Package: word2vec 0.4.1

Jan Wijffels

word2vec: Distributed Representations of Words

Learn vector representations of words by continuous bag of words and skip-gram implementations of the 'word2vec' algorithm. The techniques are detailed in the paper "Distributed Representations of Words and Phrases and their Compositionality" by Mikolov et al. (2013), available at <doi:10.48550/arXiv.1310.4546>.

Authors:Jan Wijffels [aut, cre, cph], Kohei Watanabe [aut], BNOSAC [cph], Max Fomichev [ctb, cph]

word2vec_0.4.1.tar.gz
word2vec_0.4.1.zip(r-4.7-x86_64)word2vec_0.4.1.zip(r-4.7-arm64)word2vec_0.4.1.zip(r-4.6-x86_64)word2vec_0.4.1.zip(r-4.6-arm64)word2vec_0.4.1.zip(r-4.5-x86_64)
word2vec_0.4.1.tgz(r-4.6-x86_64)word2vec_0.4.1.tgz(r-4.6-arm64)word2vec_0.4.1.tgz(r-4.5-x86_64)word2vec_0.4.1.tgz(r-4.5-arm64)
word2vec_0.4.1.tar.gz(r-4.7-arm64)word2vec_0.4.1.tar.gz(r-4.7-x86_64)word2vec_0.4.1.tar.gz(r-4.6-arm64)word2vec_0.4.1.tar.gz(r-4.6-x86_64)
word2vec_0.4.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
word2vec/json (API)

# Install 'word2vec' in R:

install.packages('word2vec', repos = c('https://bnosac.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/bnosac/word2vec/issues

Uses libs:

c++– GNU Standard C++ Library v3

On CRAN:

embeddings natural-language-processing word2vec cpp

8.55 score 73 stars 7 packages 320 scripts 1.4k downloads 413 mentions 7 exports 2 dependencies

Last updated from:0b7ee12d42. Checks:15 OK. Indexed: yes.

Target	Result	Time
linux-devel-arm64	OK	169
linux-devel-x86_64	OK	141
source / vignettes	OK	175
linux-release-arm64	OK	136
linux-release-x86_64	OK	130
macos-release-arm64	OK	170
macos-release-x86_64	OK	378
macos-oldrel-arm64	OK	140
macos-oldrel-x86_64	OK	286
windows-devel-arm64	OK	248
windows-devel-x86_64	OK	194
windows-release-arm64	OK	223
windows-release-x86_64	OK	151
windows-oldrel-x86_64	OK	129
wasm-release	OK	108

Exports:doc2vec read.word2vec read.wordvectors txt_clean_word2vec word2vec word2vec_similarity write.word2vec

Dependencies:Rcpp RcppProgress

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Get the word vectors of a word2vec model	as.matrix.word2vec
Get document vectors based on a word2vec model	doc2vec
Predict functionalities for a word2vec model	predict.word2vec
Read a binary word2vec model from disk	read.word2vec
Read word vectors from a word2vec model from disk	read.wordvectors
Text cleaning specific for input to word2vec	txt_clean_word2vec
Train a word2vec model on text	word2vec
Similarity between word vectors as used in word2vec	word2vec_similarity
Train a word2vec model on text	word2vec.character
Train a word2vec model on text	word2vec.list
Save a word2vec model to disk	write.word2vec