├── .gitignore ├── LICENSE ├── Makefile ├── README.md ├── data └── stopwords.txt ├── nytimesllh_v_time.jpg ├── out ├── nytimes │ ├── FTreeLDA │ │ └── Mar_21_2016_07.17.50 │ │ │ ├── log.txt │ │ │ ├── nytimes-42949672954294967295.llh │ │ │ ├── nytimes-42949672954294967295.params │ │ │ ├── nytimes-42949672954294967295.time │ │ │ └── nytimes-42949672954294967295.twords │ ├── aliasLDA │ │ └── Mar_21_2016_04.44.26 │ │ │ ├── log.txt │ │ │ ├── nytimes-42949672954294967295.llh │ │ │ ├── nytimes-42949672954294967295.params │ │ │ ├── nytimes-42949672954294967295.time │ │ │ └── nytimes-42949672954294967295.twords │ ├── lightLDA │ │ └── Mar_21_2016_11.08.17 │ │ │ ├── log.txt │ │ │ ├── nytimes-42949672954294967295.llh │ │ │ ├── nytimes-42949672954294967295.params │ │ │ ├── nytimes-42949672954294967295.time │ │ │ └── nytimes-42949672954294967295.twords │ └── sparseLDA │ │ └── Mar_22_2016_23.03.08 │ │ ├── log.txt │ │ ├── nytimes-42949672954294967295.llh │ │ ├── nytimes-42949672954294967295.params │ │ ├── nytimes-42949672954294967295.time │ │ └── nytimes-42949672954294967295.twords ├── pubmed │ ├── FTreeLDA │ │ └── Mar_22_2016_01.49.14 │ │ │ ├── log.txt │ │ │ ├── pubmed-42949672954294967295.llh │ │ │ ├── pubmed-42949672954294967295.params │ │ │ ├── pubmed-42949672954294967295.time │ │ │ └── pubmed-42949672954294967295.twords │ ├── aliasLDA │ │ └── Mar_22_2016_02.42.08 │ │ │ ├── log.txt │ │ │ ├── pubmed-42949672954294967295.llh │ │ │ ├── pubmed-42949672954294967295.params │ │ │ ├── pubmed-42949672954294967295.time │ │ │ └── pubmed-42949672954294967295.twords │ ├── lightLDA │ │ └── Mar_21_2016_08.29.19 │ │ │ ├── log.txt │ │ │ ├── pubmed-42949672954294967295.llh │ │ │ ├── pubmed-42949672954294967295.params │ │ │ ├── pubmed-42949672954294967295.time │ │ │ └── pubmed-42949672954294967295.twords │ └── sparseLDA │ │ └── Mar_24_2016_04.48.28 │ │ ├── log.txt │ │ ├── pubmed-42949672954294967295.llh │ │ ├── pubmed-42949672954294967295.params │ │ ├── pubmed-42949672954294967295.time │ │ └── pubmed-42949672954294967295.twords ├── wiki │ ├── FTreeLDA │ │ └── Mar_23_2016_23.06.38 │ │ │ ├── log.txt │ │ │ ├── wiki-42949672954294967295.llh │ │ │ ├── wiki-42949672954294967295.params │ │ │ ├── wiki-42949672954294967295.time │ │ │ └── wiki-42949672954294967295.twords │ ├── aliasLDA │ │ └── Mar_22_2016_22.04.31 │ │ │ ├── log.txt │ │ │ ├── wiki-42949672954294967295.llh │ │ │ ├── wiki-42949672954294967295.params │ │ │ ├── wiki-42949672954294967295.time │ │ │ └── wiki-42949672954294967295.twords │ ├── lightLDA │ │ └── Mar_21_2016_08.47.12 │ │ │ ├── log.txt │ │ │ ├── wiki-42949672954294967295.llh │ │ │ ├── wiki-42949672954294967295.params │ │ │ ├── wiki-42949672954294967295.time │ │ │ └── wiki-42949672954294967295.twords │ └── sparseLDA │ │ └── Mar_24_2016_12.27.56 │ │ ├── log.txt │ │ ├── wiki-42949672954294967295.llh │ │ ├── wiki-42949672954294967295.params │ │ ├── wiki-42949672954294967295.time │ │ └── wiki-42949672954294967295.twords └── wikiLong │ └── FTreeLDA │ └── Jun_20_2016_21.20.39 │ └── log.txt ├── pubmedllh_v_time.jpg ├── scripts ├── get_data.sh ├── lda_runner.sh ├── perplexity.sh ├── prepare.sh ├── singlelda_runner.sh ├── sparse_runner.sh └── unigram_runner.sh ├── src ├── commons │ ├── circqueue.h │ ├── dataset.cpp │ ├── dataset.h │ ├── fTree._pp │ ├── fTree.h │ ├── fTree_1.h │ ├── forest.cpp │ ├── forest.h │ ├── hdp_exceptions.h │ ├── makefile │ ├── minheap.h │ ├── my_rand.h │ ├── mystack.h │ ├── shared_mutex.cpp │ ├── shared_mutex.h │ ├── spvector.h │ ├── stirling.cpp │ ├── stirling.h │ ├── stringtokenizer.cpp │ ├── stringtokenizer.h │ ├── utils.cpp │ ├── utils.h │ ├── vose.cpp │ └── vose.h ├── datagen │ ├── makefile │ └── source.cpp ├── ngram │ ├── makefile │ ├── model.cpp │ ├── model.h │ └── source.cpp ├── parallelLDA │ ├── README.md │ ├── lda.cpp │ ├── lda.h │ ├── makefile │ ├── model.cpp │ ├── model.h │ └── source.cpp ├── perplexity │ ├── makefile │ ├── source.cpp │ ├── test_model.cpp │ └── test_model.h ├── preprocessing │ ├── 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