| Name : R-RDFTensor
| |
| Version : 1.3
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.1.13
| Date : 2024-06-14 11:34:45
|
| Group : Development/Libraries/Other
| Source RPM : R-RDFTensor-1.3-lp153.1.13.src.rpm
|
| Size : 0.36 MB
| |
| Packager : (none)
| |
| Summary : Different Tensor Factorization (Decomposition) Techniques for RDF Tensors (Three-Mode-Tensors)
|
Description :
Different Tensor Factorization techniques suitable for RDF Tensors. RDF
Tensors are three-mode-tensors, binary tensors and usually very sparse.
Currently implemented methods are \'RESCAL\' Maximilian Nickel, Volker
Tresp, and Hans-Peter Kriegel (2012) < doi:10.1145/2187836.2187874>,
\'NMU\' Daniel D. Lee and H. Sebastian Seung (1999) < doi:10.1038/44565>,
\'ALS\', Alternating Least Squares \'parCube\' Papalexakis, Evangelos, C.
Faloutsos, and N. Sidiropoulos (2012)
< doi:10.1007/978-3-642-33460-3_39>, \'CP_APR\' C. Chi and T. G. Kolda
(2012) < doi:10.1137/110859063>. The code is mostly converted from
MATLAB and Python implementations of these methods. The package also
contains functions to get Boolean (Binary) transformation of the
real-number-decompositions. These methods also are for general tensors,
so with few modifications they can be applied for other types of
tensor.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
