Package: ldaPrototype
Type: Package
Title: Prototype of Multiple Latent Dirichlet Allocation Runs
Version: 0.3.2
Date: 2026-02-16
Authors@R: person("Jonas", "Rieger", email="jonas.rieger@tu-dortmund.de", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-0007-4478"))
Description: Determine a Prototype from a number of runs of Latent
        Dirichlet Allocation (LDA) measuring its similarities with
        S-CLOP: A procedure to select the LDA run with highest mean
        pairwise similarity, which is measured by S-CLOP (Similarity of
        multiple sets by Clustering with Local Pruning), to all other
        runs. LDA runs are specified by its assignments leading to
        estimators for distribution parameters. Repeated runs lead to
        different results, which we encounter by choosing the most
        representative LDA run as prototype.
URL: https://github.com/JonasRieger/ldaPrototype
BugReports: https://github.com/JonasRieger/ldaPrototype/issues
License: GPL (>= 3)
Encoding: UTF-8
Depends: R (>= 3.5.0)
Imports: batchtools (>= 0.9.11), checkmate (>= 1.8.5), colorspace (>=
        1.4-1), data.table (>= 1.11.2), dendextend, fs (>= 1.2.0),
        parallelly, lda (>= 1.4.2), parallelMap, progress (>= 1.1.1),
        stats, utils
Suggests: covr, RColorBrewer (>= 1.1-2), testthat, tosca
RoxygenNote: 7.3.3
LazyData: true
Config/pak/sysreqs: cmake make libicu-dev libuv1-dev
Repository: https://jonasrieger.r-universe.dev
Date/Publication: 2026-02-16 11:18:30 UTC
RemoteUrl: https://github.com/jonasrieger/ldaprototype
RemoteRef: HEAD
RemoteSha: 367585388359a36264dd07028e398eaf78bd8aed
NeedsCompilation: no
Packaged: 2026-07-16 06:38:57 UTC; root
Author: Jonas Rieger [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-0007-4478>)
Maintainer: Jonas Rieger <jonas.rieger@tu-dortmund.de>