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From "ASF GitHub Bot (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (IGNITE-9387) [ML] Model updating
Date Fri, 31 Aug 2018 13:15:00 GMT

    [ https://issues.apache.org/jira/browse/IGNITE-9387?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16598716#comment-16598716
] 

ASF GitHub Bot commented on IGNITE-9387:
----------------------------------------

GitHub user avplatonov opened a pull request:

    https://github.com/apache/ignite/pull/4659

    IGNITE-9387: update interface for trainers

    

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

    $ git pull https://github.com/gridgain/apache-ignite ignite-9387

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

    https://github.com/apache/ignite/pull/4659.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 #4659
    
----
commit 7633191513acacf689002584a7cbaf77e88beb13
Author: Alexey Platonov <aplatonovv@...>
Date:   2018-08-27T11:18:17Z

    initial commit

commit 3f2d5a4fd1c40ac243dcef30e062c69425ef1dec
Author: Alexey Platonov <aplatonovv@...>
Date:   2018-08-28T13:12:56Z

    update DatasetTrainer interface

commit 8be18d70db897583c031cb890a1f5e204e909752
Author: Alexey Platonov <aplatonovv@...>
Date:   2018-08-28T15:01:09Z

     SVM update interface implementation

commit 783a14efed7a526dcad667475d1b3ace4817321b
Author: Alexey Platonov <aplatonovv@...>
Date:   2018-08-28T15:34:59Z

    MLP update interface realization

commit 3b4eb27f049031f41985e9cafdebf6f6b660a9fe
Author: Alexey Platonov <aplatonovv@...>
Date:   2018-08-29T09:00:32Z

    LSQR update interface impl

commit 6ebe65517b29e8a5cbd248f9fcf88bc5f5751073
Author: Alexey Platonov <aplatonovv@...>
Date:   2018-08-29T09:47:11Z

    Logistic regression model update interface impl

commit 8a65426175283234df2b40379a4c7838a665ca38
Author: Alexey Platonov <aplatonovv@...>
Date:   2018-08-29T09:57:44Z

    Linear regression update interface impl

commit 346fff9117ad039e9ae6b54d783f8b3d442ba461
Author: Alexey Platonov <aplatonovv@...>
Date:   2018-08-29T11:22:48Z

    fix performance degradation due to Optional.orElse

commit 1bff50603daa762213ff85f035c4c788e3206229
Author: Alexey Platonov <aplatonovv@...>
Date:   2018-08-29T11:46:11Z

    kmeans update iface impl

commit 1c509094330870dc6e7de9a1b6054218d02b51c5
Author: Alexey Platonov <aplatonovv@...>
Date:   2018-08-29T12:30:58Z

    KNN update iface impl

commit a360ad417d8c9a9a0d367e216a744e2c345335ce
Author: Alexey Platonov <aplatonovv@...>
Date:   2018-08-29T13:05:25Z

    Bagging model update iface impl

commit cd66719ad0f1c8e537905ac3197d0b509e139fe7
Author: Alexey Platonov <aplatonovv@...>
Date:   2018-08-29T15:58:29Z

    ANN update iface impl

commit 267ab3f09266a97520eb3c8f1a023f310d1b564c
Author: Alexey Platonov <aplatonovv@...>
Date:   2018-08-30T08:33:26Z

    DT update iface support

commit 96411664f1701075d9074f51bdd994ddf527fb67
Author: Alexey Platonov <aplatonovv@...>
Date:   2018-08-30T08:54:49Z

    little refactoring

commit c9d1563c4691a72ac1e1d7722db29609243ea511
Author: Alexey Platonov <aplatonovv@...>
Date:   2018-08-30T09:15:59Z

    Impl of Exportable iface for ModelsComposition

commit e5f2c63a2f9b7d30aeb5c5a169e52042f37279ce
Author: Alexey Platonov <aplatonovv@...>
Date:   2018-08-30T10:03:33Z

    add checkState iface

commit 5bbac78355b7bc7ece578cac9ffb87d1bd7b2e0f
Author: Alexey Platonov <aplatonovv@...>
Date:   2018-08-30T10:26:22Z

    implement simple checkState for models

commit c2e3dfec9b5dd4968cba5f678d09a265a3d5183c
Author: Alexey Platonov <aplatonovv@...>
Date:   2018-08-30T12:33:30Z

    add simple test to update for KMeans and KNN/ANN

commit 9e740f590316dea69091132a11dad9c168a65be5
Author: Alexey Platonov <aplatonovv@...>
Date:   2018-08-31T09:03:37Z

    merge with master

commit 17070a8738c594fdf3616b2101342d62d94f291c
Author: Alexey Platonov <aplatonovv@...>
Date:   2018-08-31T09:04:12Z

    merge with master

commit 635be783c1622657d68cfdcb46a23c917db3678e
Author: Alexey Platonov <aplatonovv@...>
Date:   2018-08-31T12:09:22Z

    add tests for corner cases for updating and shade NPE when dataset is empty while first
learning

commit 669e5adf70c75e6e8eefd74f4f158292eec81c22
Author: Alexey Platonov <aplatonovv@...>
Date:   2018-08-31T13:04:05Z

    pre review check

commit 9299c47bb71196daca06fe3fec703c62eef865f1
Author: Alexey Platonov <aplatonovv@...>
Date:   2018-08-31T13:13:36Z

    pre review check

----


> [ML] Model updating
> -------------------
>
>                 Key: IGNITE-9387
>                 URL: https://issues.apache.org/jira/browse/IGNITE-9387
>             Project: Ignite
>          Issue Type: Improvement
>          Components: ml
>            Reporter: Yury Babak
>            Assignee: Alexey Platonov
>            Priority: Major
>             Fix For: 2.7
>
>
> In trainer interface we need to support model updating by batches after first training



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