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Daftar/Tabel -- numerical libraries

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

Contents

Multi-language

  • ALGLIB is an open source numerical analysis library which may be used from C++, C#, FreePascal, Delphi, VBA.
  • IMSL Numerical Libraries are libraries of numerical analysis functionality implemented in standard programming languages like C, Java, C# .NET, Fortran, and Python.
  • The NAG Library is a collection of mathematical and statistical routines for multiple programming languages (C, C++, Fortran, Visual Basic, Java and C#) and packages (MATLAB, Excel, R, LabVIEW).

C

C++

  • Armadillo is a C++ linear algebra library (matrix and vector maths), aiming towards a good balance between speed and ease of use. It employs template classes, and has optional links to BLAS and LAPACK.
  • Blitz++ is a high-performance vector mathematics library written in C++.
  • Eigen is a vector mathematics library with performance comparable with Intel's Math Kernel Library
  • Hermes Project: C++/Python library for rapid prototyping of space- and space-time adaptive hp-FEM solvers.
  • IML++ is a C++ library for solving linear systems of equations, capable of dealing with dense, sparse, and distributed matrices.
  • IT++ is a C++ library for linear algebra (matrices and vectors), signal processing and communications. Functionality similar to MATLAB and Octave.
  • LAPACK++, a C++ wrapper library for LAPACK and BLAS
  • LinBox is a C++ template library for doing exact computational linear algebra.
  • MTL4 is a generic C++ template library providing sparse and dense BLAS functionality. MTL4 establishes an intuitive interface (similar to MATLAB) and broad applicability thanks to Generic programming.
  • NTL is a C++ library for number theory.
  • GNU Scientific Library (GSL) is a numerical library for C and C++ programmers. It is free software under the GNU General Public License. The library provides a wide range of mathematical routines such as random number generators, etc. There are over 1000 functions in total with an extensive test suite.

.NET Framework languages C#, F# and VB.NET

  • ILNumerics.Net high performance, typesafe numerical array classes and functions for general math, FFT and linear algebra, aims .NET/mono, 32&64 bit, script-like syntax in C#, 2D & 3D plot controls, efficient memory management
  • IMSL Numerical Libraries for .NET is a set of mathematical, statistical, data mining, financial and charting classes written in C#.
  • Measurement Studio is an integrated suite UI controls and class libraries for use in developing test and measurement applications. The analysis class libraries provide various digital signal processing, signal filtering, signal generation, peak detection, and other general mathematical functionality.
  • NMath by CenterSpace Software: numerical component libraries for the .NET platform, including signal processing (FFT) classes, a linear algebra (LAPACK & BLAS) framework, and a statistics package.
  • suanshu.net by Numerical Method Inc.: is a large collection of numerical algorithms including linear algebra, (advanced) optimization, interpolation, Markov model, principal component analysis, time series analysis, hypothesis testing, regressions, statistics, ordinary and partial differential equation solvers, and suanshu.
  • NLinear is a generic linear algebra toolkit in C# compatible with Silverlight.
  • Math.NET is an opensource initiative to build and maintain toolkits covering fundamental mathematics, targetting advanced but also every day needs of .Net developers. http://www.mathdotnet.com/

Fortran

Java

  • Apache Commons, is an open-source for creating reusable Java components. It has numerical packages for linear algebra and non-linear optimization.
  • JAMA, a numerical linear algebra toolkit for the Java programming language. No active development has taken place since 2005, but it still one of the more popular linear algebra packages in Java.
  • JHepWork, an open-source Java libraries for numerical calculations, data I/O and visualisation of scientific results. Used together with Jython.
  • JMSL Numerical Libraries, is a comprehensive set of mathematical, statistical, data mining, financial and 2D/3D charting classes.
  • Matrix Toolkit Java is a linear algebra library based off of BLAS and LAPACK.

Perl

  • Perl Data Language gives standard Perl the ability to compactly store and speedily manipulate the large N-dimensional data arrays which are the bread and butter of scientific computing.

Python

  • JHepWork scientific libraries based on Jython, Java implementation of the Python language.
  • matplotlib, a MATLAB-like plotting library.
  • NumPy, a library that adds support for the manipulation of large, multi-dimensional arrays and matrices; it also includes a large collection of high-level mathematical functions. NumPy serves as the backbone for a number of other numerical libraries, notably SciPy.
  • PAW is a free data analysis package developed at CERN.
  • Sage Math is a large mathematical software application which integrates the work of nearly 100 free software projects and supports linear algebra, combinatorics, numerical mathematics, calculus, and more.
  • SciPy, a large library of scientific tools. Includes NumPy
  • ScientificPython, a library with a different set of scientific tools

Ruby

JHepWork provides an interface to call numerical libraries using the Ruby programming language. The interfacing is done using JRuby (Ruby implemented in Java)

Others

See also

(Sebelumnya) List of numerical analysis softwareList of obfuscators for .NET (Berikutnya)