Word Clusters Reference Class

Convert the output of word_clusters into a convenient reference class.

WordClusters

Format

An object of class R6ClassGenerator of length 24.

Methods

All methods applicable to objects of class wordclusters as returned by word_clusters are valid here. See their respective man pages for documentation on their arguments and return values.

• vocabulary

• in_vocabulary

• index

• get_cluster

• clusters

• get_words

Examples

# NOT RUN {
# setup word2vec Julia dependency
setup_word2vec()

# sample corpus
data("macbeth", package = "word2vec.r")

# train model
model_path <- word2clusters(macbeth, classes = 15L)

# get word vectors
model <- word_clusters(model_path)
wc <- WordClusters$new(model)
wc$get_words(4L)
wc$in_vocabulary("cake")
# }