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Posted to reviews@spark.apache.org by mandar2812 <gi...@git.apache.org> on 2015/04/14 02:20:42 UTC
[GitHub] spark pull request: [MLLIB][WIP] SPARK-4638: Kernels feature for M...
GitHub user mandar2812 opened a pull request:
https://github.com/apache/spark/pull/5503
[MLLIB][WIP] SPARK-4638: Kernels feature for MLLIB
1) Class hierarchy for SVM Kernels, with unit tests.
2) Entropy based subset selection for low rank approximation of Large Kernel Matrices, with unit tests.
3) Kernels for density estimation, with 'plug in' based optimum bandwidth selection, with unit tests.
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/mandar2812/spark kernels
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/spark/pull/5503.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 #5503
----
commit 9d7b00b08423dae455e57e1f00fa6471f8fd901c
Author: mandar2812 <ma...@gmail.com>
Date: 2014-12-22T01:47:54Z
Initial commit for Kernels feature: Contains class heirarchies, implementation of the Nystrom method for feature map extractions, RBF and Polynomial Kernels. Also a bare bones test suite for SVM Kernels is included
commit 2e29b123665b19f3f06d5f4f90d7884646da71a6
Author: mandar2812 <ma...@gmail.com>
Date: 2015-01-21T17:34:29Z
1) Changes to class hierarchy 2) Commenting Nystrom approximation code
commit 5239082426911032df7228163a94eca8281e5676
Author: mandar2812 <ma...@gmail.com>
Date: 2015-01-27T16:03:26Z
Added optimal bandwidth selection procedure for Gaussian Density Kernel
commit bf1e9829b798ca76d408f6d1a66220720948c038
Author: mandar2812 <ma...@gmail.com>
Date: 2015-01-29T13:42:53Z
Entropy based subset selection done, unit tests passing
commit 43f85c20f1b8ca8ed7324f828df3a88295d26a3d
Author: mandar2812 <ma...@gmail.com>
Date: 2015-01-31T23:26:03Z
1) Optimized code for feature map extraction, kernel matrix multiplication 2) Code indentation changes
commit 025d214802621e6a8f8b05732723bbd0025f136d
Author: mandar2812 <ma...@gmail.com>
Date: 2015-02-01T13:29:27Z
Minor edits to kernel test suite.
commit 98d7730270d804e2140741ee0154cd03c2dde350
Author: mandar2812 <ma...@gmail.com>
Date: 2014-12-22T01:47:54Z
Initial commit for Kernels feature: Contains class heirarchies, implementation of the Nystrom method for feature map extractions, RBF and Polynomial Kernels. Also a bare bones test suite for SVM Kernels is included
commit bc0209b1b1d0e72e1335bb349ec04dba2a306864
Author: mandar2812 <ma...@gmail.com>
Date: 2015-01-21T17:34:29Z
1) Changes to class hierarchy 2) Commenting Nystrom approximation code
commit f8baf1e7da0ab6d71898f150d6b01cf3f38b2baf
Author: mandar2812 <ma...@gmail.com>
Date: 2015-01-27T16:03:26Z
Added optimal bandwidth selection procedure for Gaussian Density Kernel
commit 1fedafdbe7794dcd9a34f6a7317b1ff5e936c1f1
Author: mandar2812 <ma...@gmail.com>
Date: 2015-01-29T13:42:53Z
Entropy based subset selection done, unit tests passing
commit 6b8d8db8466b8795f8710d8861fc8f1ed541543f
Author: mandar2812 <ma...@gmail.com>
Date: 2015-01-31T23:26:03Z
1) Optimized code for feature map extraction, kernel matrix multiplication 2) Code indentation changes
commit 9367dc14f672976781a9ea6bdf54d503104e6d2a
Author: mandar2812 <ma...@gmail.com>
Date: 2015-02-01T13:29:27Z
Minor edits to kernel test suite.
commit 7f4dfae134b915e9c882700c1df695dbaaaee489
Author: mandar2812 <ma...@gmail.com>
Date: 2015-04-13T14:54:28Z
Minor comment clean up
commit 6b95548db3bbf180c330ee69121b371bcbc0f83e
Author: mandar2812 <ma...@gmail.com>
Date: 2015-04-14T00:10:13Z
Scala style check changes
commit fdafe16790f4b11bdc2f2965c7b3bf4243031cd4
Author: mandar2812 <ma...@gmail.com>
Date: 2015-04-14T00:13:12Z
Merging from remote fork
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[GitHub] spark pull request: [MLLIB][WIP] SPARK-4638: Kernels feature for M...
Posted by asfgit <gi...@git.apache.org>.
Github user asfgit closed the pull request at:
https://github.com/apache/spark/pull/5503
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[GitHub] spark pull request: [MLLIB][WIP] SPARK-4638: Kernels feature for M...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/5503#issuecomment-92544614
Can one of the admins verify this patch?
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[GitHub] spark pull request: [MLLIB][WIP] SPARK-4638: Kernels feature for M...
Posted by mandar2812 <gi...@git.apache.org>.
Github user mandar2812 commented on the pull request:
https://github.com/apache/spark/pull/5503#issuecomment-163454501
Yes, I will update this PR by the 20th of December 2015.
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[GitHub] spark pull request: [MLLIB][WIP] SPARK-4638: Kernels feature for M...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/5503#issuecomment-152787270
Merged build finished. Test FAILed.
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[GitHub] spark pull request: [MLLIB][WIP] SPARK-4638: Kernels feature for M...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/5503#issuecomment-152724095
Can one of the admins verify this patch?
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[GitHub] spark issue #5503: [MLLIB][WIP] SPARK-4638: Kernels feature for MLLIB
Posted by dale-chang91 <gi...@git.apache.org>.
Github user dale-chang91 commented on the issue:
https://github.com/apache/spark/pull/5503
What is the result of this pull request? I can't seem to find the code in the code base anywhere
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[GitHub] spark pull request: [MLLIB][WIP] SPARK-4638: Kernels feature for M...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/5503#issuecomment-152787201
**[Test build #44747 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44747/consoleFull)** for PR 5503 at commit [`fdafe16`](https://github.com/apache/spark/commit/fdafe16790f4b11bdc2f2965c7b3bf4243031cd4).
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[GitHub] spark pull request: [MLLIB][WIP] SPARK-4638: Kernels feature for M...
Posted by tn531 <gi...@git.apache.org>.
Github user tn531 commented on the pull request:
https://github.com/apache/spark/pull/5503#issuecomment-163396824
@mandar2812 any status on this PR?
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[GitHub] spark issue #5503: [MLLIB][WIP] SPARK-4638: Kernels feature for MLLIB
Posted by mandar2812 <gi...@git.apache.org>.
Github user mandar2812 commented on the issue:
https://github.com/apache/spark/pull/5503
It didn't make it into spark. Instead I started the [DynaML](https://github.com/transcendent-ai-labs/DynaML) project and made kernels a key module of it, along with spark support.
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[GitHub] spark pull request: [MLLIB][WIP] SPARK-4638: Kernels feature for M...
Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the pull request:
https://github.com/apache/spark/pull/5503#issuecomment-152787269
**[Test build #44747 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44747/consoleFull)** for PR 5503 at commit [`fdafe16`](https://github.com/apache/spark/commit/fdafe16790f4b11bdc2f2965c7b3bf4243031cd4).
* This patch **fails Scala style tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] spark pull request: [MLLIB][WIP] SPARK-4638: Kernels feature for M...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/5503#issuecomment-152787271
Test FAILed.
Refer to this link for build results (access rights to CI server needed):
https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/44747/
Test FAILed.
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[GitHub] spark pull request: [MLLIB][WIP] SPARK-4638: Kernels feature for M...
Posted by dbtsai <gi...@git.apache.org>.
Github user dbtsai commented on the pull request:
https://github.com/apache/spark/pull/5503#issuecomment-152786855
jenkins, ok to test
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[GitHub] spark pull request: [MLLIB][WIP] SPARK-4638: Kernels feature for M...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/5503#issuecomment-152786887
Merged build started.
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[GitHub] spark pull request: [MLLIB][WIP] SPARK-4638: Kernels feature for M...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/5503#issuecomment-96767300
Can one of the admins verify this patch?
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[GitHub] spark pull request: [MLLIB][WIP] SPARK-4638: Kernels feature for M...
Posted by rxin <gi...@git.apache.org>.
Github user rxin commented on the pull request:
https://github.com/apache/spark/pull/5503#issuecomment-168112764
I'm going to close this pull request. If this is still relevant and you are interested in pushing it forward, please open a new pull request. Thanks!
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[GitHub] spark pull request: [MLLIB][WIP] SPARK-4638: Kernels feature for M...
Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the pull request:
https://github.com/apache/spark/pull/5503#issuecomment-152786871
Merged build triggered.
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