Package: JANE 0.2.1

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

JANE_0.2.1.tar.gz
JANE_0.2.1.zip(r-4.5)JANE_0.2.1.zip(r-4.4)JANE_0.2.1.zip(r-4.3)
JANE_0.2.1.tgz(r-4.5-x86_64)JANE_0.2.1.tgz(r-4.5-arm64)JANE_0.2.1.tgz(r-4.4-x86_64)JANE_0.2.1.tgz(r-4.4-arm64)JANE_0.2.1.tgz(r-4.3-x86_64)JANE_0.2.1.tgz(r-4.3-arm64)
JANE_0.2.1.tar.gz(r-4.5-noble)JANE_0.2.1.tar.gz(r-4.4-noble)
JANE_0.2.1.tgz(r-4.4-emscripten)JANE_0.2.1.tgz(r-4.3-emscripten)
JANE.pdf |JANE.html
JANE/json (API)
NEWS

# Install 'JANE' in R:
install.packages('JANE', repos = c('https://a1arakkal.r-universe.dev', 'https://cloud.r-project.org'))

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

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

On CRAN:

Conda:

openblascppopenmp

3.90 score 4 scripts 190 downloads 4 exports 37 dependencies

Last updated 2 months agofrom:8466554e64. Checks:11 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 22 2025
R-4.5-win-x86_64OKFeb 22 2025
R-4.5-mac-x86_64OKFeb 22 2025
R-4.5-mac-aarch64OKFeb 22 2025
R-4.5-linux-x86_64OKFeb 22 2025
R-4.4-win-x86_64OKFeb 22 2025
R-4.4-mac-x86_64OKFeb 22 2025
R-4.4-mac-aarch64OKFeb 22 2025
R-4.3-win-x86_64OKFeb 22 2025
R-4.3-mac-x86_64OKFeb 22 2025
R-4.3-mac-aarch64OKFeb 22 2025

Exports:JANEsim_Aspecify_initial_valuesspecify_priors

Dependencies:aricodeclicodetoolscolorspacecpp11crayondigestextraDistrfarverfuturefuture.applyglobalsgluehmsigraphlabelinglatticelifecyclelistenvmagrittrMatrixmclustmunsellparallellypkgconfigprettyunitsprogressprogressrR6RColorBrewerRcppRcppArmadillorlangscalesstringdistvctrsviridisLite