Package: kindling 0.3.1.9000

kindling: Higher-Level Interface of 'torch' Package to Auto-Train Neural Networks
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.
Authors:
kindling_0.3.1.9000.tar.gz
kindling_0.3.1.9000.zip(r-4.7)kindling_0.3.1.9000.zip(r-4.6)kindling_0.3.1.9000.zip(r-4.5)
kindling_0.3.1.9000.tgz(r-4.6-any)kindling_0.3.1.9000.tgz(r-4.5-any)
kindling_0.3.1.9000.tar.gz(r-4.7-any)kindling_0.3.1.9000.tar.gz(r-4.6-any)
kindling_0.3.1.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
kindling/json (API)
| # Install 'kindling' in R: |
| install.packages('kindling', repos = c('https://joshuamarie.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/joshuamarie/kindling/issues
Pkgdown/docs site:https://kindling.joshuamarie.com
neural-networkstidymodelstorch
Last updated from:0edd360f6a. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 220 | ||
| source / vignettes | OK | 253 | ||
| linux-release-x86_64 | OK | 210 | ||
| macos-release-arm64 | OK | 174 | ||
| macos-oldrel-arm64 | OK | 136 | ||
| windows-devel | OK | 151 | ||
| windows-release | OK | 158 | ||
| windows-oldrel | OK | 155 | ||
| wasm-release | OK | 171 |
Exports:.i.in.is_output.layer.outact_funsactivationsargsautoplot_diagnosticsbiasbidirectionalearly_stopffnnffnn_generatorffnn_wrappergarsongrid_depthhidden_neuronsmlp_kindlingn_hlayersnew_act_fnnn_archnn_module_generatoroldenoptimizeroutput_activationplot_diagnosticsrnnrnn_generatorrnn_kindlingrnn_wrappertable_summarytrain_nntrain_nn_wrappertrain_nnsnipvalidation_split
Dependencies:base64encbitbit64bslibcachemcallrclasscliclockcodetoolscorocpp11data.tabledescdiagramdialsDiceDesigndigestdplyrevaluatefarverfastmapfontawesomefsfurrrfuturefuture.applyGauProgenericsggplot2globalsgluegowergtablehardhathighrhtmltoolsipredisobandjquerylibjsonliteKernSmoothknitrlabelinglatticelavalbfgslifecyclelistenvlubridatemagrittrMASSMatrixmemoisemimemixoptmodelenvNeuralNetToolsnnetnumDerivotelparallellyparsnippillarpkgconfigplyrprettyunitsprocessxprodlimprogressrpspurrrR6rappdirsRColorBrewerRcppRcppArmadillorecipesreshape2rlangrmarkdownrpartrsampleS7safetensorssassscalessfdshapeslidersparsevctrssplitfngrSQUAREMstringistringrsurvivaltailortibbletidyrtidyselecttimechangetimeDatetinytextorchtunetzdbutf8vctrsviridisLitewarpwithrworkflowsxfunyamlyardstick
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