Package: netOP
Title: Network Data Operations and Overlapping Partitions Based Methods
        for Large Networks
Version: 0.1.2
Authors@R: 
    person("Sayan", "Chakrabarty", , "sayanc@umich.edu",
           role = c("aut", "cre"),
           comment = c(ORCID = "0000-0003-2372-2076"))
Description: Implements methods for generating, embedding, and 
    clustering random networks and for estimating and 
    selecting statistical network models.
    Provides SONNET (Subsampling ON NETwork), a scalable
    subsampling-based divide-and-conquer method for community detection
    described by Chakrabarty, Sengupta and Chen (2025)
    <doi:10.5705/ss.202022.0108>, and NETCROP (NETwork CRoss-validation using Overlapping Partitions), 
    an overlapping-partition framework for network cross-validation, model
    selection, and regularization tuning described by Chakrabarty, Sengupta
    and Chen (2026) <doi:10.48550/arXiv.2504.06903>. Also includes
    spectral and latent-space methods, loss functions, and helper functions for statistical
    analysis of network data.
License: GPL (>= 2)
URL: https://github.com/sayan-ch/netOP, https://sayan-ch.github.io
BugReports: https://github.com/sayan-ch/netOP/issues
Encoding: UTF-8
Depends: R (>= 4.1.0)
Imports: cluster, irlba, Matrix, methods, Rcpp, RSpectra, tibble
LinkingTo: Rcpp, RcppEigen
Suggests: entropy, future, future.apply, ggplot2, knitr, peakRAM,
        pkgdown, ps, rmarkdown, testthat (>= 3.0.0), withr
VignetteBuilder: knitr
RoxygenNote: 8.0.0
Config/testthat/edition: 3
Copyright: 2026 Sayan Chakrabarty
NeedsCompilation: yes
Packaged: 2026-09-16 15:18:02 UTC; runner
Author: Sayan Chakrabarty [aut, cre] (ORCID:
    <https://orcid.org/0000-0003-2372-2076>)
Maintainer: Sayan Chakrabarty <sayanc@umich.edu>
Repository: CRAN
Date/Publication: 2026-09-27 16:40:08 UTC
