CRAN/E | fangs

fangs

Feature Allocation Neighborhood Greedy Search Algorithm

Installation

About

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.

github.com/dbdahl/fangs
System requirements Cargo (Rust's package manager), rustc (>= 1.65)
Bug report File report

Key Metrics

Version 0.2.13
R ≥ 4.2.0
Published 2023-07-17 291 days ago
Needs compilation? yes
License MIT
License File
License Apache License 2.0
CRAN checks fangs results

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Maintainer

Maintainer

David B. Dahl

dahl@stat.byu.edu

Authors

David B. Dahl

aut / cre

R. Jacob Andros

aut

Devin J. Johnson

aut

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 R
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.)

Material

NEWS
INSTALL
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

fangs archive

Depends

R ≥ 4.2.0