Package: JANE 1.0.0

Alan Arakkal

JANE: Just Another Latent Space Network Clustering Algorithm

Fit latent space network cluster models using an expectation-maximization algorithm. Enables flexible modeling of unweighted or weighted network data (with or without noise edges), 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 networks with varying clustering and connectivity patterns.

Authors:Alan Arakkal [aut, cre, cph], Daniel Sewell [aut]

JANE_1.0.0.tar.gz
JANE_1.0.0.tar.gz(r-4.5-noble)JANE_1.0.0.tar.gz(r-4.4-noble)
JANE_1.0.0.tgz(r-4.4-emscripten)JANE_1.0.0.tgz(r-4.3-emscripten)
JANE.pdf |JANE.html✨
JANE/json (API)
NEWS

# Install 'JANE' in R:
install.packages('JANE', repos = 'https://cloud.r-project.org')

Bug tracker:https://github.com/a1arakkal/jane/issues0 issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library

On CRAN:

Conda:

openblascppopenmp

1.48 score 118 downloads 4 exports 37 dependencies

Last updated 11 days agofrom:b41e545807. Checks:1 OK, 2 NOTE. Indexed: no.

TargetResultLatest binary
Doc / VignettesOKMar 22 2025
R-4.5-linux-x86_64NOTEMar 22 2025
R-4.4-linux-x86_64NOTEMar 22 2025

Exports:JANEsim_Aspecify_initial_valuesspecify_priors

Dependencies:aricodeclicodetoolscolorspacecpp11crayondigestextraDistrfarverfuturefuture.applyglobalsgluehmsigraphlabelinglatticelifecyclelistenvmagrittrMatrixmclustmunsellparallellypkgconfigprettyunitsprogressprogressrR6RColorBrewerRcppRcppArmadillorlangscalesstringdistvctrsviridisLite

Citation

To cite package ‘JANE’ in publications use:

Arakkal A, Sewell D (2025). JANE: Just Another Latent Space Network Clustering Algorithm. R package version 1.0.0, https://CRAN.R-project.org/package=JANE.

Corresponding BibTeX entry: 

  @Manual{,
    title = {JANE: Just Another Latent Space Network Clustering
      Algorithm},
    author = {Alan Arakkal and Daniel Sewell},
    year = {2025},
    note = {R package version 1.0.0},
    url = {https://CRAN.R-project.org/package=JANE},
  }