Other packages > Find by keyword >

torchopt  

Advanced Optimizers for Torch
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("torchopt", "0.1.4")



Attach the package and use:
library("torchopt")
Maintained by
Gilberto Camara
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-04-25
Latest Update: 2023-06-06
Description:
Optimizers for 'torch' deep learning library. These functions include recent results published in the literature and are not part of the optimizers offered in 'torch'. Prospective users should test these optimizers with their data, since performance depends on the specific problem being solved.The packages includes the following optimizers: (a) 'adabelief' by Zhuang et al (2020), <doi:10.48550/arXiv.2010.07468>; (b) 'adabound' by Luo et al.(2019), <doi:10.48550/arXiv.1902.09843>; (c) 'adahessian' by Yao et al.(2021) <doi:10.48550/arXiv.2006.00719>; (d) 'adamw' by Loshchilov & Hutter (2019), <doi:10.48550/arXiv.1711.05101>; (e) 'madgrad' by Defazio and Jelassi (2021), <doi:10.48550/arXiv.2101.11075>; (f) 'nadam' by Dozat (2019), <https://openreview.net/pdf/OM0jvwB8jIp57ZJjtNEZ.pdf>; (g) 'qhadam' by Ma and Yarats(2019), <doi:10.48550/arXiv.1810.06801>; (h) 'radam' by Liu et al. (2019), <doi:10.48550/arXiv.1908.03265>; (i) 'swats' by Shekar and Sochee (2018), <doi:10.48550/arXiv.1712.07628>; (j) 'yogi' by Zaheer et al.(2019), <https://papers.nips.cc/paper/8186-adaptive-methods-for-nonconvex-optimization>.
How to cite:
Gilberto Camara (2022). torchopt: Advanced Optimizers for Torch. R package version 0.1.4, https://cran.r-project.org/web/packages/torchopt. Accessed 27 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:14), 0.1.1 (2022-04-25 10:10), 0.1.2 (2022-06-30 15:50), 0.1.3 (2023-03-08 14:20)
Other packages that cited torchopt R package
View torchopt citation profile
Other R packages that torchopt depends, imports, suggests or enhances
Complete documentation for torchopt
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

SGB  
Simplicial Generalized Beta Regression
Main properties and regression procedures using a generalization of the Dirichlet distribution calle ...
Download / Learn more Package Citations See dependency  
exams2learnr  
Interface for 'exams' Exercises in 'learnr' Tutorials
Automatic generation of quizzes or individual questions for 'learnr' tutorials based on 'R/exams' ex ...
Download / Learn more Package Citations See dependency  
usemodels  
Boilerplate Code for 'Tidymodels' Analyses
Code snippets to fit models using the tidymodels framework can be easily created for a given data se ...
Download / Learn more Package Citations See dependency  
spanish  
Translate Quantities from Strings to Integer and Back. Misc Functions on Spanish Data
Character vector to numerical translation in Euros from Spanish spelled monetary quantities. Reverse ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

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