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Feature: parallel manyTopics()#162

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mikajoh wants to merge 6 commits intobstewart:developmentfrom
mikajoh:feature/parallel-manyTopics
Open

Feature: parallel manyTopics()#162
mikajoh wants to merge 6 commits intobstewart:developmentfrom
mikajoh:feature/parallel-manyTopics

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@mikajoh
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@mikajoh mikajoh commented May 29, 2018

manyTopics(), when length(K) > 1, can now run in parallel.

  • manyTopics now run in parallel using parallel::mclapply(), the same approach that were implemented for stm::searchK().
  • It takes a new argument cores, which defaults to parallel::detectCores(), i.e., the amount of available cores on the machine.

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codecov-io commented May 30, 2018

Codecov Report

Merging #162 into development will decrease coverage by 1.59%.
The diff coverage is 0%.

Impacted file tree graph

@@              Coverage Diff               @@
##           development     #162     +/-   ##
==============================================
- Coverage        27.75%   26.16%   -1.6%     
==============================================
  Files               59       59             
  Lines             3635     3191    -444     
==============================================
- Hits              1009      835    -174     
+ Misses            2626     2356    -270
Impacted Files Coverage Δ
R/manyTopics.R 0% <0%> (ø) ⬆️
R/stm.R 53.17% <0%> (-13.66%) ⬇️
R/STMconvergence.R 78.26% <0%> (-7.46%) ⬇️
R/textProcessor.R 71.23% <0%> (-7.27%) ⬇️
R/STMoptbeta.R 80% <0%> (-5.72%) ⬇️
R/readCorpus.R 18.75% <0%> (-5.58%) ⬇️
R/plot.STM.R 36.98% <0%> (-5.48%) ⬇️
R/STMinit.R 57.14% <0%> (-5.45%) ⬇️
R/prepDocuments.R 67.74% <0%> (-4.49%) ⬇️
R/STMreport.R 24.24% <0%> (-3.97%) ⬇️
... and 43 more

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3 participants