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