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luz  

Higher Level 'API' for 'torch'
View on CRAN: Click here


Download and install luz package within the R console
Install from CRAN:
install.packages("luz")

Install from Github:
library("remotes")
install_github("cran/luz")

Install by package version:
library("remotes")
install_version("luz", "0.4.0")



Attach the package and use:
library("luz")
Maintained by
Daniel Falbel
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-06-17
Latest Update: 2023-04-17
Description:
A high level interface for 'torch' providing utilities to reduce the the amount of code needed for common tasks, abstract away torch details and make the same code work on both the 'CPU' and 'GPU'. It's flexible enough to support expressing a large range of models. It's heavily inspired by 'fastai' by Howard et al. (2020) , 'Keras' by Chollet et al. (2015) and 'PyTorch Lightning' by Falcon et al. (2019) .
How to cite:
Daniel Falbel (2021). luz: Higher Level 'API' for 'torch'. R package version 0.4.0, https://cran.r-project.org/web/packages/luz. Accessed 31 Jan. 2025.
Previous versions and publish date:
0.1.0 (2021-06-17 10:40), 0.2.0 (2021-10-07 22:50), 0.3.0 (2022-08-19 23:30), 0.3.1 (2022-09-06 09:10)
Other packages that cited luz R package
View luz citation profile
Other R packages that luz depends, imports, suggests or enhances
Complete documentation for luz
Functions, R codes and Examples using the luz R package
Some associated functions: accelerator . as_dataloader . context . ctx . evaluate . fit.luz_module_generator . get_metrics . lr_finder . luz_callback . luz_callback_auto_resume . luz_callback_csv_logger . luz_callback_early_stopping . luz_callback_gradient_clip . luz_callback_interrupt . luz_callback_keep_best_model . luz_callback_lr_scheduler . luz_callback_metrics . luz_callback_mixup . luz_callback_model_checkpoint . luz_callback_profile . luz_callback_progress . luz_callback_resume_from_checkpoint . luz_callback_tfevents . luz_callback_train_valid . luz_load . luz_load_checkpoint . luz_load_model_weights . luz_metric . luz_metric_accuracy . luz_metric_binary_accuracy . luz_metric_binary_accuracy_with_logits . luz_metric_binary_auroc . luz_metric_mae . luz_metric_mse . luz_metric_multiclass_auroc . luz_metric_rmse . luz_metric_set . luz_save . nn_mixup_loss . nnf_mixup . pipe . predict.luz_module_fitted . reexports . set_hparams . set_opt_hparams . setup . 
Some associated R codes: accelerator.R . as_dataloader.R . callbacks-interrupt.R . callbacks-mixup.R . callbacks-monitor-metrics.R . callbacks-profile.R . callbacks-resume.R . callbacks-tfevents.R . callbacks.R . context.R . losses.R . lr-finder.R . metrics-auc.R . metrics.R . module-plot.R . module-print.R . module.R . reexports.R . serialization.R . utils.R .  Full luz package functions and examples
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