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:
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')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 years agofrom:22431e6c83. Checks:OK: 2. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 13 2024 |
R-4.5-linux | OK | Oct 13 2024 |
Exports:add.edgesbestpathDFSEffREffRSparseEList_Mtrxfind.neighborsgnsigraph.to.elistirefitis.connectedlansLapMtrx_EListnet.asnormProbsremove.edgesreranksparse.stepsqrt_WDiagsVIMWDiag
Dependencies:clicpp11dplyrfansigenericsglueigraphlatticelifecyclemagrittrMatrixpillarpkgconfigR6RcppRcppEigenrlangsanictibbletidyselectutf8vctrswithr
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Sparsification via Best Path | bestpath |
Effective resistances calculator | EffR |
Sparsification through edge sampling via effective resistances | EffRSparse |
Edge list to adjacency matrix | EList_Mtrx |
Global Network Sparsification | gns |
Iterative refitting | irefit |
Local Adaptive Network Sparsification | lans |
Adjacency matrix to edge list | Mtrx_EList |
Network format converter | net.as |