Uploaded image for project: 'Spark'
  1. Spark
  2. SPARK-16494

Upgrade breeze version to 0.12

    XMLWordPrintableJSON

Details

    • Improvement
    • Status: Resolved
    • Minor
    • Resolution: Fixed
    • None
    • 2.1.0
    • ML, MLlib
    • None

    Description

      breeze 0.12 has been released for more than half a year, and it brings lots of new features, performance improvement and bug fixes.
      One of the biggest features is LBFGS-B which is an implementation of LBFGS with box constraints and much faster for some special case.
      We would like to implement Huber loss function for LinearRegression (SPARK-3181) and it requires LBFGS-B as the optimization solver. So we should bump up the dependent breeze version to 0.12.

      For more features, improvements and bug fixes of breeze 0.12, you can refer the following link:
      https://groups.google.com/forum/#!topic/scala-breeze/nEeRi_DcY5c

      Attachments

        Issue Links

          Activity

            People

              yanboliang Yanbo Liang
              yanboliang Yanbo Liang
              Votes:
              0 Vote for this issue
              Watchers:
              4 Start watching this issue

              Dates

                Created:
                Updated:
                Resolved: