
ARPACK
 Referenced in 756 articles
[sw04218]
 Fortran77 subroutines designed to solve large scale eigenvalue problems. The package is designed to compute ... technique that is suitable for large scale problems. For many standard problems, a matrix factorization ... ARPACK software is capable of solving large scale symmetric, nonsymmetric, and generalized eigenproblems from significant...

PETSc
 Referenced in 1015 articles
[sw04012]
 building blocks for the implementation of largescale application codes on parallel (and serial) computers...

Python
 Referenced in 1003 articles
[sw14460]
 programs on both a small and large scale. Python supports multiple programming paradigms, including object...

SIFT
 Referenced in 568 articles
[sw16554]
 SIFT Keypoint Detector. Distinctive Image Features from ScaleInvariant Keypoints. This paper presents a method ... scene. The features are invariant to image scale and rotation, and are shown to provide...

LBFGS
 Referenced in 673 articles
[sw03229]
 BFGSB Fortran subroutines for largescale boundconstrained optimization. LBFGS...

MINOS
 Referenced in 437 articles
[sw05095]
 MINOS is a largescale optimization system, for the solution of sparse linear and nonlinear ... factors of the basis matrix), automatic scaling of linear contraints, and automatic estimation of some...

Ipopt
 Referenced in 547 articles
[sw04808]
 software package for largescale nonlinear optimization. It is designed to find (local) solutions...

SNOPT
 Referenced in 480 articles
[sw02300]
 SNOPT: An SQP algorithm for largescale constrained optimization. Sequential quadratic programming (SQP) methods have...

LANCELOT
 Referenced in 276 articles
[sw00500]
 LANCELOT. A Fortran package for largescale nonlinear optimization (Release A). LANCELOT is a software ... package for solving largescale nonlinear optimization problems. This book provides a coherent overview ... design and implementation of largescale optimization algorithms...

Eigtool
 Referenced in 436 articles
[sw07020]
 builtin eigs routine (ARPACK) for largescale eigenvalue computations...

Nuprl
 Referenced in 382 articles
[sw06751]
 improved to meet the demands of largescale applications. Nuprl LPE, the newest release, features...

LBFGSB
 Referenced in 263 articles
[sw05142]
 BFGSB Fortran subroutines for largescale boundconstrained optimization LBFGS...

SVMlight
 Referenced in 254 articles
[sw04076]
 version includes an algorithm for training largescale transductive SVMs. The algorithm proceeds by solving...

HSL
 Referenced in 250 articles
[sw00418]
 stateoftheart packages for largescale scientific computation written and developed...

AUSM
 Referenced in 239 articles
[sw06367]
 employ asymptotic analysis to formally derive proper scalings for the numerical fluxes in the limit...

MATLAB expm
 Referenced in 138 articles
[sw14349]
 scaling and squaring method for the matrix exponential revisited. The scaling and squaring method ... MATLAB function expm. The method scales the matrix by a power of 2 to reduce ... squares to undo the effect of the scaling...

MapReduce
 Referenced in 230 articles
[sw00546]
 parallel programming model initially developed for largescale web content processing. Data analysis meets...

SPGL1
 Referenced in 144 articles
[sw08365]
 SPGL1: A solver for largescale sparse reconstruction: Probing the Pareto frontier for basis pursuit ... suitable for problems that are large scale and for those that are in the complex ... test problems demonstrate that the method scales well to large problems...

CONOPT
 Referenced in 159 articles
[sw02791]
 reducedgradient (GRG) algorithm for solving largescale nonlinear programs involving sparse nonlinear constraints ... very competitive with other codes for largescale nonlinear programming from both an efficiency...

Scikit
 Referenced in 219 articles
[sw08058]
 machine learning algorithms for mediumscale supervised and unsupervised problems. This package focuses on bringing...