Package: kindling
Type: Package
Title: Higher-Level Interface of 'torch' Package to Auto-Train Neural
        Networks
Version: 0.3.0
Authors@R: c(
    person("Joshua", "Marie", 
           email = "joshua.marie.k@gmail.com", 
           role = c("aut", "cre")),
    person("Antoine", "Soetewey", 
           email = "ant.soetewey@gmail.com", 
           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, including its depth, powered by code generation. 
    This package supports few to several architectures, including feedforward (multi-layer perceptron) 
    and recurrent neural networks (Recurrent Neural Networks (RNN), Long Short-Term Memory (LSTM), Gated Recurrent Unit (GRU)), 
    while also reduces boilerplate 'torch' code while enabling seamless integration with 'torch'. The model methods 
    to train neural networks from this package also bridges to titanic ML frameworks in R, namely
    'tidymodels' ecosystem, which enables the 'parsnip' model specifications, workflows, recipes, 
    and tuning tools. 
License: MIT + file LICENSE
Encoding: UTF-8
Imports: purrr, torch, rlang, cli, glue, vctrs, parsnip (>= 1.0.0),
        tibble, tidyr, dplyr, stats, NeuralNetTools, vip, ggplot2,
        tune, dials, hardhat, lifecycle, coro
Suggests: testthat (>= 3.0.0), magrittr, box, recipes, workflows,
        rsample, yardstick, mlbench, modeldata, knitr, rmarkdown,
        DiceDesign, lhs, sfd, covr
Config/testthat/edition: 3
RoxygenNote: 7.3.3
Depends: R (>= 4.1.0)
URL: https://kindling.joshuamarie.com,
        https://github.com/joshuamarie/kindling
BugReports: https://github.com/joshuamarie/kindling/issues
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2026-03-03 03:32:15 UTC; DESKTOP
Author: Joshua Marie [aut, cre],
  Antoine Soetewey [aut] (ORCID: <https://orcid.org/0000-0001-8159-0804>)
Maintainer: Joshua Marie <joshua.marie.k@gmail.com>
Repository: CRAN
Date/Publication: 2026-03-03 06:00:02 UTC
Built: R 4.6.0; ; 2026-04-30 12:58:35 UTC; unix
