h2o.toFrame

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Convert a word2vec model into an H2OFrame

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

Usage
h2o.toFrame(word2vec)
Arguments
word2vec

A word2vec model.

Aliases
  • h2o.toFrame
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
# }
Documentation reproduced from package h2o, version 3.22.1.1, License: Apache License (== 2.0)

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