Package: intRinsic
Title: Likelihood-Based Intrinsic Dimension Estimators
Version: 1.1.2
Authors@R: c(
    person("Francesco", "Denti", ,"francescodenti.personal@gmail.com", 
    role = c("aut", "cre", "cph"),
    comment = c(ORCID = "0000-0003-2978-4702")),
    person("Andrea", "Gilardi", ,"andrea.gilardi@unimib.it", 
    role = "aut",
    comment = c(ORCID = "0000-0002-9424-7439"))
  )
Maintainer: Francesco Denti <francescodenti.personal@gmail.com>
Description: Provides functions to estimate the intrinsic dimension of
        a dataset via likelihood-based approaches. Specifically, the
        package implements the 'TWO-NN' and 'Gride' estimators and the
        'Hidalgo' Bayesian mixture model. In addition, the first
        reference contains an extended vignette on the usage of the
        'TWO-NN' and 'Hidalgo' models. References: Denti (2023,
        <doi:10.18637/jss.v106.i09>); Allegra et al. (2020,
        <doi:10.1038/s41598-020-72222-0>); Denti et al. (2022,
        <doi:10.1038/s41598-022-20991-1>); Facco et al. (2017,
        <doi:10.1038/s41598-017-11873-y>); Santos-Fernandez et al.
        (2021, <doi:10.1038/s41598-022-20991-1>).
License: MIT + file LICENSE
URL: https://github.com/Fradenti/intRinsic
BugReports: https://github.com/fradenti/intRinsic/issues
Depends: R (>= 4.2.0)
Imports: dplyr, FNN, ggplot2, knitr, Rcpp, reshape2, rlang, stats,
        utils, salso
LinkingTo: Rcpp, RcppArmadillo
NeedsCompilation: yes
ByteCompile: true
Encoding: UTF-8
RoxygenNote: 7.3.3
Config/pak/sysreqs: libicu-dev libclang-dev
Repository: https://fradenti.r-universe.dev
Date/Publication: 2025-12-17 14:16:45 UTC
RemoteUrl: https://github.com/fradenti/intrinsic
RemoteRef: HEAD
RemoteSha: ae926a618e6a044cb55fde1f099a50d48549b0ed
Packaged: 2026-10-13 09:12:19 UTC; root
Author: Francesco Denti [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0003-2978-4702>),
  Andrea Gilardi [aut] (ORCID: <https://orcid.org/0000-0002-9424-7439>)