R: Get the word vectors of a word2vec model

as.matrix.word2vec {word2vec}

R Documentation

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)

[Package word2vec version 0.3.4 Index]