Package: quanteda.textmodels
Type: Package
Title: Scaling Models and Classifiers for Textual Data
Version: 0.9.10
Description: Scaling models and classifiers for sparse matrix objects
        representing textual data in the form of a document-feature
        matrix.  Includes original implementations of 'Laver',
        'Benoit', and Garry's (2003) <doi:10.1017/S0003055403000698>,
        'Wordscores' model, the Perry and 'Benoit' (2017)
        <doi:10.48550/arXiv.1710.08963> class affinity scaling model,
        and the 'Slapin' and 'Proksch' (2008)
        <doi:10.1111/j.1540-5907.2008.00338.x> 'wordfish' model, as
        well as methods for correspondence analysis, latent semantic
        analysis, and fast Naive Bayes and linear 'SVMs' specially
        designed for sparse textual data.
Authors@R: c( 
    person("Kenneth", "Benoit", email = "kbenoit@quanteda.org", role = c("cre", "aut", "cph"), comment = c(ORCID = "0000-0002-0797-564X")), 
    person("Kohei", "Watanabe", email = "watanabe.kohei@gmail.com", role = "aut", comment = c(ORCID = "0000-0001-6519-5265")), 
    person("Haiyan", "Wang", email = "whyinsa@yahoo.com", role = "aut", comment = c(ORCID = "0000-0003-4992-4311")),
    person("Patrick O.", "Perry", email = "patperry@gmail.com", role = "aut", comment = c(ORCID = "0000-0001-7460-127X")),
    person("Benjamin", "Lauderdale", email = "b.e.lauderdale@lse.ac.uk", role = "aut", comment = c(ORCID = "0000-0003-3090-0969")),    
    person("Johannes", "Gruber", email = "JohannesB.Gruber@gmail.com", role = "aut", comment = c(ORCID = "0000-0001-9177-1772")),
    person("William", "Lowe", email = "lowe@hertie-school.org", role = "aut", comment = c(ORCID = "0000-0002-1549-6163")),
    person("Vikas", "Sindhwani", email = "vikas.sindhwani@gmail.com", role = "cph", 
           comment = "authored svmlin C++ source code"),
    person("European Research Council", role = "fnd", comment = "ERC-2011-StG 283794-QUANTESS")
    )
Depends: R (>= 3.1.0), methods
Imports: glmnet, Matrix (>= 1.2), quanteda (>= 4.0.0), RSpectra, Rcpp
        (>= 0.12.12), stringi
Suggests: ca, covr, fastNaiveBayes, knitr, lsa, microbenchmark,
        naivebayes, quanteda.textplots, spelling, testthat, rmarkdown
LinkingTo: Rcpp, RcppArmadillo (>= 0.7.600.1.0), quanteda
URL: https://github.com/quanteda/quanteda.textmodels
License: GPL-3
Encoding: UTF-8
LazyData: true
Language: en-GB
RoxygenNote: 7.3.2
Roxygen: list(markdown = TRUE)
Collate: 'RcppExports.R' 'quanteda.textmodels-package.R'
        'data-documentation.R' 'textmodel-methods.R'
        'textmodel_affinity.R' 'textmodel_ca.R' 'textmodel_lsa.R'
        'textmodel_lr.R' 'textmodel_nb.R' 'textmodel_svmlin.R'
        'textmodel_wordfish.R' 'textmodel_wordscores.R'
        'textplot_influence.R' 'utils.R'
VignetteBuilder: knitr
Config/pak/sysreqs: libicu-dev libxml2-dev
Repository: https://quanteda.r-universe.dev
Date/Publication: 2025-02-10 19:36:45 UTC
RemoteUrl: https://github.com/quanteda/quanteda.textmodels
RemoteRef: HEAD
RemoteSha: 77a137ade914962aaa2a4ac773f8438eda5951f3
NeedsCompilation: yes
Packaged: 2026-07-23 11:16:43 UTC; root
Author: Kenneth Benoit [cre, aut, cph] (ORCID:
    <https://orcid.org/0000-0002-0797-564X>),
  Kohei Watanabe [aut] (ORCID: <https://orcid.org/0000-0001-6519-5265>),
  Haiyan Wang [aut] (ORCID: <https://orcid.org/0000-0003-4992-4311>),
  Patrick O. Perry [aut] (ORCID: <https://orcid.org/0000-0001-7460-127X>),
  Benjamin Lauderdale [aut] (ORCID:
    <https://orcid.org/0000-0003-3090-0969>),
  Johannes Gruber [aut] (ORCID: <https://orcid.org/0000-0001-9177-1772>),
  William Lowe [aut] (ORCID: <https://orcid.org/0000-0002-1549-6163>),
  Vikas Sindhwani [cph] (authored svmlin C++ source code),
  European Research Council [fnd] (ERC-2011-StG 283794-QUANTESS)
Maintainer: Kenneth Benoit <kbenoit@quanteda.org>