1. Load | 2. Computing Distances | 3. One Application : Embedding Networks, Not Network Embedding
Package: NetworkDistance 0.3.6
NetworkDistance: Distance Measures for Networks
Network is a prevalent form of data structure in many fields. As an object of analysis, many distance or metric measures have been proposed to define the concept of similarity between two networks. We provide a number of distance measures for networks. See Jurman et al (2011) <doi:10.3233/978-1-60750-692-8-227> for an overview on spectral class of inter-graph distance measures.
Authors:
NetworkDistance_0.3.6.tar.gz
NetworkDistance_0.3.6.zip(r-4.7)NetworkDistance_0.3.6.zip(r-4.6)NetworkDistance_0.3.6.zip(r-4.5)
NetworkDistance_0.3.6.tgz(r-4.6-x86_64)NetworkDistance_0.3.6.tgz(r-4.6-arm64)NetworkDistance_0.3.6.tgz(r-4.5-x86_64)NetworkDistance_0.3.6.tgz(r-4.5-arm64)
NetworkDistance_0.3.6.tar.gz(r-4.7-arm64)NetworkDistance_0.3.6.tar.gz(r-4.7-x86_64)NetworkDistance_0.3.6.tar.gz(r-4.6-arm64)NetworkDistance_0.3.6.tar.gz(r-4.6-x86_64)
NetworkDistance_0.3.6.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
NetworkDistance/json (API)
| # Install 'NetworkDistance' in R: |
| install.packages('NetworkDistance', repos = c('https://kisungyou.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/kisungyou/networkdistance/issues
Uses libs:
Datasets:
- graph20 - 20 adjacency matrices from Erdős–Rényi models
distancenetworknetwork-analysisopenblascppopenmp
Last updated from:edf4de433a. Checks:13 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 167 | ||
| linux-devel-x86_64 | OK | 177 | ||
| source / vignettes | OK | 236 | ||
| linux-release-arm64 | OK | 206 | ||
| linux-release-x86_64 | OK | 201 | ||
| macos-release-arm64 | OK | 121 | ||
| macos-release-x86_64 | OK | 372 | ||
| macos-oldrel-arm64 | OK | 105 | ||
| macos-oldrel-x86_64 | OK | 496 | ||
| windows-devel | OK | 210 | ||
| windows-release | OK | 158 | ||
| windows-oldrel | OK | 140 | ||
| wasm-release | OK | 126 |
Exports:nd.centralitynd.csdnd.dsdnd.eddnd.extremalnd.gddnd.graphonnd.hammingnd.himnd.momentsnd.nfdnd.wsd
Dependencies:clicodacodetoolscpp11doParallelforeachgluegraphonigraphiteratorslatticelifecyclemagrittrMatrixnetworkpillarpkgconfigpracmarbibutilsRcppRcppArmadilloRcppEigenRdpackrlangROptSpaceRSpectrastatnet.commontibbleutf8vctrs
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| 20 adjacency matrices from Erdős–Rényi models | graph20 |
| Centrality Distance | nd.centrality |
| L_2 Distance of Continuous Spectral Densities | nd.csd |
| Discrete Spectral Distance | nd.dsd |
| Edge Difference Distance | nd.edd |
| Extremal distance with top-k eigenvalues | nd.extremal |
| Graph Diffusion Distance | nd.gdd |
| Graphon Estimates Distance | nd.graphon |
| Hamming Distance | nd.hamming |
| HIM Distance | nd.him |
| Log Moments Distance | nd.moments |
| Network Flow Distance | nd.nfd |
| Distance with Weighted Spectral Distribution | nd.wsd |
