API for Gaussian Mixture Model
[ https://issues.apache.org/jira/browse/SPARK-5012?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14286942#comment-14286942 ] Meethu Mathew commented on SPARK-5012: -- [~tgaloppo] Thank you..Will update this PR asap.. > Python API for Gaussian Mixture Model > - > > Key: SPARK-5012 > URL: https://issues.apache.org/jira/browse/SPARK-5012 > Project: Spark > Issue Type: New Feature > Components: MLlib, PySpark >Reporter: Xiangrui Meng >Assignee: Meethu Mathew > > Add Python API for the Scala implementation of GMM. -- This message was sent by Atlassian JIRA (v6.3.4#6332) - To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org
[jira] [Commented] (SPARK-5012) Python API for Gaussian Mixture Model
[ https://issues.apache.org/jira/browse/SPARK-5012?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14284704#comment-14284704 ] Travis Galoppo commented on SPARK-5012: --- [~MeethuMathew] SPARK-5019 has been completed. > Python API for Gaussian Mixture Model > - > > Key: SPARK-5012 > URL: https://issues.apache.org/jira/browse/SPARK-5012 > Project: Spark > Issue Type: New Feature > Components: MLlib, PySpark >Reporter: Xiangrui Meng >Assignee: Meethu Mathew > > Add Python API for the Scala implementation of GMM. -- This message was sent by Atlassian JIRA (v6.3.4#6332) - To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org
[jira] [Commented] (SPARK-5012) Python API for Gaussian Mixture Model
[ https://issues.apache.org/jira/browse/SPARK-5012?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14279811#comment-14279811 ] Meethu Mathew commented on SPARK-5012: -- Once SPARK-5019 is resolved, we will make the changes accordingly.Thanks [~josephkb] [~tgaloppo] for the comments > Python API for Gaussian Mixture Model > - > > Key: SPARK-5012 > URL: https://issues.apache.org/jira/browse/SPARK-5012 > Project: Spark > Issue Type: New Feature > Components: MLlib, PySpark >Reporter: Xiangrui Meng >Assignee: Meethu Mathew > > Add Python API for the Scala implementation of GMM. -- This message was sent by Atlassian JIRA (v6.3.4#6332) - To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org
[jira] [Commented] (SPARK-5012) Python API for Gaussian Mixture Model
[ https://issues.apache.org/jira/browse/SPARK-5012?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14279251#comment-14279251 ] Joseph K. Bradley commented on SPARK-5012: -- [~MeethuMathew], [~tgaloppo] makes a good point. It might actually be best to make a Python API for MultivariateGaussian first, and then to do this JIRA. (Since we don't want to require scipy currently, we can't use the existing scipy.stats.multivariate_normal class.) > Python API for Gaussian Mixture Model > - > > Key: SPARK-5012 > URL: https://issues.apache.org/jira/browse/SPARK-5012 > Project: Spark > Issue Type: New Feature > Components: MLlib, PySpark >Reporter: Xiangrui Meng >Assignee: Meethu Mathew > > Add Python API for the Scala implementation of GMM. -- This message was sent by Atlassian JIRA (v6.3.4#6332) - To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org
[jira] [Commented] (SPARK-5012) Python API for Gaussian Mixture Model
[ https://issues.apache.org/jira/browse/SPARK-5012?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14278947#comment-14278947 ] Travis Galoppo commented on SPARK-5012: --- This will probably be affected by SPARK-5019 > Python API for Gaussian Mixture Model > - > > Key: SPARK-5012 > URL: https://issues.apache.org/jira/browse/SPARK-5012 > Project: Spark > Issue Type: New Feature > Components: MLlib, PySpark >Reporter: Xiangrui Meng >Assignee: Meethu Mathew > > Add Python API for the Scala implementation of GMM. -- This message was sent by Atlassian JIRA (v6.3.4#6332) - To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org
[jira] [Commented] (SPARK-5012) Python API for Gaussian Mixture Model
[ https://issues.apache.org/jira/browse/SPARK-5012?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14278614#comment-14278614 ] Apache Spark commented on SPARK-5012: - User 'FlytxtRnD' has created a pull request for this issue: https://github.com/apache/spark/pull/4059 > Python API for Gaussian Mixture Model > - > > Key: SPARK-5012 > URL: https://issues.apache.org/jira/browse/SPARK-5012 > Project: Spark > Issue Type: New Feature > Components: MLlib, PySpark >Reporter: Xiangrui Meng >Assignee: Meethu Mathew > > Add Python API for the Scala implementation of GMM. -- This message was sent by Atlassian JIRA (v6.3.4#6332) - To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org
[jira] [Commented] (SPARK-5012) Python API for Gaussian Mixture Model
[ https://issues.apache.org/jira/browse/SPARK-5012?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14273561#comment-14273561 ] Meethu Mathew commented on SPARK-5012: -- I added a new class GaussianMixtureModel in clustering.py and the method predict in it and trying to pass a List of more than one dimension to the function _py2java , but I am getting the exception 'list' object has no attribute '_get_object_id' and when I give a tuple input (Vectors.dense([0.8786, -0.7855]),Vectors.dense([-0.1863, 0.7799])) exception is like 'numpy.ndarray' object has no attribute '_get_object_id'. Can you help me to solve this? My aim is to call the predictsoft() in GaussianMixtureModel.scala from clustering.py by passing the values of weight,mean and sigma > Python API for Gaussian Mixture Model > - > > Key: SPARK-5012 > URL: https://issues.apache.org/jira/browse/SPARK-5012 > Project: Spark > Issue Type: New Feature > Components: MLlib, PySpark >Reporter: Xiangrui Meng >Assignee: Meethu Mathew > > Add Python API for the Scala implementation of GMM. -- This message was sent by Atlassian JIRA (v6.3.4#6332) - To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org
[jira] [Commented] (SPARK-5012) Python API for Gaussian Mixture Model
[ https://issues.apache.org/jira/browse/SPARK-5012?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14262381#comment-14262381 ] Xiangrui Meng commented on SPARK-5012: -- Done :) > Python API for Gaussian Mixture Model > - > > Key: SPARK-5012 > URL: https://issues.apache.org/jira/browse/SPARK-5012 > Project: Spark > Issue Type: New Feature > Components: MLlib, PySpark >Reporter: Xiangrui Meng >Assignee: Meethu Mathew > > Add Python API for the Scala implementation of GMM. -- This message was sent by Atlassian JIRA (v6.3.4#6332) - To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org
[jira] [Commented] (SPARK-5012) Python API for Gaussian Mixture Model
[ https://issues.apache.org/jira/browse/SPARK-5012?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14261931#comment-14261931 ] Travis Galoppo commented on SPARK-5012: --- [~mengxr] Can this be reassigned to [~MeethuMathew] I will focus efforts on other improvements to the implementation. > Python API for Gaussian Mixture Model > - > > Key: SPARK-5012 > URL: https://issues.apache.org/jira/browse/SPARK-5012 > Project: Spark > Issue Type: New Feature > Components: MLlib, PySpark >Reporter: Xiangrui Meng >Assignee: Travis Galoppo > > Add Python API for the Scala implementation of GMM. -- This message was sent by Atlassian JIRA (v6.3.4#6332) - To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org
[jira] [Commented] (SPARK-5012) Python API for Gaussian Mixture Model
[ https://issues.apache.org/jira/browse/SPARK-5012?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14261923#comment-14261923 ] Meethu Mathew commented on SPARK-5012: -- The python implementation of the algorithm has already been added to spark-packages http://spark-packages.org/package/11 and it would be great if we are given a chance to write the Python wrappers for the algorithm. > Python API for Gaussian Mixture Model > - > > Key: SPARK-5012 > URL: https://issues.apache.org/jira/browse/SPARK-5012 > Project: Spark > Issue Type: New Feature > Components: MLlib, PySpark >Reporter: Xiangrui Meng >Assignee: Travis Galoppo > > Add Python API for the Scala implementation of GMM. -- This message was sent by Atlassian JIRA (v6.3.4#6332) - To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org
[jira] [Commented] (SPARK-5012) Python API for Gaussian Mixture Model
[ https://issues.apache.org/jira/browse/SPARK-5012?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14261754#comment-14261754 ] Xiangrui Meng commented on SPARK-5012: -- Great! Thanks for continuing the work on GMM! > Python API for Gaussian Mixture Model > - > > Key: SPARK-5012 > URL: https://issues.apache.org/jira/browse/SPARK-5012 > Project: Spark > Issue Type: New Feature > Components: MLlib, PySpark >Reporter: Xiangrui Meng >Assignee: Travis Galoppo > > Add Python API for the Scala implementation of GMM. -- This message was sent by Atlassian JIRA (v6.3.4#6332) - To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org
[jira] [Commented] (SPARK-5012) Python API for Gaussian Mixture Model
[ https://issues.apache.org/jira/browse/SPARK-5012?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14261413#comment-14261413 ] Travis Galoppo commented on SPARK-5012: --- [~mengxr] I'd be happy to. > Python API for Gaussian Mixture Model > - > > Key: SPARK-5012 > URL: https://issues.apache.org/jira/browse/SPARK-5012 > Project: Spark > Issue Type: New Feature > Components: MLlib, PySpark >Reporter: Xiangrui Meng > > Add Python API for the Scala implementation of GMM. -- This message was sent by Atlassian JIRA (v6.3.4#6332) - To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org
[jira] [Commented] (SPARK-5012) Python API for Gaussian Mixture Model
[ https://issues.apache.org/jira/browse/SPARK-5012?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14261363#comment-14261363 ] Xiangrui Meng commented on SPARK-5012: -- [~tgaloppo] Would you be interested in working on the Python API of GMM? It should be quite similar to other Python wrappers in MLlib. > Python API for Gaussian Mixture Model > - > > Key: SPARK-5012 > URL: https://issues.apache.org/jira/browse/SPARK-5012 > Project: Spark > Issue Type: New Feature > Components: MLlib, PySpark >Reporter: Xiangrui Meng > > Add Python API for the Scala implementation of GMM. -- This message was sent by Atlassian JIRA (v6.3.4#6332) - To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org
