GitHub user feynmanliang opened a pull request:
https://github.com/apache/spark/pull/7760
[Spark-5567][MLlib] Add predict method to LocalLDAModel
@jkbradley @hhbyyh
Adds `topicDistributions` to LocalLDAModel. Please review after #7757 is
merged.
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/feynmanliang/spark SPARK-5567-predict-in-LDA
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/spark/pull/7760.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 #7760
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commit aead650cc2f36c8781b70ef6b377395440688837
Author: Feynman Liang <[email protected]>
Date: 2015-07-16T23:50:03Z
Range slice, in-place update, reduce transposes
commit c62cb1e46d3950226251bad3cfb3cb18ab012e50
Author: Feynman Liang <[email protected]>
Date: 2015-07-17T00:28:58Z
Outer product for stats, revert Range slicing
commit 7f62a55a43544b6eca31afaf0fe8f4d0abbaa3b8
Author: Feynman Liang <[email protected]>
Date: 2015-07-17T08:16:50Z
--amend
commit cd521d61ce40d174971590973b536c9edd72f469
Author: Feynman Liang <[email protected]>
Date: 2015-07-18T20:25:27Z
Refactor methods into companion class
commit f8adc483647ab1dd45cbe44b6a3015fc58e6ece4
Author: Feynman Liang <[email protected]>
Date: 2015-07-18T20:34:43Z
Add logPerplexity, refactor variationalBound into a method
commit 11e7c336ac4f1ecbd2b7eac6b5231e55fc705067
Author: Feynman Liang <[email protected]>
Date: 2015-07-27T23:20:16Z
Merge remote-tracking branch 'apache/master' into SPARK-6793-perplexity
* apache/master: (218 commits)
[SPARK-9385] [PYSPARK] Enable PEP8 but disable installing pylint.
[SPARK-4352] [YARN] [WIP] Incorporate locality preferences in dynamic
allocation requests
[SPARK-9385] [HOT-FIX] [PYSPARK] Comment out Python style check
[SPARK-8988] [YARN] Make sure driver log links appear in secure clusteâ¦
[SPARK-9355][SQL] Remove InternalRow.get generic getter call in columnar
cache code
[SPARK-9378] [SQL] Fixes test case "CTAS with serde"
[SPARK-9349] [SQL] UDAF cleanup
Closes #7690 since it has been merged into branch-1.4.
[HOTFIX] Disable pylint since it is failing master.
[SPARK-9369][SQL] Support IntervalType in UnsafeRow
[SPARK-9351] [SQL] remove literals from grouping expressions in Aggregate
[SPARK-7423] [MLLIB] Modify ClassificationModel and Probabalistic model
to use Vector.argmax
[SPARK-9376] [SQL] use a seed in RandomDataGeneratorSuite
[SPARK-9366] use task's stageAttemptId in TaskEnd event
[SPARK-9364] Fix array out of bounds and use-after-free bugs in
UnsafeExternalSorter
Pregel example type fix
[SPARK-4176] [SQL] Supports decimal types with precision > 18 in Parquet
[SPARK-8405] [DOC] Add how to view logs on Web UI when yarn log
aggregation is enabled
[SPARK-7943] [SPARK-8105] [SPARK-8435] [SPARK-8714] [SPARK-8561] Fixes
multi-database support
[SPARK-9371][SQL] fix the support for special chars in column names for
hive context
...
commit 7415e96d906f7f934620d1575ca0ba8532015b8c
Author: Feynman Liang <[email protected]>
Date: 2015-07-28T01:28:31Z
Pick changes from big PR
commit 2f049ce8242ab44e95c9c64eacdcdbb9e934c782
Author: Feynman Liang <[email protected]>
Date: 2015-07-28T01:34:14Z
Fix failing save/load tests
commit 4f171f75f198e45eaed2a9bf189f0fb8091f64ce
Author: Feynman Liang <[email protected]>
Date: 2015-07-28T01:37:17Z
Fix indendation
commit 4362daa0fb7d00618cbef7f332bb13e919320fe2
Author: Feynman Liang <[email protected]>
Date: 2015-07-28T01:45:23Z
Organize imports
commit 1cbb67d1fc441f7c48e0c7f42048489ae6bda522
Author: Feynman Liang <[email protected]>
Date: 2015-07-28T02:31:39Z
Fix access modifier bug
commit 998c03e1a80eba708ed6be6aa7ce995a62c07f41
Author: Feynman Liang <[email protected]>
Date: 2015-07-28T02:32:52Z
Fix style
commit 5a327a05b94dff0719c58166b17ca474040ffd2b
Author: Feynman Liang <[email protected]>
Date: 2015-07-29T18:16:50Z
Code review quick fixes
commit afecb4687345810d4b64390a8bf074bd6c0dc427
Author: Feynman Liang <[email protected]>
Date: 2015-07-29T18:37:34Z
Fix regression bug in sstats accumulator
commit 06d02d9e7213aa62f1a8f85dacc81ea2c3516fdf
Author: Feynman Liang <[email protected]>
Date: 2015-07-29T21:05:48Z
Remove deprecated LocalLDAModel constructor
commit a27591457d9c6370fac044b2a7af7108a0449d31
Author: Feynman Liang <[email protected]>
Date: 2015-07-29T21:09:58Z
Prevent empty counts calls to variationalInference
commit 2f452a44f4171892ea11c32932d1e28b52df63d8
Author: Feynman Liang <[email protected]>
Date: 2015-07-29T21:19:28Z
Remove auxillary DistributedLDAModel constructor
commit 17f70009128d8949d9cd8cbe1d0e45a21b03b191
Author: Feynman Liang <[email protected]>
Date: 2015-07-29T22:03:04Z
Documentation typo fixes
commit 8381da6bb517d71eaac09a9e9d8cb94bf2a6856b
Author: Feynman Liang <[email protected]>
Date: 2015-07-29T22:26:54Z
Code review comments
commit 6da2c99de37b21fe29e7dde3344918eaff827f55
Author: Feynman Liang <[email protected]>
Date: 2015-07-29T22:30:10Z
Remove get* from LDAModel public API
commit e81823a2c8b85f501966f1cc44ce0a5e17803769
Author: Feynman Liang <[email protected]>
Date: 2015-07-29T21:47:07Z
Add hyperparams to LocalLDAModel save/load
commit 4988c52697c55decf64d73d1918427155f3549a6
Author: Feynman Liang <[email protected]>
Date: 2015-07-29T22:33:22Z
Fix tests after changing LDAModel public API
commit 0a39b720841bb410d2266e8e5402abbfdf9aac51
Author: Feynman Liang <[email protected]>
Date: 2015-07-29T23:12:54Z
Add predict methods to LocalLDAModel
commit 247e920c3624bae995df1724f4430a4e846178e8
Author: Feynman Liang <[email protected]>
Date: 2015-07-29T23:16:19Z
Rename topicDistribution -> topicDistributions
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