text: Analyses of Text using Transformers Models from HuggingFace, Natural Language Processing and Machine Learning
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: | 1.3.0 |
| Depends: | R (≥ 4.00) |
| Imports: | topics, dplyr, tibble, stringi, tidyr, ggplot2, ggrepel, cowplot, rlang, purrr, magrittr, parsnip, recipes (≥ 0.1.16), rsample, reticulate, tune, workflows, yardstick, future, furrr |
| Suggests: | knitr, rmarkdown, testthat, rio, glmnet, randomForest, overlapping, covr, xml2, ranger, utils, ggwordcloud, reactable, osfr |
| Published: | 2024-12-05 |
| 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 |
Documentation:
| Reference manual: | text.pdf |
| Vignettes: |
LBAM (source, R code) Word_Embeddings (source, R code) Computer_Capacity (source, R code) Extended Installation Guide (source, R code) implicitmotives_tutorial (source, R code) lbam_tutorial (source, R code) Pre-registration (source, R code) psychological_methods (source, R code) Removing_Cache_Files (source, R code) Singularity_Container (source, R code) text (source, R code) |
Downloads:
| Package source: | text_1.3.0.tar.gz |
| Windows binaries: | r-devel: text_1.3.0.zip, r-release: text_1.3.0.zip, r-oldrel: text_1.3.0.zip |
| macOS binaries: | r-release (arm64): text_1.3.0.tgz, r-oldrel (arm64): text_1.3.0.tgz, r-release (x86_64): text_1.3.0.tgz, r-oldrel (x86_64): text_1.3.0.tgz |
| Old sources: | text archive |
Reverse dependencies:
| Reverse imports: | PsychWordVec |
| Reverse suggests: | FMAT, topics |
Linking:
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