WordVectors: Word Vectors Reference Class

In news-r/word2vec.r: Implementation of 'Julia' 'Word2vec'

Description

Convert the output of word_vectors into a convenient reference class.

Usage

WordVectors

Format

An object of class R6ClassGenerator of length 24.

Methods

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

• get_vector

• vocabulary

• in_vocabulary

• size

• index

• cosine

• cosine_similar_words

• similarity

• analogy

• analogy_words

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)
wv <- WordVectors$new(model)
wv$get_vector("king")
wv$in_vocabulary("cake")

## End(Not run)

news-r/word2vec.r documentation built on Nov. 4, 2019, 9:41 p.m.