Implements the 'TabNet' model by Sercan O. Arik et al. (2019) <arXiv:1908.07442> and provides a consistent interface for fitting and creating predictions. It's also fully compatible with the 'tidymodels' ecosystem.
| Version: | 0.4.0 |
| Imports: | torch (≥ 0.4.0), hardhat (≥ 1.3.0), magrittr, glue, progress, rlang, methods, tibble, coro, vctrs |
| Suggests: | testthat (≥ 3.0.0), modeldata, recipes, rsample, parsnip, dials, withr, knitr, rmarkdown, vip, tidyverse, ggplot2, dplyr, tidyr, purrr, stringr, tune, workflows, yardstick |
| Published: | 2023-05-11 |
| Author: | Daniel Falbel [aut], RStudio [cph], Christophe Regouby [cre, ctb], Egill Fridgeirsson [ctb], Philipp Haarmeyer [ctb] |
| Maintainer: | Christophe Regouby <christophe.regouby at free.fr> |
| BugReports: | https://github.com/mlverse/tabnet/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/mlverse/tabnet |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | tabnet results |
| Reference manual: | tabnet.pdf |
| Vignettes: |
pretrain from dataset with missing-values Interpretation tools Fitting tabnet with tidymodels Unsupervised training and fine-tuning |
| Package source: | tabnet_0.4.0.tar.gz |
| Windows binaries: | r-devel: tabnet_0.4.0.zip, r-release: tabnet_0.4.0.zip, r-oldrel: tabnet_0.4.0.zip |
| macOS binaries: | r-release (arm64): tabnet_0.4.0.tgz, r-oldrel (arm64): tabnet_0.4.0.tgz, r-release (x86_64): tabnet_0.4.0.tgz, r-oldrel (x86_64): tabnet_0.4.0.tgz |
| Old sources: | tabnet archive |
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