
TensorFlow
 Referenced in 498 articles
[sw15170]
 graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows...

TensorToolbox
 Referenced in 173 articles
[sw04185]
 Efficient MATLAB computations with sparse and factored tensors. The term tensor refers simply ... array, and we consider how specially structured tensors allow for efficient storage and computation. First ... study sparse tensors, which have the property that the vast majority of the elements ... zero. We propose storing sparse tensors using coordinate format and describe the computational efficiency...

PyTorch
 Referenced in 299 articles
[sw20939]
 PyTorch python package: Tensors and Dynamic neural networks in Python with strong GPU acceleration. PyTorch...

Algorithm 862
 Referenced in 81 articles
[sw07347]
 Algorithm 862: MATLAB tensor classes for fast algorithm prototyping. Tensors (also known as multidimensional arrays ... psychometrics. We describe four MATLAB classes for tensor manipulations that can be used for fast ... algorithm prototyping. The tensor class extends the functionality of MATLAB’s multidimensional arrays by supporting ... additional operations such as tensor multiplication. The tensor_as_matrix class supports the “matricization...

Maxima
 Referenced in 161 articles
[sw00560]
 polynomials, and sets, lists, vectors, matrices, and tensors. Maxima yields high precision numeric results...

LiE
 Referenced in 160 articles
[sw01075]
 similar objects. Some specialities of LiE are: tensor product decompositions, branching to subgroups, Weyl group...

Tensorlab
 Referenced in 63 articles
[sw14255]
 Tensorlab: A MATLAB Toolbox for Tensor Computations. Tensorlab is a MATLAB toolbox that offers algorithms ... fusion: define your own (coupled) matrix and tensor factorizations with structured factors and support ... dense, sparse and incomplete data sets, tensor decompositions: canonical polyadic decomposition (CPD), multilinear singular value ... real exact plane search (PS) for tensor optimization, and much more: cumulants, tensor visualization, estimating...

VTK
 Referenced in 112 articles
[sw10593]
 variety of visualization algorithms including: scalar, vector, tensor, texture, and volumetric methods; and advanced modeling...

Cadabra
 Referenced in 87 articles
[sw00097]
 powerful computer program for the manipulation of tensor equations. It is designed...

TT Toolbox
 Referenced in 48 articles
[sw12627]
 Toolbox (TT=Tensor Train). TT(Tensor Train) format is an efficient way for lowparametric ... representation of highdimensional tensors. The TTToolbox is a MATLAB implementation of basic operations ... with tensors in TTformat...

LieART
 Referenced in 57 articles
[sw08573]
 Algebras and representation theory, such as tensor product decomposition and subalgebra branching of irreducible representations ... memory consumption. Extensive tables of properties, tensor products and branching rules of irreducible representations...

GRTensorII
 Referenced in 48 articles
[sw00393]
 geometry. Its purpose is the calculation of tensor components on curved spacetimes specified in terms ... large number of commonly used curvature tensors, as well as the NewmanPenrose formalism ... expandable by a facility for defining new tensors. Calculations can be carried out in spaces...

SDPNAL+
 Referenced in 50 articles
[sw13239]
 large scale SDPs arising from rank1 tensor approximation problems constructed ... largest rank1 tensor approximation problem we solved (in about 14.5 h) is nonsym...

xAct
 Referenced in 66 articles
[sw07598]
 suite of free packages for tensor computer algebra in Mathematica. xAct implements state...

UFL
 Referenced in 61 articles
[sw11183]
 multifield problems, general differential operators and flexible tensor algebra. With these features, UFL has been...

Invar
 Referenced in 34 articles
[sw00446]
 Invar Tensor Package. The Invar package is introduced, a fast manipulator of generic scalar polynomial ... expressions formed from the Riemann tensor of a fourdimensional metriccompatible connection. The package ... maximally simplify any polynomial containing tensor products of up to seven Riemann tensors within seconds...

xTensor
 Referenced in 32 articles
[sw04984]
 xTensor: Fast abstract tensor computer algebra. xTensor extends Mathematica capabilities in abstract tensor calculus, specially ... General Relativity. It works with tensors with arbitrary symmetries under permutations of indices, defined ... each manifold and defines all the associated tensors (Riemann, Ricci, Einstein, Weyl, etc.) xTensor does...

xTras
 Referenced in 38 articles
[sw16622]
 xAct package for Mathematica. We present the tensor computer algebra package xTras, which provides functions ... tensorial equations. It is built upon the tensor computer algebra system xAct, a collection...

ALEA
 Referenced in 53 articles
[sw10167]
 methods; stochastic Galerkin FEM; adaptive numerical methods; tensor methods for UQ. Most of these areas...

TENSOLVE
 Referenced in 28 articles
[sw00956]
 equations and nonlinear leastsquares problems using tensor methods. This article describes a modular software ... using a new class of methods called tensor methods. It is intended for small ... allows the user to choose between a tensor method and a standard method based ... linear model. The tensor method approximates F(x) by a quadratic model, where the second...