
ARPACK
 Referenced in 774 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...

Python
 Referenced in 1205 articles
[sw14460]
 programs on both a small and large scale. Python supports multiple programming paradigms, including object...

PETSc
 Referenced in 1114 articles
[sw04012]
 building blocks for the implementation of largescale application codes on parallel (and serial) computers...

SIFT
 Referenced in 592 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 702 articles
[sw03229]
 BFGSB Fortran subroutines for largescale boundconstrained optimization. LBFGS...

MINOS
 Referenced in 440 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 601 articles
[sw04808]
 software package for largescale nonlinear optimization. It is designed to find (local) solutions...

SNOPT
 Referenced in 495 articles
[sw02300]
 SNOPT: An SQP algorithm for largescale constrained optimization. Sequential quadratic programming (SQP) methods have...

LANCELOT
 Referenced in 293 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 465 articles
[sw07020]
 builtin eigs routine (ARPACK) for largescale eigenvalue computations...

Nuprl
 Referenced in 387 articles
[sw06751]
 improved to meet the demands of largescale applications. Nuprl LPE, the newest release, features...

LBFGSB
 Referenced in 293 articles
[sw05142]
 BFGSB Fortran subroutines for largescale boundconstrained optimization LBFGS...

Scikit
 Referenced in 284 articles
[sw08058]
 machine learning algorithms for mediumscale supervised and unsupervised problems. This package focuses on bringing...

ISOGAT
 Referenced in 270 articles
[sw00457]
 apparent. It is not intended for largescale problems...

HSL
 Referenced in 265 articles
[sw00418]
 stateoftheart packages for largescale scientific computation written and developed...

SVMlight
 Referenced in 259 articles
[sw04076]
 version includes an algorithm for training largescale transductive SVMs. The algorithm proceeds by solving...

AUSM
 Referenced in 250 articles
[sw06367]
 employ asymptotic analysis to formally derive proper scalings for the numerical fluxes in the limit...

SPGL1
 Referenced in 155 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...

MATLAB expm
 Referenced in 141 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 240 articles
[sw00546]
 parallel programming model initially developed for largescale web content processing. Data analysis meets...