word2vec: as.matrix.word2vec – R documentation

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as.matrix.word2vec

Get the word vectors of a word2vec model

Get the word vectors of a word2vec model as a dense matrix.

## S3 method for class 'word2vec'
as.matrix(x, encoding = "UTF-8", ...)

`x`	a word2vec model as returned by `word2vec` or `read.word2vec`
`encoding`	set the encoding of the row names to the specified encoding. Defaults to 'UTF-8'.
`...`	not used

a matrix with the word vectors where the rownames are the words from the model vocabulary

path  <- system.file(package = "word2vec", "models", "example.bin")
model <- read.word2vec(path)

embedding <- as.matrix(model)

Distributed Representations of Words

v0.3.3

Apache License (>= 2.0)

Authors

Jan Wijffels [aut, cre, cph] (R wrapper), BNOSAC [cph] (R wrapper), Max Fomichev [ctb, cph] (Code in src/word2vec)

Initial release