Package: kindling Type: Package Title: Higher-Level Interface of 'torch' Package to Auto-Train Neural Networks Version: 0.3.1.9000 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, glue, vctrs, parsnip (>= 1.0.0), tibble, tidyr, dplyr, stats, NeuralNetTools, ggplot2, tune, dials, hardhat, lifecycle, coro Suggests: testthat (>= 3.0.0), magrittr, box, vip, recipes, workflows, rsample, yardstick, mlbench, modeldata, knitr, rmarkdown, DiceDesign, lhs, sfd, covr Config/testthat/edition: 3 Roxygen: list(markdown = TRUE) 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 Config/pak/sysreqs: cmake make libicu-dev libuv1-dev Repository: https://joshuamarie.r-universe.dev Date/Publication: 2026-07-03 12:08:06 UTC RemoteUrl: https://github.com/joshuamarie/kindling RemoteRef: HEAD RemoteSha: 0edd360f6a6358b6c744f8ca3f1e9026a9fb798d NeedsCompilation: no Packaged: 2026-07-03 15:11:41 UTC; root Author: Joshua Marie [aut, cre], Antoine Soetewey [aut] (ORCID: ) Maintainer: Joshua Marie