Package: simplifyNet 0.0.1

Alexander Mercier

simplifyNet: Network Sparsification

Network sparsification with a variety of novel and known network sparsification techniques. All network sparsification techniques reduce the number of edges, not the number of nodes. Network sparsification is sometimes referred to as network dimensionality reduction. This package is based on the work of Spielman, D., Srivastava, N. (2009)<arxiv:0803.0929>. Koutis I., Levin, A., Peng, R. (2013)<arxiv:1209.5821>. Toivonen, H., Mahler, S., Zhou, F. (2010)<doi:10.1007>. Foti, N., Hughes, J., Rockmore, D. (2011)<doi:10.1371>.

Authors:Andrew Kramer [aut], Alexander Mercier [aut, cre, trl], Shubhankar Tripathi [ctb], Tomlin Pulliam [ctb], John Drake [ctb]

simplifyNet_0.0.1.tar.gz
simplifyNet_0.0.1.tar.gz(r-4.5-noble)simplifyNet_0.0.1.tar.gz(r-4.4-noble)
simplifyNet_0.0.1.tgz(r-4.4-emscripten)simplifyNet_0.0.1.tgz(r-4.3-emscripten)
simplifyNet.pdf |simplifyNet.html
simplifyNet/json (API)

# Install 'simplifyNet' in R:
install.packages('simplifyNet', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

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

1.70 score 1 stars 157 downloads 22 exports 23 dependencies

Last updated 2 years agofrom:22431e6c83. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 13 2024
R-4.5-linuxOKOct 13 2024

Exports:add.edgesbestpathDFSEffREffRSparseEList_Mtrxfind.neighborsgnsigraph.to.elistirefitis.connectedlansLapMtrx_EListnet.asnormProbsremove.edgesreranksparse.stepsqrt_WDiagsVIMWDiag

Dependencies:clicpp11dplyrfansigenericsglueigraphlatticelifecyclemagrittrMatrixpillarpkgconfigR6RcppRcppEigenrlangsanictibbletidyselectutf8vctrswithr