as.matrix: Extract word or document vectors

In wordvector: Word and Document Vector Models

Extract word or document vectors

Description

Extract word or document vectors from a textmodel_word2vec or textmodel_doc2vec object.

Usage

## S3 method for class 'textmodel_doc2vec'
as.matrix(
  x,
  normalize = TRUE,
  layer = c("documents", "words"),
  group = FALSE,
  ...
)

## S3 method for class 'textmodel_word2vec'
as.matrix(x, normalize = TRUE, layer = "words", padding = FALSE, ...)

Arguments

x	a textmodel_word2vec or textmodel_doc2vec object.
normalize	if TRUE, returns normalized vectors.
layer	the layer from which the vectors are extracted.
group	[experimental] average sentence or paragraph vectors from the same document. Silently ignored when layer = "words".
...	not used.
padding	if TRUE, add a row with zeros before the word vectors.

Value

a matrix that contain the word or document vectors in rows.

wordvector documentation built on July 28, 2026, 5:09 p.m.