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Comparison of linear algebra libraries information


The following tables provide a comparison of linear algebra software libraries, either specialized or general purpose libraries with significant linear algebra coverage.

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Comparison of linear algebra libraries

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provide a comparison of linear algebra software libraries, either specialized or general purpose libraries with significant linear algebra coverage. Matrix...

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List of numerical libraries

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is a modern C++ library with easy to use linear algebra and optimization tools which benefit from optimized BLAS and LAPACK libraries. Eigen is a vector...

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Algebra

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methods of transforming equations to isolate variables. Linear algebra is a closely related field investigating variables that appear in several linear equations...

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Outline of software

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Relay Chat clients Comparison of LAN messengers Comparison of lightweight web browsers Comparison of linear algebra libraries Comparison of Linux distributions...

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List of computer algebra systems

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a comparison of computer algebra systems (CAS). A CAS is a package comprising a set of algorithms for performing symbolic manipulations on algebraic objects...

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System of linear equations

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part of numerical linear algebra, and play a prominent role in engineering, physics, chemistry, computer science, and economics. A system of non-linear equations...

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INTLAB

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demonstration of the AWA toolbox Short demonstration of the Taylor model toolbox List of numerical analysis software Comparison of linear algebra libraries S.M...

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Automatically Tuned Linear Algebra Software

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Automatically Tuned Linear Algebra Software (ATLAS) is a software library for linear algebra. It provides a mature open source implementation of BLAS APIs for...

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Generalized eigenvector

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In linear algebra, a generalized eigenvector of an n × n {\displaystyle n\times n} matrix A {\displaystyle A} is a vector which satisfies certain criteria...

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Google JAX

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version of autograd (automatic obtaining of the gradient function through differentiation of a function) and TensorFlow's XLA (Accelerated Linear Algebra)....

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List of optimization software

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FortSP – stochastic programming. GAMS – General Algebraic Modeling System. Gurobi Optimizer – solver for linear and quadratic programming with continuous or...

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Geometric algebra

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algebra (also known as a Clifford algebra) is an extension of elementary algebra to work with geometrical objects such as vectors. Geometric algebra is...

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Mathematical software

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library, where emphasis is placed on clear understanding of algorithms. Many computer algebra systems (listed above) can also be used for numerical computations...

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Linear programming

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§ Optimization of expected shortfall Input–output model Job shop scheduling Least absolute deviations Least-squares spectral analysis Linear algebra Linear production...

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Computational science

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Computer algebra, including symbolic computation in fields such as statistics, equation solving, algebra, calculus, geometry, linear algebra, tensor analysis...

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Math library

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such as linear algebra is usually provided in 3rd party libraries, such as a linear algebra library or vector maths library. In a math library, it is frequently...

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SageMath

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for Algebra and Geometry Experimentation") is a computer algebra system (CAS) with features covering many aspects of mathematics, including algebra, combinatorics...

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Numerical analysis

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in celestial mechanics (predicting the motions of planets, stars and galaxies), numerical linear algebra in data analysis, and stochastic differential...

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PyTorch

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superficially related to its original meaning as a certain kind of object in linear algebra. Tensors in PyTorch are simply multi-dimensional arrays. PyTorch...

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SciPy

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open-source Python library used for scientific computing and technical computing. SciPy contains modules for optimization, linear algebra, integration, interpolation...

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Sparse matrix

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matrix formats, linear algebra, and solvers. ALGLIB is a C++ and C# library with sparse linear algebra support ARPACK Fortran 77 library for sparse matrix...

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List of statistical software

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analysis Comparison of statistical packages Free statistical software List of computer algebra systems List of information graphics software List of numerical...

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Boolean operations on polygons

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polygons of the same direction may be performed in linear time. Boolean algebra Computational geometry Constructive solid geometry, a method of defining...

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