
LOBPCG
 Referenced in 33 articles
[sw09638]
 this paper, we use the hierarchical Tucker decomposition to develop a lowrank variant ... adapted to the hierarchical Tucker decomposition. Finally, a combination of ALS and MALS with LOBPCG...

TensorToolbox
 Referenced in 185 articles
[sw04185]
 mathematical operations, including those typical to tensor decomposition algorithms. Second, we study factored tensors, which ... components. We consider two specific types: A Tucker tensor can be expressed as the product...

TuckerMPI
 Referenced in 3 articles
[sw27856]
 Largescale Data Compression via the Tucker Tensor Decomposition. Our goal is compression of massive ... multidimensional array, and computing its truncated Tucker decomposition, a higherorder analogue to the truncated ... singular value decomposition of a matrix. The result is a lowrank approximation ... TuckerMPI, our implementation of the truncated Tucker decomposition, including details of the data distribution...

Nway Toolbox
 Referenced in 30 articles
[sw12996]
 Tucker models; Fitting the generalized rank annihilation method; Fitting the direct trilinear decomposition; Fitting models ... Perform rotations of core and models in Tucker models; Plus additional utility functions. In addition...

TensorBox
 Referenced in 2 articles
[sw35869]
 rank1 tensors such as CANDECOMP/PARAFAC; Tucker decomposition; Generalized Kronecker tensor decomposition; Tensor deconvolution; Tensor...

ATC
 Referenced in 1 article
[sw39352]
 present ATC, a C++ library for advanced Tuckerbased compression of multidimensional numerical data, based ... sequentially truncated higherorder singular value decomposition (STHOSVD) and bit plane truncation. Several techniques ... hybrid truncation scheme is described which combines Tucker rank truncation and TTHRESH quantization [BallesterRipoll ... approximate the error of truncated Tucker decompositions in the case of core and factor perturbations...

rTensor
 Referenced in 3 articles
[sw32423]
 implements various tensor decomposition, including CP, GLRAM, MPCA, PVD, and Tucker. For tensors with...

TedNet
 Referenced in 1 article
[sw38105]
 kinds of tensor decomposition(i.e., CANDECOMP/PARAFAC(CP), BlockTerm Tucker(BT), Tucker2, Tensor Train...

tntorch
 Referenced in 2 articles
[sw35476]
 tensor train (TT) model, CANDECOMP/PARAFAC (CP), the Tucker model, and more. Supported operations ... indexing of tensors, broadcasting, assignment, etc.; Tensor decomposition and reconstruction; Elementwise and tensortensor...

ADOLC
 Referenced in 257 articles
[sw00019]
 ADOLC: Automatic Differentiation of C/C++. We present...

AMD
 Referenced in 61 articles
[sw00039]
 Algorithm 837: AMD is a set of routines...

gmp
 Referenced in 289 articles
[sw00363]
 GMP is a free library for arbitrary precision...

HSL
 Referenced in 284 articles
[sw00418]
 HSL (formerly the Harwell Subroutine Library) is a...

KNITRO
 Referenced in 200 articles
[sw00490]
 KNITRO is a solver for nonlinear optimization. It...

LANCELOT
 Referenced in 310 articles
[sw00500]
 LANCELOT. A Fortran package for largescale nonlinear...

LAPACK
 Referenced in 1713 articles
[sw00503]
 LAPACK is written in Fortran 90 and provides...

LSQR
 Referenced in 410 articles
[sw00530]
 Algorithm 583: LSQR: Sparse Linear Equations and Least...

MA57
 Referenced in 94 articles
[sw00536]
 MA57  a code for the solution of sparse...

Maple
 Referenced in 5403 articles
[sw00545]
 The result of over 30 years of cutting...

Mathematica
 Referenced in 6445 articles
[sw00554]
 Almost any workflow involves computing results, and that...