Other packages > Find by keyword >

text  

Analyses of Text using Transformers Models from HuggingFace, Natural Language Processing and Machine Learning
View on CRAN: Click here


Download and install text package within the R console
Install from CRAN:
install.packages("text")

Install from Github:
library("remotes")
install_github("cran/text")

Install by package version:
library("remotes")
install_version("text", "1.9")



Attach the package and use:
library("text")
Maintained by
Oscar Kjell
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-11-23
Latest Update: 2025-07-22
Description:
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>.
How to cite:
Oscar Kjell (2020). text: Analyses of Text using Transformers Models from HuggingFace, Natural Language Processing and Machine Learning. R package version 1.9, https://cran.r-project.org/web/packages/text. Accessed 28 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:12), 0.9.0 (2020-11-23 10:30), 0.9.10 (2020-12-14 10:50), 0.9.50 (2022-02-13 00:10), 0.9.90 (2022-05-30 13:20), 0.9.99.2 (2022-09-21 00:00), 1.0 (2023-08-09 18:40), 1.2.0 (2024-02-13 21:51), 1.2.1 (2024-04-23 02:00), 1.2.3 (2024-07-29 11:20), 1.3.0 (2024-12-05 10:10), 1.4 (2025-03-18 14:00), 1.5 (2025-05-02 14:00), 1.6 (2025-07-22 16:32), 1.7.0 (2025-09-01 10:00), 1.8.0 (2026-01-08 12:50), 1.8.1 (2026-02-16 11:00)
Other packages that cited text R package
View text citation profile
Other R packages that text depends, imports, suggests or enhances
Complete documentation for text
Functions, R codes and Examples using the text R package
Some associated functions: DP_projections_HILS_SWLS_100 . Language_based_assessment_data_3_100 . Language_based_assessment_data_8 . PC_projections_satisfactionwords_40 . centrality_data_harmony . find_textrpp . find_textrpp_env . raw_embeddings_1 . textCentrality . textCentralityPlot . textClassify . textDescriptives . textDimName . textDistance . textDistanceMatrix . textDistanceNorm . textEmbed . textEmbedLayerAggregation . textEmbedRawLayers . textEmbedReduce . textEmbedStatic . textFineTuneTask . textGeneration . textModelLayers . textModels . textModelsRemove . textNER . textPCA . textPCAPlot . textPlot . textPredict . textPredictAll . textPredictTest . textProjection . textProjectionPlot . textQA . textSimilarity . textSimilarityMatrix . textSimilarityNorm . textSum . textTokenize . textTrain . textTrainLists . textTrainRandomForest . textTrainRegression . textTranslate . textWordPrediction . textZeroShot . textrpp_initialize . textrpp_install . textrpp_uninstall . word_embeddings_4 . 
Some associated R codes: 0_0_1_text_initialize.R . 0_0_text_install.R . 0_1_globals.R . 0_2_privateFunctions.R . 0_3_textModels.R . 1_0_textDescriptives.R . 1_1_textEmbed.R . 1_2_textEmbedStatic.R . 1_3_textEmbedReduce.R . 2_1_textTrain.R . 2_2_textTrainRegression.R . 2_3_textTrainRandomForest.R . 2_4_textPredict.R . 3_1_textSimilarity.R . 4_0_textPlot.R . 4_1_textPlotCentrality.R . 4_2_textPlotPCA.R . 4_3_textPlotProjection.R . 4_4_textPlotWordPrediction.R . 5_1_textClassify.R . 5_2_textGeneration.R . 5_3_textNER.R . 5_4_textSum.R . 5_5_textQA.R . 5_6_textTranslate.R . 5_7_textZeroShot.R . 6_1_textFineTune.R . ExampleDataDescription.R . zzz.R .  Full text package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

NPHazardRate  
Nonparametric Hazard Rate Estimation
Provides functions and examples for histogram, kernel (classical, variable bandwidth and transformat ...
Download / Learn more Package Citations See dependency  
msamp  
Estimate Sample Size to Detect Bacterial Contamination in a Product Lot
Estimates the sample size needed to detect microbial contamination in a lot with a user-specified d ...
Download / Learn more Package Citations See dependency  
ncdf4  
Interface to Unidata netCDF (Version 4 or Earlier) Format Data Files
Provides a high-level R interface to data files written using Unidata's netCDF library (version 4 or ...
Download / Learn more Package Citations See dependency  
cats  
Cohort Platform Trial Simulation
Cohort plAtform Trial Simulation whereby every cohort consists of two arms, control and experimenta ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA