It differs from Amesos in that it is templated on the scalar and index types.Ī direct solver package for saddle-point matrices. The goal of Amesos is to make AX=B as easy as it sounds, at least for direct methods.Īmesos2 is a package for solving sparse linear systems using direct solvers. Octave helps in solving linear and nonlinear problems numerically, and for performing other numerical experiments using a language that is mostly compatible with MATLAB.Īmesos is the Direct Sparse Solver Package in Trilinos. Scientific Computing Tools for Python(SciPy) is an open-source Python library used for scientific computing and technical computing. ViennaCL is a free open-source linear algebra library for computations on many-core architectures (GPUs, MIC) and multi-core CPUs. Library of high-performance linear algebra routines for parallel distributed memory machines. NAPACK is a collection of Fortran subroutines for doing numerical linear algebra and optimization.
The MAGMA project aims to develop a dense linear algebra library similar to LAPACK but for heterogeneous/hybrid architectures, starting with current "Multicore+GPU" systems. LAPACK is written in Fortran 90 and provides routines for solving systems of simultaneous linear equations, least-squares solutions of linear systems of equations, eigenvalue problems, and singular value problems. Though especially designed for use for PetaFlop/s applications solving large problem sizes on massively parallel supercomputers, ELPA eigensolvers have proven to be also very efficient for smaller matrices.įLENS extends C++ for matrix/vector types that are ideally suited for numerical linear algebra.
#Gmsh lapack libraries software
Software Repository LINEAR ALGEBRA SOLVERS DIRECT SOLVERSĭense linear algebra software relying on sequential task-based algorithms where sub-tasks of the overall algorithms are submitted to a Runtime system.ĭistributed Parallel Linear Algebra Software for Multicore Architectures.Įigen is a C++ template library for linear algebra: matrices, vectors, numerical solvers, and related algorithms.Įigenvalue SoLvers for Petaflop-Applications.
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