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  1. Ignite
  2. IGNITE-4572

Machine Learning: Develop distributed algebra support for dense and sparse data sets.

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Details

    • Task
    • Status: Resolved
    • Major
    • Resolution: Fixed
    • None
    • 2.0
    • ml

    Description

      Apache Ignite community has recently kicked off development of its new component - Apache Ignite Machine Learning Grid. The component will empower researchers, scientists, engineers and companies to train, deploy and execute machine learning models in a distributed fashion gaining significant performance benefits and making real the ability to apply machine learning for Big Data use cases in real-time or near real-time scenarios.

      This is the base functionality for adding support for future ML capabilities. Subtasks will be created and linked to this ticket later on.

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          is related to

          Task - A task that needs to be done. IGNITE-5000 Rename Ignite Math module to Ignite ML module

          • Major - Major loss of function.
          • Closed
          relates to

          Sub-task - The sub-task of the issue IGNITE-4964 Document Machine Learning Grid (Distributed Algebra Implementation)

          • Major - Major loss of function.
          • Closed

          Bug - A problem which impairs or prevents the functions of the product. IGNITE-5040 ML examples

          • Major - Major loss of function.
          • Closed

          Task - A task that needs to be done. IGNITE-5029 Ignite ML next steps

          • Major - Major loss of function.
          • Resolved

          Task - A task that needs to be done. IGNITE-5018 review and improve javadocs in ML module

          • Minor - Minor loss of function, or other problem where easy workaround is present.
          • Closed
          links to

          Web Link GitHub Pull Request #1764

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              nivanov Nikita Ivanov
              nivanov Nikita Ivanov
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              Dates

                Created:
                Updated:
                Resolved: