Files in tabnet

Fit 'TabNet' Models for Classification and Regression

MD5

NEWS.md README.md

NAMESPACE

DESCRIPTION

LICENSE

R/loss.R R/parsnip.R R/utils-pipe.R R/model_explain.R R/model_training.R R/dials.R R/plot.R R/mask-type.R R/package.R R/tabnet_network.R R/model_pretraining.R R/hardhat.R R/utils.R

inst/a-chocolate-tablet-where-we-can-see-multiple-line-(1).png

inst/a-chocolate-tablet-where-we-can-see-multiple-line-.png

inst/2b822786-54cf-4828-aab9-db7f98da31ec.png

inst/IMPORTLIST

inst/29e541ca-4c53-4cd4-b836-4b4d84fab315.png

inst/WORDLIST

inst/bd89baf7-a0cc-4a13-810e-052183b166c3.png

inst/5bfd3ed4-7a93-47ad-a8fc-3b1b471a8689.png

inst/a-chocolate-tablet-where-we-can-see-multiple-line-(2).png

inst/doc/interpretation.html

inst/doc/selfsupervised_training.Rmd inst/doc/interpretation.Rmd inst/doc/interpretation.R

inst/doc/tidymodels-interface.html

inst/doc/aum_loss.Rmd

inst/doc/selfsupervised_training.html

inst/doc/Hierarchical_classification.html

inst/doc/Hierarchical_classification.Rmd inst/doc/aum_loss.R inst/doc/tidymodels-interface.Rmd inst/doc/Missing_data_predictors.R inst/doc/Missing_data_predictors.Rmd

inst/doc/Missing_data_predictors.html

inst/doc/tidymodels-interface.R inst/doc/Hierarchical_classification.R

inst/doc/aum_loss.html

inst/doc/selfsupervised_training.R

inst/po/fr/LC_MESSAGES/R-tabnet.mo

build/vignette.rds

build/partial.rdb

tests/testthat.R tests/spelling.R tests/testthat/test-translations.R tests/testthat/test-plot.R tests/testthat/test-dials.R tests/testthat/test-hardhat_multi-outcome.R tests/testthat/helper-tensor.R tests/testthat/test-missing_values.R tests/testthat/test-loss.R tests/testthat/test-mask-type.R tests/testthat/test-hierarchical_utils.R tests/testthat/test-hardhat_hierarchical.R tests/testthat/Rplots.pdf tests/testthat/test-hardhat_parameters.R tests/testthat/test-model_pretraining.R tests/testthat/setup.R tests/testthat/test-model_training.R tests/testthat/test-hardhat_interfaces.R tests/testthat/test-parsnip.R tests/testthat/test-model_explain.R tests/testthat/test-hardhat_scenarios.R tests/testthat/_snaps/model_pretraining.md tests/testthat/_snaps/hardhat_interfaces.md

vignettes/ames_pretrain.png

vignettes/selfsupervised_training.Rmd

vignettes/ames_fit.png

vignettes/aum_loss_qmd.html

vignettes/ames_missing_fit.png

vignettes/interpretation.Rmd

vignettes/vanillia_model.png

vignettes/aum_loss.Rmd

vignettes/ames_fit_vip.png

vignettes/interpretabnet.R vignettes/Hierarchical_classification.Rmd vignettes/tidymodels-interface.Rmd

vignettes/vis_miss_ames.png

vignettes/pretrained_model.png

vignettes/ames_missing_fit_vip.png

vignettes/ames_pretrain_vip.png

vignettes/ames_pretrain_vip_.png

vignettes/ames_pretrain_vip__.png

vignettes/ames_missing_pretrain.png

vignettes/interpretabnet.html

vignettes/pretraining_loss.png

vignettes/Missing_data_predictors.Rmd

vignettes/ames_missing_pretrain_vip.png

vignettes/ames_missing_pretrain_vip_.png

vignettes/ames_fit_vip_.png

vignettes/ames_mas_vnr_hist.png

tools/hierarchical.qmd

tools/hierarchical.nb.html

tools/setup.R

po/R-tabnet.pot

po/glossary.csv

po/R-fr.po

man/tabnet_params.Rd man/reexports.Rd man/tabnet_nn.Rd man/predict.tabnet_fit.Rd man/tabnet_explain.Rd man/min_grid.tabnet.Rd man/check_compliant_node.Rd man/tabnet_fit.Rd man/autoplot.tabnet_explain.Rd man/node_to_df.Rd man/sparsemax.Rd man/tabnet_config.Rd man/tabnet-package.Rd man/tabnet.Rd man/nn_mc_loss.Rd man/nnf_mc_loss.Rd man/nn_prune_head.Rd man/get_constr_output.Rd man/tabnet_non_tunable.Rd man/get_tau.Rd man/nn_aum_loss.Rd man/pipe.Rd man/tabnet_pretrain.Rd man/build_ancestor_matrix_from_outcomes.Rd man/nnf_multilabel_one_hot.Rd man/autoplot.tabnet_fit.Rd man/entmax15.Rd

man/figures/README-model-explain-1.png

man/figures/README-step-explain-1.png

man/figures/README-model-fit-1.png

man/figures/README-step-pretrain-1.png

tabnet documentation built on June 12, 2026, 5:06 p.m.