
Python
 Referenced in 1706 articles
[sw14460]
 programs on both a small and large scale. Python supports multiple programming paradigms, including object...

ARPACK
 Referenced in 806 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 1228 articles
[sw04012]
 building blocks for the implementation of largescale application codes on parallel (and serial) computers...

SIFT
 Referenced in 611 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 759 articles
[sw03229]
 BFGSB Fortran subroutines for largescale boundconstrained optimization. LBFGS...

Ipopt
 Referenced in 686 articles
[sw04808]
 software package for largescale nonlinear optimization. It is designed to find (local) solutions...

MINOS
 Referenced in 443 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...

SNOPT
 Referenced in 528 articles
[sw02300]
 SNOPT: An SQP algorithm for largescale constrained optimization. Sequential quadratic programming (SQP) methods have...

Eigtool
 Referenced in 502 articles
[sw07020]
 builtin eigs routine (ARPACK) for largescale eigenvalue computations...

LANCELOT
 Referenced in 304 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...

Scikit
 Referenced in 433 articles
[sw08058]
 machine learning algorithms for mediumscale supervised and unsupervised problems. This package focuses on bringing...

Nuprl
 Referenced in 390 articles
[sw06751]
 improved to meet the demands of largescale applications. Nuprl LPE, the newest release, features...

LBFGSB
 Referenced in 351 articles
[sw05142]
 BFGSB Fortran subroutines for largescale boundconstrained optimization LBFGS...

ISOGAT
 Referenced in 300 articles
[sw00457]
 apparent. It is not intended for largescale problems...

SPGL1
 Referenced in 182 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...

AUSM
 Referenced in 278 articles
[sw06367]
 employ asymptotic analysis to formally derive proper scalings for the numerical fluxes in the limit...

HSL
 Referenced in 274 articles
[sw00418]
 stateoftheart packages for largescale scientific computation written and developed...

MATLAB expm
 Referenced in 154 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...

SVMlight
 Referenced in 263 articles
[sw04076]
 version includes an algorithm for training largescale transductive SVMs. The algorithm proceeds by solving...

MapReduce
 Referenced in 253 articles
[sw00546]
 parallel programming model initially developed for largescale web content processing. Data analysis meets...