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 currently under peer review but an earlier draft is available in Dahl, Johnson, and Andros (2022+) <doi:10.48550/arXiv.2207.13824>.

Version:	0.2.11
Depends:	R (≥ 4.2.0)
Published:	2023-01-24
Author:	David B. Dahl [aut, cre], R. Jacob Andros [aut], Devin J. Johnson [aut], Alex Crichton [cph] (Rust crates: proc-macro2, cfg-if. See AUTHORS file.), Andrii Dmytrenko [cph] (Rust crate: lapjv. See AUTHORS file.), Brendan Zabarauskas [cph] (Rust crate: approx. See AUTHORS file.), David B. Dahl [cph] (Rust crates: roxido, roxido_macro. See AUTHORS file.), David Tolnay [cph] (Rust crates: syn, proc-macro2, quote, unicode-ident. See AUTHORS file.), DutchGhost [cph] (Rust crate: matrixmultiply. See AUTHORS file.), Enthought, Inc. [cph] (Rust crate: ndarray. See AUTHORS file.), Gilad Naaman [cph] (Rust crate: memoffset. See AUTHORS file.), Jim Turner [cph] (Rust crate: ndarray. See AUTHORS file.), Josh Stone [cph] (Rust crates: rayon, autocfg, rayon-core. See AUTHORS file.), matrixmultiply authors [cph] (Rust crate: matrixmultiply. See AUTHORS file.), Melissa O'Neill [cph] (Rust crate: rand_pcg. See AUTHORS file.), ndarray developers [cph] (Rust crate: ndarray. See AUTHORS file.), Niko Matsakis [cph] (Rust crates: rayon-core, rayon. See AUTHORS file.), Paul Dicker [cph] (Rust crate: rand_pcg. See AUTHORS file.), PCG Project contributors [cph] (Rust crate: rand_pcg. See AUTHORS file.), Ralf Jung [cph] (Rust crate: memoffset. See AUTHORS file.), rawpointer developers [cph] (Rust crate: rawpointer. See AUTHORS file.), R. Janis Goldschmidt [cph] (Rust crate: matrixmultiply. See AUTHORS file.), SciPy Developers [cph] (Rust crate: ndarray. See AUTHORS file.), scopeguard developers [cph] (Rust crate: scopeguard. See AUTHORS file.), Sean McArthur [cph] (Rust crate: num_cpus. See AUTHORS file.), Stefan Lankes [cph] (Rust crate: hermit-abi. See AUTHORS file.), The Cranelift Project Developers [cph] (Rust crate: wasi. See AUTHORS file.), The Crossbeam Project Developers [cph] (Rust crates: crossbeam-utils, crossbeam-epoch, crossbeam-deque, crossbeam-channel. See AUTHORS file.), The CryptoCorrosion Contributors [cph] (Rust crates: ppv-lite86, rand_chacha. See AUTHORS file.), The Go Authors [cph] (Rust crate: crossbeam-channel. See AUTHORS file.), The Rand Project Developers [cph] (Rust crates: rand_chacha, getrandom, rand_core, rand, rand_pcg. See AUTHORS file.), 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. See AUTHORS file.), Ulrik Sverdrup "bluss" [cph] (Rust crate: scopeguard, matrixmultiply, either, rawpointer, itertools, ndarray. See AUTHORS file.), Unicode, Inc. [cph] (Rust crate: unicode-ident. See AUTHORS file.) fangs author details
Maintainer:	David B. Dahl <dahl at stat.byu.edu>
BugReports:	https://github.com/dbdahl/fangs/issues
License:	MIT + file LICENSE | Apache License 2.0
NeedsCompilation:	yes
SystemRequirements:	Cargo (>= 1.56) for installation from source: see INSTALL file
Materials:	NEWS INSTALL
CRAN checks:	fangs results

Documentation:

Reference manual:

fangs.pdf

Downloads:

Package source:	fangs_0.2.11.tar.gz
Windows binaries:	r-devel: fangs_0.2.11.zip, r-release: fangs_0.2.11.zip, r-oldrel: fangs_0.2.11.zip
macOS binaries:	r-release (arm64): fangs_0.2.11.tgz, r-oldrel (arm64): fangs_0.2.11.tgz, r-release (x86_64): fangs_0.2.11.tgz, r-oldrel (x86_64): fangs_0.2.11.tgz
Old sources:	fangs archive

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