Package: fangs
Title: Feature Allocation Neighborhood Greedy Search Algorithm
Version: 0.2.13
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 = "R. Jacob", family = "Andros", role = c("aut"), email = "androsrj@gmail.com", comment = c(ORCID = "0000-0002-1289-385X")),
    person(given = "Devin J.", family = "Johnson", role = c("aut"), email = "devin.j.johnson7@gmail.com", comment = c(ORCID = "0000-0003-2619-6649")),
    person(given = "Alex", family = "Crichton", email = "alex@alexcrichton.com", role = "cph", comment = "Rust crates: proc-macro2, cfg-if."),
    person(given = "Andrii", family = "Dmytrenko", email = "andrii.dmytrenko@deliveroo.co.uk", role = "cph", comment = "Rust crate: lapjv."),
    person(given = "Brendan", family = "Zabarauskas", email = "bjzaba@yahoo.com.au", role = "cph", comment = "Rust crate: approx."),
    person(given = "David B.", family = "Dahl", email = "dahl@stat.byu.edu", role = "cph", comment = "Rust crates: roxido, roxido_macro."),
    person(given = "David", family = "Tolnay", email = "dtolnay@gmail.com", role = "cph", comment = "Rust crates: syn, proc-macro2, quote, unicode-ident."),
    person(given = "DutchGhost", role = "cph", comment = "Rust crate: matrixmultiply."),
    person(given = "Enthought, Inc.", role = "cph", comment = "Rust crate: ndarray."),
    person(given = "Gilad", family = "Naaman", email = "gilad.naaman@gmail.com", role = "cph", comment = "Rust crate: memoffset."),
    person(given = "Jim", family = "Turner", role = "cph", comment = "Rust crate: ndarray."),
    person(given = "Josh", family = "Stone", email = "cuviper@gmail.com", role = "cph", comment = "Rust crates: rayon, autocfg, rayon-core."),
    person(given = "matrixmultiply authors", role = "cph", comment = "Rust crate: matrixmultiply."),
    person(given = "Melissa", family = "O'Neill", role = "cph", comment = "Rust crate: rand_pcg."),
    person(given = "ndarray developers", role = "cph", comment = "Rust crate: ndarray."),
    person(given = "Niko", family = "Matsakis", email = "niko@alum.mit.edu", role = "cph", comment = "Rust crates: rayon-core, rayon."),
    person(given = "Paul", family = "Dicker", role = "cph", comment = "Rust crate: rand_pcg."),
    person(given = "PCG Project contributors", role = "cph", comment = "Rust crate: rand_pcg."),
    person(given = "Ralf", family = "Jung", role = "cph", comment = "Rust crate: memoffset."),
    person(given = "rawpointer developers", role = "cph", comment = "Rust crate: rawpointer."),
    person(given = "R. Janis", family = "Goldschmidt", role = "cph", comment = "Rust crate: matrixmultiply."),
    person(given = "SciPy Developers", role = "cph", comment = "Rust crate: ndarray."),
    person(given = "scopeguard developers", role = "cph", comment = "Rust crate: scopeguard."),
    person(given = "Sean", family = "McArthur", email = "sean@seanmonstar.com", role = "cph", comment = "Rust crate: num_cpus."),
    person(given = "Stefan", family = "Lankes", role = "cph", comment = "Rust crate: hermit-abi."),
    person(given = "The Cranelift Project Developers", role = "cph", comment = "Rust crate: wasi."),
    person(given = "The Crossbeam Project Developers", role = "cph", comment = "Rust crates: crossbeam-utils, crossbeam-epoch, crossbeam-deque, crossbeam-channel."),
    person(given = "The CryptoCorrosion Contributors", role = "cph", comment = "Rust crates: ppv-lite86, rand_chacha."),
    person(given = "The Go Authors", role = "cph", comment = "Rust crate: crossbeam-channel."),
    person(given = "The Rand Project Developers", role = "cph", comment = "Rust crates: rand_chacha, getrandom, rand_core, rand, rand_pcg."),
    person(given = "The Rust Project Developers", role = "cph", comment = "Rust crates: quote, rayon, crossbeam-channel, rand, num-traits, getrandom, libc, rand_chacha, num-complex, num-integer, rand_core, log."),
    person(given = "Ulrik Sverdrup", family = "\"bluss\"", role = "cph", comment = "Rust crate: scopeguard, matrixmultiply, either, rawpointer, itertools, ndarray."),
    person(given = "Unicode, Inc.", role = "cph", comment = "Rust crate: unicode-ident.")
    )
Description: A neighborhood-based, greedy search algorithm is performed to estimate a feature allocation by minimizing the expected loss based on posterior samples from the feature allocation distribution. The method is currently under peer review but an earlier draft is available in Dahl, Johnson, and Andros (2022+) <doi:10.48550/arXiv.2207.13824>.
License: MIT + file LICENSE | Apache License 2.0
URL: https://github.com/dbdahl/fangs
BugReports: https://github.com/dbdahl/fangs/issues
Depends: R (>= 4.2.0)
SystemRequirements: Cargo (Rust's package manager), rustc (>= 1.65)
Encoding: UTF-8
LazyData: TRUE
RoxygenNote: 7.2.3
NeedsCompilation: yes
Packaged: 2023-07-17 19:13:23 UTC; dahl
Author: David B. Dahl [aut, cre] (<https://orcid.org/0000-0002-8173-1547>),
  R. Jacob Andros [aut] (<https://orcid.org/0000-0002-1289-385X>),
  Devin J. Johnson [aut] (<https://orcid.org/0000-0003-2619-6649>),
  Alex Crichton [cph] (Rust crates: proc-macro2, cfg-if.),
  Andrii Dmytrenko [cph] (Rust crate: lapjv.),
  Brendan Zabarauskas [cph] (Rust crate: approx.),
  David B. Dahl [cph] (Rust crates: roxido, roxido_macro.),
  David Tolnay [cph] (Rust crates: syn, proc-macro2, quote,
    unicode-ident.),
  DutchGhost [cph] (Rust crate: matrixmultiply.),
  Enthought, Inc. [cph] (Rust crate: ndarray.),
  Gilad Naaman [cph] (Rust crate: memoffset.),
  Jim Turner [cph] (Rust crate: ndarray.),
  Josh Stone [cph] (Rust crates: rayon, autocfg, rayon-core.),
  matrixmultiply authors [cph] (Rust crate: matrixmultiply.),
  Melissa O'Neill [cph] (Rust crate: rand_pcg.),
  ndarray developers [cph] (Rust crate: ndarray.),
  Niko Matsakis [cph] (Rust crates: rayon-core, rayon.),
  Paul Dicker [cph] (Rust crate: rand_pcg.),
  PCG Project contributors [cph] (Rust crate: rand_pcg.),
  Ralf Jung [cph] (Rust crate: memoffset.),
  rawpointer developers [cph] (Rust crate: rawpointer.),
  R. Janis Goldschmidt [cph] (Rust crate: matrixmultiply.),
  SciPy Developers [cph] (Rust crate: ndarray.),
  scopeguard developers [cph] (Rust crate: scopeguard.),
  Sean McArthur [cph] (Rust crate: num_cpus.),
  Stefan Lankes [cph] (Rust crate: hermit-abi.),
  The Cranelift Project Developers [cph] (Rust crate: wasi.),
  The Crossbeam Project Developers [cph] (Rust crates: crossbeam-utils,
    crossbeam-epoch, crossbeam-deque, crossbeam-channel.),
  The CryptoCorrosion Contributors [cph] (Rust crates: ppv-lite86,
    rand_chacha.),
  The Go Authors [cph] (Rust crate: crossbeam-channel.),
  The Rand Project Developers [cph] (Rust crates: rand_chacha, getrandom,
    rand_core, rand, rand_pcg.),
  The Rust Project Developers [cph] (Rust crates: quote, rayon,
    crossbeam-channel, rand, num-traits, getrandom, libc, rand_chacha,
    num-complex, num-integer, rand_core, log.),
  Ulrik Sverdrup "bluss" [cph] (Rust crate: scopeguard, matrixmultiply,
    either, rawpointer, itertools, ndarray.),
  Unicode, Inc. [cph] (Rust crate: unicode-ident.)
Maintainer: David B. Dahl <dahl@stat.byu.edu>
Repository: CRAN
Date/Publication: 2023-07-17 19:40:02 UTC
Built: R 4.2.3; x86_64-w64-mingw32; 2023-07-19 23:24:15 UTC; windows
ExperimentalWindowsRuntime: ucrt
Archs: x64
