CRAN/E | luz

luz

Higher Level 'API' for 'torch'

Installation

About

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) doi:10.5281/zenodo.3828935.

mlverse.github.io/luz/
github.com/mlverse/luz

Key Metrics

Version 0.4.0
Published 2023-04-17 346 days ago
Needs compilation? no
License MIT
License File
CRAN checks luz results

Downloads

Yesterday 26 0%
Last 7 days 150 -44%
Last 30 days 890 -5%
Last 90 days 2.562 -18%
Last 365 days 11.679 +47%

Maintainer

Maintainer

Daniel Falbel

daniel@rstudio.com

Authors

Daniel Falbel

aut / cre / cph

RStudio

cph

Material

README
NEWS
Reference manual
Package source

Vignettes

Accelerator API
Custom loops with luz
Get started with luz

macOS

r-devel

arm64

r-release

arm64

r-oldrel

arm64

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

luz archive

Imports

torch ≥ 0.9.0
magrittr
zeallot
rlang ≥ 1.0.0
coro
glue
progress
R6
generics
purrr
ellipsis
fs
prettyunits
cli

Suggests

knitr
rmarkdown
testthat ≥ 3.0.0
covr
Metrics
withr
vdiffr
ggplot2 ≥ 3.0.0
dplyr
torchvision
tfevents ≥0.0.2
tidyr

Reverse Suggests

bundle
innsight
sits