topicmodels: Topic Models

Provides an interface to the C code for Latent Dirichlet Allocation (LDA) models and Correlated Topics Models (CTM) by David M. Blei and co-authors and the C++ code for fitting LDA models using Gibbs sampling by Xuan-Hieu Phan and co-authors.

AuthorBettina Grün [aut, cre], Kurt Hornik [aut]
Date of publication2016-05-23 08:33:09
MaintainerBettina Grün <Bettina.Gruen@jku.at>
LicenseGPL-2
Version0.2-4

View on CRAN

Functions

AssociatedPress Man page
build_graph Man page
coerce,list,CTM_VEMcontrol-method Man page
coerce,list,LDA_VEMcontrol-method Man page
coerce,list,LDA_VEMcontrol-method Man page
coerce,list,OPTcontrol-method Man page
coerce,NULL,CTM_VEMcontrol-method Man page
coerce,NULL,LDA_VEMcontrol-method Man page
coerce,NULL,LDcontrol-method Man page
coerce,NULL,OPTcontrol-method Man page
CTM Man page
CTM-class Man page
CTM_VEMcontrol-class Man page
distHellinger Man page
distHellinger.default Man page
distHellinger.simple_triplet_matrix Man page
dtm2ldaformat Man page
get_terms Man page
get_topics Man page
LDA Man page
LDA-class Man page
LDAcontrol-class Man page
ldaformat2dtm Man page
LDA_Gibbscontrol-class Man page
LDA_VEMcontrol-class Man page
logLik,Gibbs_list-method Man page
logLik,TopicModel-method Man page
OPTcontrol-class Man page
perplexity Man page
perplexity,ANY,DocumentTermMatrix-method Man page
perplexity,ANY,matrix-method Man page
perplexity,Gibbs_list,simple_triplet_matrix-method Man page
perplexity,Gibbs,simple_triplet_matrix-method Man page
perplexity,list,missing-method Man page
perplexity,list,simple_triplet_matrix-method Man page
perplexity,VEM,missing-method Man page
perplexity,VEM,simple_triplet_matrix-method Man page
posterior,TopicModel,ANY-method Man page
posterior,TopicModel,missing-method Man page
show,TopicModel-method Man page
terms,TopicModel-method Man page
TopicModel-class Man page
TopicModelcontrol-class Man page
topics Man page
topics,TopicModel-method Man page

Files

topicmodels
topicmodels/inst
topicmodels/inst/CITATION
topicmodels/inst/NEWS.Rd
topicmodels/inst/doc
topicmodels/inst/doc/topicmodels.R
topicmodels/inst/doc/topicmodels.pdf
topicmodels/inst/doc/topicmodels.Rnw
topicmodels/src
topicmodels/src/lda-alpha.c
topicmodels/src/Makevars
topicmodels/src/inference.c
topicmodels/src/common.h
topicmodels/src/gsl-wrappers.c
topicmodels/src/constants.h
topicmodels/src/lda-model.h
topicmodels/src/common.c
topicmodels/src/utilities.h
topicmodels/src/utils.c
topicmodels/src/inference.h
topicmodels/src/cokus.c
topicmodels/src/gsl-wrappers.h
topicmodels/src/rctm.c
topicmodels/src/rlda.c
topicmodels/src/lda-model.c
topicmodels/src/rctm.h
topicmodels/src/model.h
topicmodels/src/cokus.h
topicmodels/src/utils.h
topicmodels/src/rlda.h
topicmodels/src/lda-inference.h
topicmodels/src/rGibbslda.cpp
topicmodels/src/ctm.h
topicmodels/src/model.cpp
topicmodels/src/dataset.h
topicmodels/src/dataset.cpp
topicmodels/src/Makevars.win
topicmodels/src/utilities.cpp
topicmodels/src/ctm.c
topicmodels/src/lda-alpha.h
topicmodels/src/lda-inference.c
topicmodels/src/lda.h
topicmodels/NAMESPACE
topicmodels/data
topicmodels/data/AssociatedPress.rda
topicmodels/R
topicmodels/R/utils.R topicmodels/R/lda.R topicmodels/R/allclasses.R topicmodels/R/control.R topicmodels/R/build_graph.R topicmodels/R/ctm.R
topicmodels/vignettes
topicmodels/vignettes/topicmodels.bib
topicmodels/vignettes/topicmodels.Rnw
topicmodels/MD5
topicmodels/build
topicmodels/build/vignette.rds
topicmodels/DESCRIPTION
topicmodels/man
topicmodels/man/tmcontrol-class.Rd topicmodels/man/distHellinger.Rd topicmodels/man/posterior-methods.Rd topicmodels/man/ldaformat2dtm.Rd topicmodels/man/lda.Rd topicmodels/man/tm-class.Rd topicmodels/man/ctm.Rd topicmodels/man/build_graph.Rd topicmodels/man/logLik-methods.Rd topicmodels/man/associatedpress.Rd topicmodels/man/perplexity.Rd topicmodels/man/get.Rd

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