Package: JANE 0.1.1
JANE: Just Another Latent Space Network Clustering Algorithm
Fit and simulate latent space network cluster models using an expectation-maximization algorithm. Enables flexible modeling of unweighted network data, supporting both directed and undirected networks, with or without degree heterogeneity. Designed to handle large networks efficiently, it allows users to explore network structure through latent space representations, identify clusters within network data, and simulate models with varying clustering and connectivity patterns.
Authors:
JANE_0.1.1.tar.gz
JANE_0.1.1.tar.gz(r-4.5-noble)JANE_0.1.1.tar.gz(r-4.4-noble)
JANE_0.1.1.tgz(r-4.4-emscripten)JANE_0.1.1.tgz(r-4.3-emscripten)
JANE.pdf |JANE.html✨
JANE/json (API)
NEWS
# Install 'JANE' in R: |
install.packages('JANE', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/a1arakkal/jane/issues
Last updated 30 days agofrom:07f07f2f81. Checks:OK: 1 NOTE: 1. Indexed: no.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 15 2024 |
R-4.5-linux-x86_64 | NOTE | Nov 15 2024 |
Exports:JANEsim_Aspecify_initial_valuesspecify_priors
Dependencies:aricodeclicodetoolscolorspacecpp11crayondigestextraDistrfarverfuturefuture.applyglobalsgluehmsigraphlabelinglatticelifecyclelistenvmagrittrMatrixmclustmunsellparallellypkgconfigprettyunitsprogressprogressrR6RColorBrewerRcppRcppArmadillorlangscalesstringdistvctrsviridisLite
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Fit JANE | JANE |
Plot JANE fits | plot.JANE |
Simulate unweighted networks from latent space cluster models | sim_A |
Specify starting values for EM algorithm | specify_initial_values |
Specify prior hyperparameters for EM algorithm | specify_priors |
Summarizing JANE fits | summary.JANE |