fangs: Feature Allocation Neighborhood Greedy Search Algorithm
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 described in Dahl, Johnson, and Andros (2023) "Comparison and Bayesian Estimation of Feature Allocations" <doi:10.1080/10618600.2023.2204136>.
| Version: | 0.2.21 |
| Depends: | R (≥ 4.2.0) |
| Published: | 2025-04-11 |
| DOI: | 10.32614/CRAN.package.fangs |
| Author: | David B. Dahl 
[aut, cre],
R. Jacob Andros
[aut],
Devin J. Johnson
[aut],
Alex Crichton [ctb] (Rust crates: cfg-if, proc-macro2),
Andrii Dmytrenko [ctb] (Rust crate: lapjv),
Brendan Zabarauskas [ctb] (Rust crate: approx),
David B. Dahl [ctb] (Rust crates: roxido, roxido_macro),
David Tolnay [ctb] (Rust crates: proc-macro2, quote, syn,
unicode-ident),
Jim Turner [ctb] (Rust crate: ndarray),
Josh Stone [ctb] (Rust crates: autocfg, rayon, rayon-core),
Niko Matsakis [ctb] (Rust crates: rayon, rayon-core),
R. Janis Goldschmidt [ctb] (Rust crate: matrixmultiply),
The Cranelift Project Developers [ctb] (Rust crate: wasi),
The CryptoCorrosion Contributors [ctb] (Rust crates: ppv-lite86,
rand_chacha),
The Rand Project Developers [ctb] (Rust crates: getrandom, rand,
rand_chacha, rand_core, rand_pcg),
The Rust Project Developers [ctb] (Rust crates: libc, log, num-complex,
num-integer, num-traits, rand, rand_chacha, rand_core),
Ulrik Sverdrup "bluss" [ctb] (Rust crate: ndarray),
bluss [ctb] (Rust crates: either, itertools, matrixmultiply,
rawpointer) fangs author details |
| Maintainer: | David B. Dahl <dahl at stat.byu.edu> |
| BugReports: | https://github.com/dbdahl/fangs-package/issues |
| License: | MIT + file LICENSE | Apache License 2.0 |
| URL: | https://github.com/dbdahl/fangs-package |
| NeedsCompilation: | yes |
| SystemRequirements: | Cargo (Rust's package manager), rustc (>= 1.81.0) |
| Materials: | NEWS INSTALL |
| CRAN checks: | fangs results |
Documentation:
| Reference manual: | fangs.pdf |
Downloads:
| Package source: | fangs_0.2.21.tar.gz |
| Windows binaries: | r-devel: fangs_0.2.21.zip, r-release: fangs_0.2.21.zip, r-oldrel: fangs_0.2.21.zip |
| macOS binaries: | r-release (arm64): fangs_0.2.21.tgz, r-oldrel (arm64): fangs_0.2.21.tgz, r-release (x86_64): fangs_0.2.21.tgz, r-oldrel (x86_64): fangs_0.2.21.tgz |
| Old sources: | fangs archive |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=fangs to link to this page.