Package: fastRG
Title: Sample Generalized Random Dot Product Graphs in Linear Time
Version: 0.3.0
Authors@R: 
    c(person(given = "Alex",
             family = "Hayes",
             role = c("aut", "cre", "cph"),
             email = "alexpghayes@gmail.com",
             comment = c(ORCID = "0000-0002-4985-5160")),
      person(given = "Karl",
             family = "Rohe",
             role = c("aut", "cph"),
             email = "KarlRohe@stat.wisc.edu"),
      person(given = "Jun",
             family = "Tao",
             role = "aut"),
      person(given = "Xintian",
             family = "Han",
             role = "aut"),
      person(given = "Norbert",
             family = "Binkiewicz",
             role = "aut"))
Description: Samples generalized random product graph, a
    generalization of a broad class of network models. Given matrices X,
    S, and Y with with non-negative entries, samples a matrix with
    expectation X S Y^T and independent Poisson or Bernoulli entries. The
    algorithm first samples the number of edges and then puts them down
    one-by-one.  As a result it is O(m) where m is the number of edges, a
    dramatic improvement over element-wise algorithms that which require
    O(n^2) operations to sample a random graph, where n is the number of
    nodes.
License: MIT + file LICENSE
URL: https://github.com/RoheLab/fastRG
BugReports: https://github.com/RoheLab/fastRG/issues
Depends: Matrix
Imports: ellipsis, glue, igraph, magrittr, RSpectra, stats, tibble,
        tidygraph
Suggests: covr, dplyr, ggplot2, knitr, rmarkdown, testthat (>= 2.1.0)
Config/testthat/edition: 3
Config/testthat/parallel: true
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.1
NeedsCompilation: no
Packaged: 2021-02-24 16:05:47 UTC; alex
Author: Alex Hayes [aut, cre, cph] (<https://orcid.org/0000-0002-4985-5160>),
  Karl Rohe [aut, cph],
  Jun Tao [aut],
  Xintian Han [aut],
  Norbert Binkiewicz [aut]
Maintainer: Alex Hayes <alexpghayes@gmail.com>
Repository: CRAN
Date/Publication: 2021-02-26 09:40:03 UTC
Built: R 4.0.2; ; 2021-02-27 12:02:10 UTC; unix
