Package: salso
Type: Package
Title: Search Algorithms and Loss Functions for Bayesian Clustering
Version: 0.3.79
Authors@R: c(person(given = "David B.", family = "Dahl", role = c("aut", "cre"), email = "dahl@stat.byu.edu", comment = c(ORCID = "0000-0002-8173-1547")),
    person(given = "Devin J.", family = "Johnson", role = c("aut"), email = "devin.j.johnson7@gmail.com", comment = c(ORCID = "0000-0003-2619-6649")),
    person(given = "Peter", family = "Müller", role = c("aut"), email = "pmueller@math.utexas.edu"),
    person(given = "Andrés Felipe", family = "Barrientos", role = c("aut"), email = "abarrientos@fsu.edu"),
    person(given = "Garritt", family = "Page", role = c("aut"), email = "page@stat.byu.edu"),
    person(given = "David", family = "Dunson", role = c("aut"), email = "dunson@duke.edu"),
    person(given = "Authors of the dependency Rust crates", role = "ctb", comment = "see inst/AUTHORS file for details"))
Description: The SALSO algorithm is an efficient randomized greedy
        search method to find a point estimate for a random partition
        based on a loss function and posterior Monte Carlo samples. The
        algorithm is implemented for many loss functions, including the
        Binder loss and a generalization of the variation of
        information loss, both of which allow for unequal weights on
        the two types of clustering mistakes. Efficient implementations
        are also provided for Monte Carlo estimation of the posterior
        expected loss of a given clustering estimate. See Dahl,
        Johnson, Müller (2022) <doi:10.1080/10618600.2022.2069779>.
License: MIT + file LICENSE | Apache License 2.0
URL: https://github.com/dbdahl/salso
BugReports: https://github.com/dbdahl/salso/issues
Depends: R (>= 4.3)
SystemRequirements: Cargo (Rust's package manager), rustc (>= 1.85.1)
Encoding: UTF-8
LazyData: TRUE
Roxygen: list(markdown = TRUE)
Config/Roxido/TemplateVersion: 26.09.24.14.30
Config/Roxido/MinCLIVersion: 0.8.0
Config/roxygen2/version: 8.1.0
Config/pak/sysreqs: libclang-dev
Repository: https://dbdahl.r-universe.dev
Date/Publication: 2026-09-24 20:45:58 UTC
RemoteUrl: https://github.com/dbdahl/salso
RemoteRef: HEAD
RemoteSha: f8395c29b36186b5d1bb63e1106b2ff8029afa19
RemoteSubdir: salso
NeedsCompilation: yes
Packaged: 2026-09-24 22:28:10 UTC; root
Author: David B. Dahl [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-8173-1547>),
  Devin J. Johnson [aut] (ORCID: <https://orcid.org/0000-0003-2619-6649>),
  Peter Müller [aut],
  Andrés Felipe Barrientos [aut],
  Garritt Page [aut],
  David Dunson [aut],
  Authors of the dependency Rust crates [ctb] (see inst/AUTHORS file for
    details)
Maintainer: David B. Dahl <dahl@stat.byu.edu>