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: 2026-09-27 18:45:06 UTC; root
Author: Sayan Chakrabarty [aut, cre] (ORCID:
        <https://orcid.org/0000-0003-2372-2076>)
Maintainer: Sayan Chakrabarty <sayanc@umich.edu>
Repository: https://cran.r-universe.dev
Date/Publication: 2026-09-27 16:40:08 UTC
RemoteUrl: https://github.com/cran/netOP
RemoteRef: HEAD
RemoteSha: 41de1dc1b3454308995dd43a028d59d8320d4bba