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>.
| Version: | 0.1.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | quanteda (≥ 4.1.0), methods, stringi, Matrix, proxyC, RSpectra, irlba, rsvd |
| LinkingTo: | Rcpp, quanteda |
| Suggests: | testthat, word2vec, spelling |
| Published: | 2024-12-11 |
| DOI: | 10.32614/CRAN.package.wordvector |
| Author: | Kohei Watanabe 
[aut, cre, cph],
Jan Wijffels [aut] (Original R code),
BNOSAC [cph] (Original R code),
Max Fomichev [ctb, cph] (Original C++ code) |
| Maintainer: | Kohei Watanabe <watanabe.kohei at gmail.com> |
| License: | Apache License (≥ 2.0) |
| URL: | https://github.com/koheiw/wordvector |
| NeedsCompilation: | yes |
| Language: | en-US |
| Materials: | NEWS |
| CRAN checks: | wordvector results |
Documentation:
| Reference manual: | wordvector.pdf |
Downloads:
| Package source: | wordvector_0.1.0.tar.gz |
| Windows binaries: | r-devel: wordvector_0.1.0.zip, r-release: not available, r-oldrel: wordvector_0.1.0.zip |
| macOS binaries: | r-release (arm64): wordvector_0.1.0.tgz, r-oldrel (arm64): wordvector_0.1.0.tgz, r-release (x86_64): wordvector_0.1.0.tgz, r-oldrel (x86_64): wordvector_0.1.0.tgz |
Linking:
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