Package: kindling
Type: Package
Title: Higher-Level Interface of 'torch' Package to Auto-Train Neural
        Networks
Version: 0.3.2.9000
Authors@R: c(
    person("Joshua", "Marie", 
           email = "joshua.marie.k@gmail.com", 
           role = c("aut", "cre")),
    person("Antoine", "Soetewey", 
           email = "antoine.soetewey@uclouvain.be", 
           role = "aut",
           comment = c(ORCID = "0000-0001-8159-0804"))
  )
Description: Provides a higher-level interface to the 'torch' package
        for defining, training, and fine-tuning neural networks through
        code generation. The package supports several architectures,
        including feedforward (multi-layer perceptron) and recurrent
        neural networks (RNN, LSTM, GRU), while reducing boilerplate
        'torch' code. Model training methods also bridge to machine
        learning frameworks in R, particularly the 'tidymodels'
        ecosystem, including 'parsnip' model specifications,
        'workflows', 'recipes', and tuning tools.
License: MIT + file LICENSE
Encoding: UTF-8
Imports: purrr, torch, rlang, cli, vctrs, tibble, stats,
        NeuralNetTools, ggplot2, hardhat, lifecycle, coro
Suggests: testthat (>= 3.0.0), dplyr, tidyr, magrittr, box, recipes,
        workflows, parsnip (>= 1.0.0), tune, dials, rsample, yardstick,
        mlbench, modeldata, nnet, vip, knitr, rmarkdown, DiceDesign,
        lhs, sfd, covr, fansi, withr
SystemRequirements: LibTorch (>= 1.13, via torch::install_torch())
Additional_repositories: https://cran.r-universe.dev
Remotes: cran/vip@0.4.6
Config/testthat/edition: 3
Roxygen: list(markdown = TRUE, roclets = c ("namespace", "rd",
        "srr::srr_stats_roclet"))
Depends: R (>= 4.1.0)
URL: https://kindling.joshuamarie.com,
        https://github.com/joshuamarie/kindling
BugReports: https://github.com/joshuamarie/kindling/issues
VignetteBuilder: knitr
Config/roxygen2/version: 8.1.0
Config/pak/sysreqs: libicu-dev
Repository: https://joshuamarie.r-universe.dev
Date/Publication: 2026-09-26 03:43:36 UTC
RemoteUrl: https://github.com/joshuamarie/kindling
RemoteRef: HEAD
RemoteSha: 86c9e1e54e710599a68a7c4123ba4b17c7a08a2e
NeedsCompilation: no
Packaged: 2026-09-26 08:23:47 UTC; root
Author: Joshua Marie [aut, cre],
  Antoine Soetewey [aut] (ORCID: <https://orcid.org/0000-0001-8159-0804>)
Maintainer: Joshua Marie <joshua.marie.k@gmail.com>