Extract word or document vectors — as.matrix.textmodel_doc2vec • wordvector

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.