Package: JANE 0.2.0

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_0.2.0.tar.gz
JANE_0.2.0.zip(r-4.5)JANE_0.2.0.zip(r-4.4)JANE_0.2.0.zip(r-4.3)
JANE_0.2.0.tgz(r-4.4-x86_64)JANE_0.2.0.tgz(r-4.4-arm64)JANE_0.2.0.tgz(r-4.3-x86_64)JANE_0.2.0.tgz(r-4.3-arm64)
JANE_0.2.0.tar.gz(r-4.5-noble)JANE_0.2.0.tar.gz(r-4.4-noble)
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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'))

Peer review:

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:

3.81 score 4 scripts 89 downloads 4 exports 37 dependencies

Last updated 12 hours agofrom:633cc33e09. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 21 2024
R-4.5-win-x86_64OKNov 21 2024
R-4.5-linux-x86_64OKNov 21 2024
R-4.4-win-x86_64OKNov 21 2024
R-4.4-mac-x86_64OKNov 21 2024
R-4.4-mac-aarch64OKNov 21 2024
R-4.3-win-x86_64OKNov 21 2024
R-4.3-mac-x86_64OKNov 21 2024
R-4.3-mac-aarch64OKNov 21 2024

Exports:JANEsim_Aspecify_initial_valuesspecify_priors

Dependencies:aricodeclicodetoolscolorspacecpp11crayondigestextraDistrfarverfuturefuture.applyglobalsgluehmsigraphlabelinglatticelifecyclelistenvmagrittrMatrixmclustmunsellparallellypkgconfigprettyunitsprogressprogressrR6RColorBrewerRcppRcppArmadillorlangscalesstringdistvctrsviridisLite