Package: rollinglda
Type: Package
Title: Construct Consistent Time Series from Textual Data
Version: 0.1.3
Date: 2023-11-27
Authors@R: person("Jonas", "Rieger", email="jonas.rieger@tu-dortmund.de", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-0007-4478"))
Description: A rolling version of the Latent Dirichlet Allocation, see
        Rieger et al. (2021) <doi:10.18653/v1/2021.findings-emnlp.201>.
        By a sequential approach, it enables the construction of
        LDA-based time series of topics that are consistent with
        previous states of LDA models. After an initial modeling,
        updates can be computed efficiently, allowing for real-time
        monitoring and detection of events or structural breaks.
URL: https://github.com/JonasRieger/rollinglda
BugReports: https://github.com/JonasRieger/rollinglda/issues
License: GPL (>= 3)
Encoding: UTF-8
Depends: R (>= 4.0.0), ldaPrototype (>= 0.3.0)
Imports: checkmate (>= 1.8.5), data.table (>= 1.11.2), lubridate,
        stats, tosca (>= 0.2-0), utils
Suggests: covr, testthat
RoxygenNote: 7.2.0
LazyData: true
Config/pak/sysreqs: cmake make libicu-dev libuv1-dev libxml2-dev
        libssl-dev
Repository: https://jonasrieger.r-universe.dev
Date/Publication: 2023-11-27 12:26:06 UTC
RemoteUrl: https://github.com/jonasrieger/rollinglda
RemoteRef: HEAD
RemoteSha: b249e2a8efe14b223ea37ae2017e48d63415eb38
NeedsCompilation: yes
Packaged: 2026-07-16 06:25:54 UTC; root
Author: Jonas Rieger [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-0007-4478>)
Maintainer: Jonas Rieger <jonas.rieger@tu-dortmund.de>