Other packages > Find by keyword >

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]
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 11 Apr. 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
Downloads during the last 30 days
03/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/10Downloads for luz102030405060708090100110TrendBars

Today's Hot Picks in Authors and Packages

multIntTestFunc  
Provides Test Functions for Multivariate Integration
Provides implementations of functions that can be used to test multivariate integration routines. T ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
Rwtss  
Client for Web Time-Series Service
Allows remote access to satellite image time series provided by the web time series service (WTSS) ...
Download / Learn more Package Citations See dependency  
GenAlgo  
Classes and Methods to Use Genetic Algorithms for Feature Selection
Defines classes and methods that can be used to implement genetic algorithms for feature selection. ...
Download / Learn more Package Citations See dependency  
extrafrail  
Estimation and Additional Tools for Alternative Shared Frailty Models
Provide estimation and data generation tools for some new multivariate frailty models. This version ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA