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  1. Ignite
  2. IGNITE-12659

[ML] Remove broken sub-modules in ML

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    Details

    • Type: Bug
    • Status: Resolved
    • Priority: Major
    • Resolution: Fixed
    • Affects Version/s: None
    • Fix Version/s: 2.8
    • Component/s: ml
    • Labels:
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      Description

      After testing phase we investigated that the next sub-modules are broken and should be removed from the release branch 2.8

      • tensorflow (it uses deprecated IGFS and current solution in tf.contrib could n't connect to Ignite now)
      • tensorflow-ml-parser (it has a lot of bugs and doesn't work with tf 2.0)
      • mleap-ml-parser (CVE, Ignite ML couldn't work with metadata)
      • outdated genetic algorithms what are not supported now and are not formatted and refactored for the years (it's not a part of ML historically)

      also due to connect with Hadoop, Spark and another libraries it has a few CVE related to the old dependencies in Hadoop libraries

       

      P.S. I suppose all these solutions should be moved to the separate project ignite-ml-extensions for the independent developement

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            • Assignee:
              zaleslaw Alexey Zinoviev
              Reporter:
              zaleslaw Alexey Zinoviev
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