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authorFeynman Liang <fliang@databricks.com>2015-07-29 16:20:20 -0700
committerJoseph K. Bradley <joseph@databricks.com>2015-07-29 16:20:20 -0700
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[SPARK-6793] [MLLIB] OnlineLDAOptimizer LDA perplexity
Implements `logPerplexity` in `OnlineLDAOptimizer`. Also refactors inference code into companion object to enable future reuse (e.g. `predict` method). Author: Feynman Liang <fliang@databricks.com> Closes #7705 from feynmanliang/SPARK-6793-perplexity and squashes the following commits: 6da2c99 [Feynman Liang] Remove get* from LDAModel public API 8381da6 [Feynman Liang] Code review comments 17f7000 [Feynman Liang] Documentation typo fixes 2f452a4 [Feynman Liang] Remove auxillary DistributedLDAModel constructor a275914 [Feynman Liang] Prevent empty counts calls to variationalInference 06d02d9 [Feynman Liang] Remove deprecated LocalLDAModel constructor afecb46 [Feynman Liang] Fix regression bug in sstats accumulator 5a327a0 [Feynman Liang] Code review quick fixes 998c03e [Feynman Liang] Fix style 1cbb67d [Feynman Liang] Fix access modifier bug 4362daa [Feynman Liang] Organize imports 4f171f7 [Feynman Liang] Fix indendation 2f049ce [Feynman Liang] Fix failing save/load tests 7415e96 [Feynman Liang] Pick changes from big PR 11e7c33 [Feynman Liang] Merge remote-tracking branch 'apache/master' into SPARK-6793-perplexity f8adc48 [Feynman Liang] Add logPerplexity, refactor variationalBound into a method cd521d6 [Feynman Liang] Refactor methods into companion class 7f62a55 [Feynman Liang] --amend c62cb1e [Feynman Liang] Outer product for stats, revert Range slicing aead650 [Feynman Liang] Range slice, in-place update, reduce transposes
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