| Name : R-parallelDist
| |
| Version : 0.2.6
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp155.2.7
| Date : 2024-09-12 10:56:47
|
| Group : Development/Libraries/Other
| Source RPM : R-parallelDist-0.2.6-lp155.2.7.src.rpm
|
| Size : 0.73 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Parallel Distance Matrix Computation using Multiple Threads
|
Description :
A fast parallelized alternative to R\'s native \'dist\' function to
calculate distance matrices for continuous, binary, and
multi-dimensional input matrices, which supports a broad variety of 41
predefined distance functions from the \'stats\', \'proxy\' and \'dtw\' R
packages, as well as user- defined functions written in C++. For ease
of use, the \'parDist\' function extends the signature of the \'dist\'
function and uses the same parameter naming conventions as distance
methods of existing R packages. The package is mainly implemented in
C++ and leverages the \'RcppParallel\' package to parallelize the
distance computations with the help of the \'TinyThread\' library.
Furthermore, the \'Armadillo\' linear algebra library is used for
optimized matrix operations during distance calculations. The curiously
recurring template pattern (CRTP) technique is applied to avoid virtual
functions, which improves the Dynamic Time Warping calculations while
the implementation stays flexible enough to support different DTW step
patterns and normalization methods.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.5/x86_64 |
