• LAMG

  • Referenced in 22 articles [sw06551]
  • Lean algebraic multigrid (LAMG): fast graph Laplacian linear solver. Laplacian matrices of graphs arise ... presented, where $A$ is a graph Laplacian. LAMG’s run time and storage are empirically ... Laplacian systems is constructed, and an iterative solve phase using multigrid cycles. General graphs pose...
  • SyncSpecCnn

  • Referenced in 3 articles [sw26163]
  • spectral domain spanned by graph laplacian eigenbases. Under this setting, our network, named SyncSpecCNN, strive ... scale analysis in different parts of the graph for a single shape...
  • SpectralNET

  • Referenced in 3 articles [sw26161]
  • each connected component of the graph, including graphs of degree distribution, clustering coefficient by degree ... adjacency, Laplacian, and normalized Laplacian eigenvectors. SpectralNET also displays several graph visualizations, including a linear ... provides an elegant view of global graph structure (Laplacian eigenvectors). CONCLUSION: SpectralNET provides an easily...
  • MC73

  • Referenced in 6 articles [sw12394]
  • second smallest eigenvalue of the Laplacian of a graph, known as the Fiedler vector...
  • SpectralNet

  • Referenced in 2 articles [sw26162]
  • into the eigenspace of their associated graph Laplacian matrix and subsequently clusters them. We train...
  • NetLSD

  • Referenced in 1 article [sw32341]
  • large graph collections. In this paper, we propose the Network Laplacian Spectral Descriptor (NetLSD ... size-invariant, scale-adaptive, and efficiently computable graph representation method that allows for straightforward comparisons ... graphs. NetLSD extracts a compact signature that inherits the formal properties of the Laplacian spectrum ... thus, it hears the shape of a graph. Our evaluation on a variety of real...
  • PQSER

  • Referenced in 2 articles [sw22074]
  • whose interrelationship is defined by a bipartite graph. It has important applications in, e.g., archaeology ... Fiedler vector of the Laplacian matrix associated to the problem, which encodes...
  • ALBERT

  • Referenced in 79 articles [sw00025]
  • ALBERT - Software for scientific computations and applications. Adaptive...
  • BoomerAMG

  • Referenced in 138 articles [sw00086]
  • BoomerAMG: A parallel algebraic multigrid solver and preconditioner...
  • CGAL

  • Referenced in 320 articles [sw00118]
  • The goal of the CGAL Open Source Project...
  • CSDP

  • Referenced in 189 articles [sw00169]
  • CSDP, A C Library for Semidefinite Programming. This...
  • Expokit

  • Referenced in 165 articles [sw00258]
  • Expokit provides a set of routines aimed at...
  • GAP

  • Referenced in 2586 articles [sw00320]
  • GAP is a system for computational discrete algebra...
  • gmp

  • Referenced in 251 articles [sw00363]
  • GMP is a free library for arbitrary precision...
  • LAPACK

  • Referenced in 1554 articles [sw00503]
  • LAPACK is written in Fortran 90 and provides...
  • LSQR

  • Referenced in 333 articles [sw00530]
  • Algorithm 583: LSQR: Sparse Linear Equations and Least...
  • Macaulay2

  • Referenced in 1503 articles [sw00537]
  • Macaulay2 is a software system devoted to supporting...
  • Maple

  • Referenced in 4849 articles [sw00545]
  • The result of over 30 years of cutting...
  • Mathematica

  • Referenced in 5561 articles [sw00554]
  • Almost any workflow involves computing results, and that...
  • Matlab

  • Referenced in 11180 articles [sw00558]
  • MATLAB® is a high-level language and interactive...