Package: BigQuic 1.1-13

BigQuic: Big Quadratic Inverse Covariance Estimation

Use Newton's method, coordinate descent, and METIS clustering to solve the L1 regularized Gaussian MLE inverse covariance matrix estimation problem.

Authors:Khalid B. Kunji [aut, cre], Cho-Jui Hsieh [ctb], Matyas A. Sustik [ctb], Inderjit S. Dhillon [ctb], Pradeep Ravikumar [ctb], Tuo Zhao [ctb], Xingguo Li [ctb], Han Liu [ctb], Kathryn Roeder [ctb], John Lafferty [ctb], Larry Wasserman [ctb], George Karypis [ctb], Melissa O'Neill [ctb], Richard Henderson [ctb]

BigQuic_1.1-13.tar.gz
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BigQuic_1.1-13.tgz(r-4.6-x86_64)BigQuic_1.1-13.tgz(r-4.6-arm64)BigQuic_1.1-13.tgz(r-4.5-x86_64)BigQuic_1.1-13.tgz(r-4.5-arm64)
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BigQuic_1.1-13.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
BigQuic/json (API)

# Install 'BigQuic' in R:
install.packages('BigQuic', repos = c('https://kkunji.r-universe.dev', 'https://cloud.r-project.org'))
Uses libs:
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

cppopenmp

1.04 score 1 stars 11 scripts 244 downloads 2 exports 5 dependencies

Last updated from:3f5bb2871f. Checks:13 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK136
linux-devel-x86_64OK138
source / vignettesOK187
linux-release-arm64OK140
linux-release-x86_64OK126
macos-release-arm64OK226
macos-release-x86_64OK310
macos-oldrel-arm64OK142
macos-oldrel-x86_64OK454
windows-develOK136
windows-releaseOK138
windows-oldrelOK143
wasm-releaseOK95

Exports:BigQuicBigQuic.select

Dependencies:larslatticeMatrixRcppscalreg

Readme and manuals

Help Manual

Help pageTopics
Big Quadratic Inverse Covariance EstimationBigQuic
BigQuic Object BuilderBigQuic_object_builder
Class '"BigQuic_object"'BigQuic_object-class
BigQuic SelectBigQuic.select
BigQuic C++ CallerBigQuicHelper
Generate Samplegenerate_sample
Plotplot.BigQuic_object