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.
| Version: |
1.4.2.2 |
| Depends: |
R (≥ 3.1.0) |
| Imports: |
Rcpp (≥ 1.0.1), RhpcBLASctl, openssl (≥ 1.3), stringr (≥
1.4.0) |
| LinkingTo: |
Rcpp (≥ 1.0.1), RcppEigen (≥ 0.3.3.5) |
| Suggests: |
testthat (≥ 2.1.0), knitr, rmarkdown |
| OS_type: |
unix |
| Published: |
2021-02-17 |
| Author: |
Benjamin Charlier [aut] (<http://imag.umontpellier.fr/~charlier/>),
Jean Feydy [aut] (<https://www.math.ens.fr/~feydy/>),
Joan A. Glaunès [aut] (<https://www.mi.parisdescartes.fr/~glaunes/>),
Ghislain Durif [aut, cre] (<https://gdurif.perso.math.cnrs.fr/>),
François-David Collin [ctb] (Development-related consulting and
support),
Daniel Frey [ctb] (Author of the included C++ library 'sequences') |
| Maintainer: |
Ghislain Durif <gd.dev at libertymail.net> |
| BugReports: |
https://github.com/getkeops/keops/issues |
| License: |
MIT + file LICENSE |
| Copyright: |
see file COPYRIGHTS |
| URL: |
https://www.kernel-operations.io/,
https://github.com/getkeops/keops/ |
| NeedsCompilation: |
yes |
| SystemRequirements: |
C++11, cmake (>= 3.10), clang (optional), CUDA
(optional but recommended) |
| Materials: |
README |
| CRAN checks: |
rkeops results |