h2o.toFrame function

Convert a word2vec model into an H2OFrame

Convert a word2vec model into an H2OFrame

Converts a given word2vec model into an H2OFrame. The frame represents learned word embeddings

h2o.toFrame(word2vec)

Arguments

  • word2vec: A word2vec model.

Examples

## Not run: h2o.init() # Build a dummy word2vec model data <- as.character(as.h2o(c("a", "b", "a"))) w2v_model <- h2o.word2vec(data, sent_sample_rate = 0, min_word_freq = 0, epochs = 1, vec_size = 2) # Transform words to vectors and return average vector for each sentence h2o.toFrame(w2v_model) # -> Frame made of 2 rows and 2 columns ## End(Not run)
  • Maintainer: Tomas Fryda
  • License: Apache License (== 2.0)
  • Last published: 2024-01-11