CRAN/E | AdaptiveSparsity

AdaptiveSparsity

Adaptive Sparsity Models

Installation

About

Implements Figueiredo EM algorithm for adaptive sparsity (Jeffreys prior) (see Figueiredo, M.A.T.; , "Adaptive sparseness for supervised learning," Pattern Analysis and Machine Intelligence, IEEE Transactions on , vol.25, no.9, pp. 1150- 1159, Sept. 2003) and Wong algorithm for adaptively sparse gaussian geometric models (see Wong, Eleanor, Suyash Awate, and P. Thomas Fletcher. "Adaptive Sparsity in Gaussian Graphical Models." In Proceedings of the 30th International Conference on Machine Learning (ICML-13), pp. 311-319. 2013.)

Key Metrics

Version 1.6
R ≥ 3.0.2
Published 2018-08-20 2048 days ago
Needs compilation? yes
License LGPL (≥ 3.0)
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Maintainer

Maintainer

Kris Campbell

kris@sci.utah.edu

Authors

Kristen Zygmunt
Eleanor Wong
Tom Fletcher

Material

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

AdaptiveSparsity archive

Depends

R ≥ 3.0.2

Imports

MASS
Matrix
Rcpp

LinkingTo

Rcpp ≥ 0.12.13
RcppArmadillo ≥ 0.2.0