• LS-SVMlab

  • Referenced in 26 articles [sw07367]
  • matlab/c toolbox for least squares support vector machines. Support Vector Machines is a powerful methodology ... optimization problems, typically quadratic programs. Least Squares Support Vector Machines (LS-SVM) are reformulations...
  • ScaLAPACK

  • Referenced in 417 articles [sw00830]
  • computers and networks of workstations supporting parallel virtual machine (PVM) and/or message passing interface ... designed and produced analogous software for workstations, vector supercomputers, and shared memory parallel computers. Both ... solving systems of linear equations, least squares problems, and eigenvalue problems. The goals of both...
  • Statistics Toolbox

  • Referenced in 18 articles [sw10157]
  • least squares regression. The toolbox provides supervised and unsupervised machine learning algorithms, including support vector...
  • StatLSSVM

  • Referenced in 2 articles [sw24463]
  • statistical library for least squares support vector machines (StatLSSVM). The StatLSSVM toolbox is written...
  • SoftDoubleMaxMinOver

  • Referenced in 2 articles [sw20861]
  • SoftDoubleMaxMinOver: Perceptron-Like Training of Support Vector Machines. The well-known MinOver algorithm ... patterns does not consist of support vectors only. DoubleMaxMinOver, as an extension of DoubleMinOver, overcomes ... this drawback by selectively forgetting all nonsupport vectors after a finite number of training steps ... used for training least squares support vector machines (SVMs). On benchmarks, the SoftDoubleMaxMinOver algorithm achieves...
  • CobWeb

  • Referenced in 1 article [sw26487]
  • executable binaries which use image processing and machine learning libraries of MATLAB. The user-friendly ... means, Fuzzy C-means, least square support vector machine, and ensemble classification (bragging and boosting...
  • PERMON

  • Referenced in 5 articles [sw16719]
  • disciplines like least-squares regression, data fitting, data mining, support vector machines, control systems...
  • Manifold Regularization

  • Referenced in 1 article [sw24840]
  • standard methods including support vector machines and regularized least squares can be obtained as special...
  • NESVM

  • Referenced in 6 articles [sw08753]
  • Gradient Method for Support Vector Machines. Support vector machines (SVMs) are invaluable tools for many ... classical SVM, linear programming SVM and least square SVM. Compared against SVM-Perf (whose convergence...
  • KLERC

  • Referenced in 1 article [sw37381]
  • generalization to the ordinary least square regression, expectile regression, which can predict conditional expectiles ... square loss function on the training data. In literature, the idea of support vector machine...
  • LibCVM

  • Referenced in 1 article [sw18879]
  • Machine (BVM), which are fast Support Vector Machine (SVM) training algorithms using core-set approximation ... supports standard and several other nonlinear kernel functions supports dense and sparse vector representations supports ... label renaming supports BVM/CVM/CVM-LS for large-scale classification supports Core Vector Data Description (CVDD ... novelty detection supports Core Vector Regression (CVR) for large-scale sparse least-squares regression Pending...
  • ANSYS

  • Referenced in 704 articles [sw00044]
  • ANSYS offers a comprehensive software suite that spans...
  • ATLAS

  • Referenced in 199 articles [sw00056]
  • This paper describes the Automatically Tuned Linear Algebra...
  • BARON

  • Referenced in 354 articles [sw00066]
  • BARON is a computational system for solving nonconvex...
  • CGAL

  • Referenced in 394 articles [sw00118]
  • The goal of the CGAL Open Source Project...
  • DEA

  • Referenced in 244 articles [sw00194]
  • Data Envelopment Analysis (DEA) is becoming an increasingly...
  • Gerris

  • Referenced in 344 articles [sw00341]
  • Gerris is a Free Software program for the...
  • HSL

  • Referenced in 279 articles [sw00418]
  • HSL (formerly the Harwell Subroutine Library) is a...
  • Isabelle

  • Referenced in 710 articles [sw00454]
  • Isabelle is a generic proof assistant. It allows...
  • KNITRO

  • Referenced in 196 articles [sw00490]
  • KNITRO is a solver for nonlinear optimization. It...