The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.
Fast and memory-friendly tools for text vectorization, topic modeling (LDA, LSA), word embeddings (GloVe), similarities. This package provides a source-agnostic streaming API, which allows researchers to perform analysis of collections of documents which are larger than available RAM. All core functions are parallelized to benefit from multicore machines.
| Version: | 0.6.4 |
| Depends: | R (≥ 3.6.0), methods |
| Imports: | Matrix (≥ 1.5-2), Rcpp (≥ 1.0.3), R6 (≥ 2.3.0), data.table (≥ 1.9.6), rsparse (≥ 0.3.3.4), stringi (≥ 1.1.5), mlapi (≥ 0.1.0), lgr (≥ 0.2), digest (≥ 0.6.8) |
| LinkingTo: | Rcpp, digest (≥ 0.6.8) |
| Suggests: | magrittr, udpipe (≥ 0.6), glmnet, testthat, covr, knitr, rmarkdown, proxy |
| Published: | 2023-11-09 |
| DOI: | 10.32614/CRAN.package.text2vec |
| Author: | Dmitriy Selivanov [aut, cre, cph], Manuel Bickel [aut, cph] (Coherence measures for topic models), Qing Wang [aut, cph] (Author of the WaprLDA C++ code) |
| Maintainer: | Dmitriy Selivanov <selivanov.dmitriy at gmail.com> |
| BugReports: | https://github.com/dselivanov/text2vec/issues |
| License: | GPL-2 | GPL-3 | file LICENSE [expanded from: GPL (≥ 2) | file LICENSE] |
| URL: | http://text2vec.org |
| NeedsCompilation: | yes |
| Materials: | README NEWS |
| In views: | NaturalLanguageProcessing |
| CRAN checks: | text2vec results |
| Reference manual: | text2vec.pdf |
| Vignettes: |
GloVe Word Embeddings Analyzing Texts with the text2vec Package |
| Package source: | text2vec_0.6.4.tar.gz |
| Windows binaries: | r-devel: text2vec_0.6.4.zip, r-release: text2vec_0.6.4.zip, r-oldrel: text2vec_0.6.4.zip |
| macOS binaries: | r-release (arm64): text2vec_0.6.4.tgz, r-oldrel (arm64): text2vec_0.6.4.tgz, r-release (x86_64): text2vec_0.6.4.tgz, r-oldrel (x86_64): text2vec_0.6.4.tgz |
| Old sources: | text2vec archive |
| Reverse imports: | conText, kgraph, NUSS, occupationMeasurement, PsychWordVec, regtools, text2map, textmineR, ttgsea, wactor, wordsalad |
| Reverse suggests: | aifeducation, fdm2id, lime, oolong, polyglotr, sentiment.ai, textrecipes |
| Reverse enhances: | quanteda |
Please use the canonical form https://CRAN.R-project.org/package=text2vec to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.