Extract word or document vectors — as.matrix.textmodel

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

# 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", ...)

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 = "word".
...: not used.

Value

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