BNS                     BNS
Collocations            Collocations model.
GlobalVectors           Creates Global Vectors word-embeddings model.
LatentDirichletAllocation
                        Creates Latent Dirichlet Allocation model.
LatentSemanticAnalysis
                        Latent Semantic Analysis model
RelaxedWordMoversDistance
                        Creates model which can be used for calculation
                        of "relaxed word movers distance".
TfIdf                   TfIdf
as.lda_c                Converts document-term matrix sparse matrix to
                        'lda_c' format
check_analogy_accuracy
                        Checks accuracy of word embeddings on the
                        analogy task
create_dtm              Document-term matrix construction
create_tcm              Term-co-occurence matrix construction
create_vocabulary       Creates a vocabulary of unique terms
distances               Pairwise Distance Matrix Computation
glove                   Fit a GloVe word-embedded model
ifiles                  Creates iterator over text files from the disk
itoken                  Iterators (and parallel iterators) over input
                        objects
movie_review            IMDB movie reviews
normalize               Matrix normalization
perplexity              Perplexity of a topic model
prepare_analogy_questions
                        Prepares list of analogy questions
prune_vocabulary        Prune vocabulary
similarities            Pairwise Similarity Matrix Computation
split_into              Split a vector for parallel processing
text2vec                text2vec
tokenizers              Simple tokenization functions for string
                        splitting
vectorizers             Vocabulary and hash vectorizers
