Cosine

Return the position of n (by default n = 10) neighbors of word and their cosine similarities.

cosine(model, word, n = 10L)

# S3 method for wordvectors
cosine(model, word, n = 10L)

Arguments

model	A model as returned by word_vectors.
word	The word to extract.
n	Number of neightbours to return.

Value

A tibble of word index and their cosine.

Examples

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

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

# train model
model_path <- word2vec(macbeth)

# get word vectors
model <- word_vectors(model_path)

# neighbours of macbeth and their cosine
cosine(model, "macbeth", 20L)
# }