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List of numerical libraries information


This is a list of numerical libraries, which are libraries used in software development for performing numerical calculations. It is not a complete listing but is instead a list of numerical libraries with articles on Wikipedia, with few exceptions.

The choice of a typical library depends on a range of requirements such as: desired features (e.g. large dimensional linear algebra, parallel computation, partial differential equations), licensing, readability of API, portability or platform/compiler dependence (e.g. Linux, Windows, Visual C++, GCC), performance, ease-of-use, continued support from developers, standard compliance, specialized optimization in code for specific application scenarios or even the size of the code-base to be installed.

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List of numerical libraries

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a list of numerical libraries, which are libraries used in software development for performing numerical calculations. It is not a complete listing but...

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IMSL Numerical Libraries

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(International Mathematics and Statistics Library) is a commercial collection of software libraries of numerical analysis functionality that are implemented...

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NAG Numerical Library

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The NAG Numerical Library is a software product developed and sold by The Numerical Algorithms Group Ltd. It is a software library of numerical analysis...

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List of statistical software

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programming language with statistical features and numerical analysis IMSL Numerical Libraries – software library with statistical algorithms JMP – visual analysis...

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Math Kernel Library

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successor is the Intel oneAPI Deep Neural Network Library. OneAPI (compute acceleration) List of numerical libraries Automatically Tuned Linear Algebra Software...

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GNU Scientific Library

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Scientific Library. List of numerical-analysis software List of numerical libraries Netlib Numerical Recipes GPL-3.0-or-later since 2007-07-02. GPL-2.0-or-later...

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Numerical linear algebra

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libraries like LAPACK. More libraries can be found on the List of numerical libraries. Trefethen, Lloyd; Bau III, David (1997). Numerical Linear Algebra (1st ed...

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Comparison of linear algebra libraries

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

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Numerical analysis

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Numerical analysis is the study of algorithms that use numerical approximation (as opposed to symbolic manipulations) for the problems of mathematical...

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List of optimization software

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List of constraint programming languages List of numerical libraries List of optimization algorithms List of SMT solvers Hall, Julian (21 September 2020)...

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Basic Linear Algebra Subprograms

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and Lisp-Stat. With the advent of numerical programming, sophisticated subroutine libraries became useful. These libraries would contain subroutines for...

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List of computer algebra systems

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Comparison of statistical packages List of information graphics software List of numerical-analysis software List of numerical libraries List of statistical...

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List of numerical analysis topics

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This is a list of numerical analysis topics. Validated numerics Iterative method Rate of convergence — the speed at which a convergent sequence approaches...

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LAPACK

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open-source software portal List of numerical libraries Math Kernel Library (MKL) NAG Numerical Library SLATEC, a FORTRAN 77 library of mathematical and statistical...

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ALGLIB

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List of numerical analysis software List of numerical libraries "Math.NET Numerics". Numerics.mathdotnet.com. Retrieved 2010-07-10. "Math.NET Numerics Contributors"...

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Numerical differentiation

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In numerical analysis, numerical differentiation algorithms estimate the derivative of a mathematical function or function subroutine using values of the...

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NumPy

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degree of compatibility with existing numerical libraries. This functionality is exploited by the SciPy package, which wraps a number of such libraries (notably...

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Numerical Recipes

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Numerical Recipes is the generic title of a series of books on algorithms and numerical analysis by William H. Press, Saul A. Teukolsky, William T. Vetterling...

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DnAnalytics

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support for Intel Math Kernel Library (Microsoft Windows and Linux) Math.NET Numerics List of numerical libraries list of numerical analysis software v t e...

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Template Numerical Toolkit

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development status as active maintenance. The principal designer of TNT is Roldan Pozo. List of numerical libraries Template Numerical Toolkit homepage at NIST...

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Numerical integration

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analysis, numerical integration comprises a broad family of algorithms for calculating the numerical value of a definite integral. The term numerical quadrature...

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Matrix Template Library

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List of numerical libraries J.G. Siek and A. Lumsdaine: The Matrix Template Library: A Generic Programming Approach to High Performance Numerical Linear...

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