Other packages > Find by keyword >

rkeops  

Kernel Operations on GPU or CPU, with Autodiff, without Memory Overflows
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("rkeops", "1.4.2.2")



Attach the package and use:
library("rkeops")
Maintained by
Ghislain Durif
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-03-20
Latest Update:
Description:
The 'KeOps' library lets you compute generic reductions of very large arrays whose entries are given by a mathematical formula with CPU and GPU computing support. It combines a tiled reduction scheme with an automatic differentiation engine. It is perfectly suited to the efficient computation of Kernel dot products and the associated gradients, even when the full kernel matrix does not fit into the GPU memory.
How to cite:
Ghislain Durif (2020). rkeops: Kernel Operations on GPU or CPU, with Autodiff, without Memory Overflows. R package version 1.4.2.2, https://cran.r-project.org/web/packages/rkeops. Accessed 15 Sep. 2026.
Previous versions and publish date:
(2026-07-09 06:51), 1.4.1.1 (2020-09-04 14:10), 1.4.1 (2020-05-26 00:10), 1.4.2.2 (2021-02-17 16:50), 1.4.2 (2021-02-16 18:30), 1.4 (2020-03-20 10:30)
Other packages that cited rkeops R package
View rkeops citation profile
Other R packages that rkeops depends, imports, suggests or enhances
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

objectSignals  
Observer Pattern for S4
A mutable Signal object can report changes to its state, clients could register functions so that 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  
AFR  
Toolkit for Regression Analysis of Kazakhstan Banking Sector Data
Tool is created for regression, prediction and forecast analysis of macroeconomic and credit data. ...
Download / Learn more Package Citations See dependency  
functClust  
Functional Clustering of Redundant Components of a System
Cluster together the components that make up an interactivesystem on the basis of their functional r ...
Download / Learn more Package Citations See dependency  
CTTinShiny  
Shiny Interface for the CTT Package
A Shiny interface developed in close coordination with the CTT package, providing a GUI that guides ...
Download / Learn more Package Citations See dependency  
SiER  
Signal Extraction Approach for Sparse Multivariate Response Regression
Methods for regression with high-dimensional predictors andunivariate or maltivariate response varia ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

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