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Posted to issues@ignite.apache.org by "ASF GitHub Bot (JIRA)" <ji...@apache.org> on 2018/03/21 15:44:00 UTC

[jira] [Commented] (IGNITE-7990) Integrate MLP with partition based dataset

    [ https://issues.apache.org/jira/browse/IGNITE-7990?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16408112#comment-16408112 ] 

ASF GitHub Bot commented on IGNITE-7990:
----------------------------------------

GitHub user dmitrievanthony opened a pull request:

    https://github.com/apache/ignite/pull/3673

    IGNITE-7990 Integrate MLP with partition based dataset

    

You can merge this pull request into a Git repository by running:

    $ git pull https://github.com/gridgain/apache-ignite ignite-7990

Alternatively you can review and apply these changes as the patch at:

    https://github.com/apache/ignite/pull/3673.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

    This closes #3673
    
----
commit 66d20fffe238aee76865a27b915f5dd894586fa6
Author: Anton Dmitriev <dm...@...>
Date:   2018-03-21T09:53:53Z

    IGNITE-7990 Update simple labeled dataset to support multiple labels and
    add first version of MLPTrainer based on partition based dataset.

commit 1350541d4d4386093d633dcb26ee5ca40b5edccf
Author: Anton Dmitriev <dm...@...>
Date:   2018-03-21T15:17:30Z

    IGNITE-7990 Make updaters and their parameters serializable.

commit 562d2b48f737c56e5c1ca0c23c6f46c456ef37dc
Author: Anton Dmitriev <dm...@...>
Date:   2018-03-21T15:21:06Z

    Merge remote-tracking branch 'origin/master' into ignite-7990
    
    # Conflicts:
    #	modules/ml/src/main/java/org/apache/ignite/ml/svm/SVMLinearBinaryClassificationTrainer.java
    #	modules/ml/src/main/java/org/apache/ignite/ml/svm/SVMPartitionDataBuilderOnHeap.java
    #	modules/ml/src/test/java/org/apache/ignite/ml/svm/SVMBinaryTrainerTest.java

commit 50c8fa0a7fc261d31f9ff59d0fdb8c077bdf3e90
Author: Anton Dmitriev <dm...@...>
Date:   2018-03-21T15:41:59Z

    IGNITE-7990 Move MLPTrainer to another package.

----


> Integrate MLP with partition based dataset
> ------------------------------------------
>
>                 Key: IGNITE-7990
>                 URL: https://issues.apache.org/jira/browse/IGNITE-7990
>             Project: Ignite
>          Issue Type: Improvement
>          Components: ml
>            Reporter: Anton Dmitriev
>            Assignee: Anton Dmitriev
>            Priority: Major
>             Fix For: 2.5
>
>
> As a basic element of a neural network an MLP (multilayer perceptron) was implemented in IGNITE-7174 and IGNITE-7322. After that a partition based dataset (new underlying infrastructure component) was added as part of IGNITE-7437. 
> The goal of this task is to adopt MLP implementation to work on top of partition based dataset.



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