wordvector: Word and Document Vector Models

Create dense vector representation of words and documents using 'quanteda'. Currently implements Word2vec (Mikolov et al., 2013) <doi:10.48550/arXiv.1310.4546> 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>.

Getting started

Package details

AuthorKohei Watanabe [aut, cre, cph] (<https://orcid.org/0000-0001-6519-5265>), Jan Wijffels [aut] (Original R code), BNOSAC [cph] (Original R code), Max Fomichev [ctb, cph] (Original C++ code)
MaintainerKohei Watanabe <watanabe.kohei@gmail.com>
LicenseApache License (>= 2.0)
Version0.3.0
URL https://github.com/koheiw/wordvector
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("wordvector")

Try the wordvector package in your browser

Any scripts or data that you put into this service are public.

wordvector documentation built on April 12, 2025, 2:23 a.m.