Package: nnR
Type: Package
Title: Neural Networks Made Algebraic
Version: 0.2.0
Authors@R: c(
           person("Shakil", "Rafi", 
             email = "sarafi@uark.edu", 
             role = c("aut","cre"), 
             comment = c(ORCID = "0000-0003-3791-9697")),
           person("Joshua Lee", "Padgett",
             email = "josh.padgett@toyota.com",
             role = "aut",
             comment = c(ORCID = "0000-0001-9369-351X")),
           person("Ukash", "Nakarmi",
             email = "unakarmi@uark.edu",
             role = "ctb",
             comment = c(ORCID = "0000-0002-5351-3956"))
           )
Maintainer: Shakil Rafi <sarafi@uark.edu>
Description: Build, compose, stack, sum, and realize feed-forward neural
  networks as algebraic objects. Implements the calculus and constructive
  approximations described by Rafi, Padgett, and Nakarmi (2024)
  <doi:10.48550/arXiv.2402.01058>, Grohs, Hornung, Jentzen, et al. (2023)
  <doi:10.1007/s10444-022-09970-2>, and Jentzen, Kuckuck, and von
  Wurstemberger (2023) <doi:10.48550/arXiv.2310.20360>. Includes neural
  network polynomials, transcendental-function approximations,
  multidimensional maximum convolution, and vectorized batch realization.
License: GPL-3
Encoding: UTF-8
Depends: R (>= 4.1.0)
Suggests: knitr, rmarkdown, testthat (>= 3.2.0)
Config/testthat/edition: 3
URL: https://github.com/2shakilrafi/nnR/
BugReports: https://github.com/2shakilrafi/nnR/issues?q=is%3Aissue+is%3Aopen+sort%3Aupdated-desc
VignetteBuilder: knitr
Config/roxygen2/version: 8.0.0
NeedsCompilation: no
Packaged: 2026-09-17 15:53:19 UTC; sarafi
Author: Shakil Rafi [aut, cre] (ORCID: <https://orcid.org/0000-0003-3791-9697>),
  Joshua Lee Padgett [aut] (ORCID:
    <https://orcid.org/0000-0001-9369-351X>),
  Ukash Nakarmi [ctb] (ORCID: <https://orcid.org/0000-0002-5351-3956>)
Repository: CRAN
Date/Publication: 2026-09-17 20:50:02 UTC
