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Posted to issues@spark.apache.org by "Joseph K. Bradley (JIRA)" <ji...@apache.org> on 2015/07/10 00:48:04 UTC
[jira] [Updated] (SPARK-6442) MLlib Local Linear Algebra Package
[ https://issues.apache.org/jira/browse/SPARK-6442?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Joseph K. Bradley updated SPARK-6442:
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Summary: MLlib Local Linear Algebra Package (was: MLlib 1.4 Local Linear Algebra Package)
> MLlib Local Linear Algebra Package
> ----------------------------------
>
> Key: SPARK-6442
> URL: https://issues.apache.org/jira/browse/SPARK-6442
> Project: Spark
> Issue Type: New Feature
> Components: MLlib
> Reporter: Burak Yavuz
> Priority: Critical
>
> MLlib's local linear algebra package doesn't have any support for any type of matrix operations. With 1.5, we wish to add support to a complete package of optimized linear algebra operations for Scala/Java users.
> The main goal is to support lazy operations so that element-wise can be implemented in a single for-loop, and complex operations can be interfaced through BLAS.
> The design doc: http://goo.gl/sf5LCE
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