CalcHellingerDist       Calculate Hellinger Distance
CalcJSDivergence        Calculate Jensen-Shannon Divergence
CalcLikelihood          Calculate the log likelihood of a document term
                        matrix given a topic model
CalcLikelihoodC         Internal helper functions for 'textmineR'
CalcPhiPrime            Calculate a matrix whose rows represent
                        P(topic_i|tokens)
CalcProbCoherence       Probailistic coherence of topics
CalcTopicModelR2        Calculate the R-squared of a topic model.
Cluster2TopicModel      Represent a document clustering as a topic
                        model
CorrectS                Function to remove some forms of pluralization.
CreateDtm               Convert a character vector to a document term
                        matrix.
CreateTcm               Convert a character vector to a term
                        co-occurence matrix.
DepluralizeDtm          Run the CorrectS function on columns of a
                        document term matrix.
Dtm2Docs                Convert a DTM to a Character Vector of
                        documents
Dtm2Tcm                 Turn a document term matrix into a term
                        co-occurence matrix
Files2Vec               Function for reading text files into R
FitCtmModel             Fit a Correlated Topic Model
FitLdaModel             Fit a topic model using Latent Dirichlet
                        Allocation
FitLsaModel             Fit a topic model using Latent Semantic
                        Analysis
FormatRawLdaOutput      Format Raw Output from
                        'lda.collapsed.gibbs.sampler'
GetPhiPrime             Calculate a matrix whose rows represent
                        P(topic_i|tokens)
GetProbableTerms        Get cluster labels using a "more probable"
                        method of terms
GetTopTerms             Get Top Terms for each topic from a topic model
GetVocabFromDtm         Reconstruct a 'text2vec::vocabulary' object
                        from a document term matrix.
HellDist                Hellinger Distance
JSD                     Jensen-Shannon Divergence
LabelTopics             Get some topic labels using a "more probable"
                        method of terms
RecursiveRbind          Recursively call rBind from the Matrix package.
TermDocFreq             Get term frequencies and document frequencies
                        from a document term matrix.
TmParallelApply         An OS-independent parallel version of 'lapply'
Vec2Dtm                 Convert a character vector to a document term
                        matrix of class Matrix.
nih                     Abstracts and metadata from NIH research grants
                        awarded in 2014
