This package is considered a duplicate. The official version of this package is found at:https://koheiw.r-universe.dev/wordvector

Package: wordvector 0.6.6

Kohei Watanabe

wordvector: Word and Document Vector Models

Create dense vector representation of words and documents using 'quanteda'. Implements Word2vec (Mikolov et al., 2013) <doi:10.48550/arXiv.1310.4546>, Doc2vec (Le & Mikolov, 2014) <doi:10.48550/arXiv.1405.4053> and Latent Semantic Analysis (Deerwester et al., 1990) <doi:10.1002/(SICI)1097-4571(199009)41:6%3C391::AID-ASI1%3E3.0.CO;2-9>.

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

# Install 'wordvector' in R:

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

Uses libs:

Datasets:

On CRAN:

Last updated from:fa3223da43. Checks:10 OK. Indexed: no.

Target	Result	Time
linux-devel-arm64	OK	148
linux-devel-x86_64	OK	178
source / vignettes	OK	238
linux-release-arm64	OK	145
linux-release-x86_64	OK	204
windows-devel-arm64	OK	260
windows-devel-x86_64	OK	197
windows-release-arm64	OK	255
windows-release-x86_64	OK	178
wasm-release	OK	116

Help page	Topics
Convert formula to named character vector	analogy
Extract word or document vectors	as.matrix.textmodel_doc2vec as.matrix.textmodel_word2vec
Create a doc2vec model	as.textmodel_doc2vec
Create a word2vec model	as.textmodel_word2vec
Yahoo News summaries from 2014	data_corpus_news2014
Generic function to extract probabilities	probability
Compute probability of words	probability.textmodel_wordvector
Generic function to extract similarities	similarity
Compute similarity between word or document vectors	similarity.textmodel_wordvector
Doc2vec model	textmodel_doc2vec
Latent Semantic Analysis model	textmodel_lsa
Word2vec model	textmodel_word2vec