Type: Package
Package: tidylda
Title: Latent Dirichlet Allocation Using 'tidyverse' Conventions
Version: 0.1.1.999
Authors@R: 
    c(
    person(given = "Tommy",
           family = "Jones",
           role = c("aut", "cre"),
           email = "jones.thos.w@gmail.com",
           comment = c(ORCID = "0000-0001-6457-2452")
           ),
    person("Brendan", "Knapp", 
           email = "brendan.g.knapp@gmail.com", 
           role = "ctb",
           comment = c(ORCID = "0000-0003-3284-4972")
           ),
    person(given = "Barum",
           family = "Park",
           role = c("ctb"),
           email = "baruuum@gmail.com"
           )
    )
Description: Implements an algorithm for Latent Dirichlet Allocation
        (LDA), Blei et al. (2003)
        <https://www.jmlr.org/papers/volume3/blei03a/blei03a.pdf>,
        using style conventions from the 'tidyverse', Wickham et al.
        (2019)<doi:10.21105/joss.01686>, and 'tidymodels', Kuhn et
        al.<https://tidymodels.github.io/model-implementation-principles/>.
        Fitting is done via 'warpLDA', a Metropolis-Hastings sampler,
        Chen et al. (2016) <doi:10.48550/arXiv.1510.08628>. Also
        implements several novel features for LDA such as guided models
        and transfer learning.
License: MIT + file LICENSE
URL: https://github.com/TommyJones/tidylda/
BugReports: https://github.com/TommyJones/tidylda/issues
Depends: R (>= 3.5.0)
Imports: dplyr, generics, gtools, Matrix, methods, mvrsquared (>=
        0.1.0), Rcpp (>= 1.0.2), rlang, stats, stringr, tibble, tidyr,
        tidytext
Suggests: ggplot2, knitr, parallel, quanteda, testthat, tm, slam,
        spelling, covr, rmarkdown
LinkingTo: Rcpp, RcppArmadillo, RcppProgress, RcppThread (>= 2.1.3)
Encoding: UTF-8
Language: en-US
LazyData: true
VignetteBuilder: knitr
Config/roxygen2/version: 8.0.0
Config/pak/sysreqs: libicu-dev
Repository: https://tommyjones.r-universe.dev
Date/Publication: 2026-09-10 16:11:38 UTC
RemoteUrl: https://github.com/tommyjones/tidylda
RemoteRef: HEAD
RemoteSha: 92296240af247ba1a32171b9b6aec3ba85d06b00
NeedsCompilation: yes
Packaged: 2026-10-11 15:50:00 UTC; root
Author: Tommy Jones [aut, cre] (ORCID: <https://orcid.org/0000-0001-6457-2452>),
  Brendan Knapp [ctb] (ORCID: <https://orcid.org/0000-0003-3284-4972>),
  Barum Park [ctb]
Maintainer: Tommy Jones <jones.thos.w@gmail.com>