h2o (version 3.10.5.3)

h2o.toFrame: Converts a given word2vec model into H2OFrame. The frame represents learned word embeddings

Description

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

Usage

h2o.toFrame(word2vec)

Arguments

word2vec

A word2vec model.

Examples

Run this code

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

Run the code above in your browser using DataCamp Workspace