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Link R with Transformers from Hugging Face to transform text variables to word embeddings; where the word embeddings are used to statistically test the mean difference between set of texts, compute semantic similarity scores between texts, predict numerical variables, and visual statistically significant words according to various dimensions etc. For more information see <https://www.r-text.org>.
Version: | 1.2.3 |
Depends: | R (≥ 4.00) |
Imports: | dplyr, tibble, stringi, tidyr, ggplot2, ggrepel, cowplot, rlang, purrr, magrittr, parsnip, recipes (≥ 0.1.16), rsample, reticulate, tune, workflows, yardstick, future, furrr, overlapping |
Suggests: | knitr, rmarkdown, testthat, rio, glmnet, randomForest, covr, xml2, ranger, utils, ggwordcloud, reactable, osfr |
Published: | 2024-07-29 |
DOI: | 10.32614/CRAN.package.text |
Author: | Oscar Kjell [aut, cre], Salvatore Giorgi [aut], Andrew Schwartz [aut] |
Maintainer: | Oscar Kjell <oscar.kjell at psy.lu.se> |
BugReports: | https://github.com/OscarKjell/text/issues/ |
License: | GPL-3 |
URL: | https://r-text.org/, https://github.com/OscarKjell/text/ |
NeedsCompilation: | no |
SystemRequirements: | Python (>= 3.6.0) |
Citation: | text citation info |
Materials: | README NEWS |
CRAN checks: | text results |
Package source: | text_1.2.3.tar.gz |
Windows binaries: | r-devel: text_1.2.3.zip, r-release: text_1.2.3.zip, r-oldrel: text_1.2.3.zip |
macOS binaries: | r-release (arm64): text_1.2.3.tgz, r-oldrel (arm64): text_1.2.3.tgz, r-release (x86_64): text_1.2.3.tgz, r-oldrel (x86_64): text_1.2.3.tgz |
Old sources: | text archive |
Reverse imports: | PsychWordVec |
Reverse suggests: | FMAT |
Please use the canonical form https://CRAN.R-project.org/package=text 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.