GitHub user dmitrievanthony opened a pull request:

    https://github.com/apache/ignite/pull/3494

    IGNITE-7438 LSQR solver for Linear Regression

    

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

    $ git pull https://github.com/gridgain/apache-ignite ignite-7438

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

    https://github.com/apache/ignite/pull/3494.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 #3494
    
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commit 1fd21f05fa7f288e42d19126f4d4ea9a3a7f902f
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-16T15:55:04Z

    IGNITE-7437 Initial version of d-learn framework in ML module.

commit 104b3bb9badcea4d0d907cca39624cc84ef9544d
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-16T20:05:04Z

    IGNITE-7437 Introduce DLearnContextTransformers into ML module.

commit 006b749e4742698f837582b3224a93468c88511e
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-16T20:18:39Z

    IGNITE-7437 Introduce DLearnContextTransformers into ML module (fix 
compilation issues).

commit d8696b6210dccaa92f4de459a9590f9e0896c7db
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-17T08:26:52Z

    IGNITE-7437 Move dataset API into d-learn context wrapper to avoid 
introducing an additional util classes.

commit c03e58ef67debc2a2e42bfd9f829bfe5c5a60a45
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-17T10:30:16Z

    IGNITE-7437 Add ability to close learning context.

commit 8cdc9c516f8a248f177e4a5fe9a49b027aba96e3
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-17T11:28:43Z

    IGNITE-7437 Reformat code and javadoc.

commit 146c0785b2c125baf3216c6dd2ad8c38fec9f5a8
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-17T15:20:04Z

    IGNITE-7437 Add affinity tests for d-learn context factory.

commit be830a8e133facb69fd1a6166b3ca4ec6a7de25b
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-17T15:22:15Z

    Merge branch 'master' into ignite-7437

commit 6c4f191081019c91a4b78f40bdf6f52a9f46eb47
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-17T16:07:08Z

    IGNITE-7437 Add dataset loading examples (cache and local) for d-learn.

commit 21b648b182305c34a061e55d7d2b287165c362eb
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-17T16:40:12Z

    IGNITE-7437 Add dataset transformation example for d-learn.

commit 87194ba42c7dd3250e0dac30dd11bb1a1283022c
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-19T16:21:59Z

    IGNITE-7437 Use affinityCall/affinityRun in cache d-learn context
    implementation to guarantee partitions reservation during computation.

commit a553f12f3fb0c3b64470d2e3002a5eb49013614c
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-19T16:32:10Z

    IGNITE-7437 Reformat code.

commit 03a6bfe1b47a259e1cf400762dca427ab4ecf928
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-19T17:32:49Z

    IGNITE-7437 Update Javadoc.

commit e9c63f9f7f5f55dc60d9ac0b9bddb4f8ad9f6a67
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-22T08:51:37Z

    IGNITE-7437 Update Javadoc.

commit 7ebd20a6ef1eca6063013a5f8a8361ae4f76a609
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-23T22:23:24Z

    IGNITE-7437 Introduce IDD (Ignite Distributed Dataset) as a prototype.

commit 3c11f600b920fe19f57ca4203be5ac44219c4f52
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-24T16:50:12Z

    IGNITE-7437 Introduce DLC (Distributed Learning Context).

commit 8381bd827cae78478532bf0e55446ff38b1d9e3a
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-25T10:35:26Z

    IGNITE-7437 Update DLC and add examples.

commit c21e43406a1a1d398277bc40a818d87752afb11a
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-25T17:03:53Z

    IGNITE-7437 Update DLC and add examples.

commit 9d72b1cb7b8129fe3290fe6ab2bd8433f90f9aae
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-26T17:14:39Z

    IGNITE-7437 Update DLC and add examples.

commit f83153e16b1dba9eed6c6e26b717726f8b416c96
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-27T15:15:06Z

    IGNITE-7437 Updated javadoc and tests, removed d-learn part.

commit c39b3ebf2d0793a1044c75663fa9cbbcb0777ae7
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-27T15:17:34Z

    IGNITE-7437 Remove d-learn part from examples.

commit a00ff930217c5d99901dc7491d5148b89f9c8788
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-29T11:09:39Z

    IGNITE-7437 Update examples for partition based dataset.

commit 616c18e52b4bcd44b47f13c1eab37bcf16df3259
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-29T11:20:37Z

    IGNITE-7437 Add package-info.java files.

commit ef092a6c1893199cb5542eabdd20d05b30327a6a
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-29T11:22:24Z

    IGNITE-7437 Revert wrong changes.

commit ad411dbe0b039fe63c43b25774357a4a95d3a91e
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-30T13:45:05Z

    IGNITE-7437 Update unit tests for cache based and local datasets.

commit 91f612a22c03a07bda7addcbc6a1e0a00098f33c
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-30T13:48:13Z

    IGNITE-7437 Revert wrong changes.

commit 189df16331e59eeaa678cd9d1eebe7a720ee2535
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-30T13:49:12Z

    IGNITE-7437 Revert wrong changes.

commit 39e22b44bb54019ad501a6f7669b8ec85272a0d5
Author: dmitrievanthony <dmitrievanthony@...>
Date:   2018-01-30T14:27:37Z

    IGNITE-7437 Update javadoc in accordance with code style.

commit 5c70866f6955b9af85cb31cf812877fb4356be1e
Author: Artem Malykh <amalykh@...>
Date:   2018-01-31T09:47:52Z

    IGNITE-7437: Small refactoring.

commit a35c04a5c60511a41bf87d79e5b272c9da09666e
Author: Artem Malykh <amalykh@...>
Date:   2018-01-31T09:53:40Z

    IGNITE-7437: Suppress 'unchecked'.
    
    IGNITE-7437: Suppress 'unchecked'.

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