MATLAB is a widely used proprietary software for performing numerical calculations. It comes with its own programming language, in which numerical algorithms can be implemented.
GNU Octave GNU Octave is a high-level language, primarily intended for numerical computations. It provides a convenient command line interface for solving linear and nonlinear problems numerically, and for performing other numerical experiments using a language that is mostly compatible with MATLAB. A number of GUI front-ends (Cantor[disambiguation needed], KAlgebra) to Octave is implemented on Linux. Active user community provide technical support to its users.
FlexPro is a program for data analysis and presentation of measurement data. It provides a rich Excel-like user interface and its built-in vector programming language FPScript has a syntax similar to MATLAB.
Scilab is advanced numerical analysis package similar to MATLAB or Octave. Comes with a complete GUI and Xcos which is alternative to Simulink. (free software, GPL-compatible CeCILL license )
Rlab is another free software computer program which bears a strong resemblance to MATLAB. Rlab development ceased for several years but it was revived as RlabPlus.
SimplexNumerica is a program for data analysis and presentation of measurement data. It provides a state-of-the art user interface and a 2D/3D rendering engine for charts and mathematical routines for Approximation, Interpolation, FFT, Regression Analysis, etc.
Sysquake is a computing environment with interactive graphics for mathematics, physics and engineering. Like other applications from Calerga, it is based on a MATLAB-compatible language.
LabVIEW offers both textual and graphical programming approaches to numerical analysis. Its text-based programming language MathScript uses .m file script syntax providing some compatibility with MATLAB and its clones.
jLab, a research platform for building an open source MATLAB-like environment in pure Java and Groovy. Currently supports interpreted j-Scripts (MATLAB-like) and compiled GroovySci (extension to Groovy) scripts that provides direct interfacing to Java code and scripting access to many popular Java scientific libraries (e.g. Weka and JSci[1]) and application Wizards. (Project Page: [2])
QED Solver is software for performing numerical calculations for math, science and engineering applications. It has a simple declarative programming language that allows linear and nonlinear equations to be entered as one would write them. The solver engine uses sparse matrix methods to be efficient for large problems.
Add-ons:
Jacket, A proprietary GPU Toolbox for MATLAB, enabling some MATLAB computations to be offloaded to the GPU for acceleration and data visualization purposes.
sciGPGPU [3], a GPU-enabling toolbox for Scilab that provides a gpu computing capabilities at Scilab. It uses an implementation of BLAS (cuBLAS) and FFT (cuFFT) through gpuAdd, gpuMult, gpuFFT and other functions. This toolbox uses essentially Cuda but some functions, as gpuBuild, have been created for build and use kernels developed with OpenCL or Cuda.
MCXLAB [4], a Monte Carlo simulation add-on to MATLAB or Octave, also available as an OpenCL-based implementation to offload parallel computation to GPU.
Maple, a general-purpose commercial mathematics software package.
Mathcad offers a WYSIWYG interface and the ability to generate publication-quality mathematical equations.
Mathematica offers numerical evaluation, optimization and visualization of a very wide range of numerical functions. It also includes a programming language and computer algebra capabilities.
PARI/GP is a widely used computer algebra system designed for fast computations in number theory (factorizations, algebraic number theory, elliptic curves...), but also contains a large number of other useful functions to compute with mathematical entities such as matrices, polynomials, power series, algebraic numbers etc., and a lot of transcendental functions. PARI is also available as a C library to allow for faster computations.
Sage is an open-source math software, with a unified Python interface which is available as a text interface or a graphical web-based one. Includes interfaces for open-source and proprietary general purpose CAS, and other numerical analysis programs, like PARI/GP, GAP, gnuplot, Magma, and Maple.
Speakeasy is an interactive numerical environment also featuring an interpreted programming language. Born in the mid '60s for matrix manipulation and still in continuous evolution, it pioneered the most common paradigms of this kind of tools, featuring dynamic typing of the structured data objects, dynamic allocation and garbage collection, operators overloading, dynamic linking of compiled or interpreted additional modules contributed by the community of the users and so on.
Trilinos is a collection of open source, object-oriented libraries for use in scientific and engineering applications. Trilinos is based on scalable, parallel linear algebra algorithms.
Interface-oriented
Automlab is a simulation tool created by IRAI www.irai.com.
Baudline is a time-frequency browser for numerical signals analysis and scientific visualization.
DADiSP is a commercial program focused on DSP that combines the numerical capability of MATLAB with a spreadsheet like interface.
EJS is an open source software tool, written in Java, for generating simulations.
Euler Mathematical Toolbox is a powerful numerical laboratory with a programming language that can handle real, complex and interval numbers, vectors and matrices. It can produce 2D/3D plots.
jHepWork is a free data-analysis framework written in Java which uses Jython for scripting (although other Java scripting can also be used)
FEniCS Project is a collection of project for automated solutions to PDEs.
Hermes is a C++ library of advanced adaptive finite element algorithms to solve PDEs and multiphysics coupled problems.
Fityk is a curve fitting and data analysis program. Primarily used for peak fitting and analyzing peak data.
FlexPro is a commercial program for interactive and automated analysis and presentation of mainly measurement data. It supports many binary instrument data formats and has its own vectorized programming language.
IGOR Pro, a software package with emphasis on time series, image analysis, and curve fitting. It comes with its own programming language and can be used interactively.
LabPlot is a data analysis and visualization application built on the KDE Platform.
numberGo Publisher is a data analysis tool that lets you pivot and chart data, and save it as a portable document.
Origin, a software package that is widely used for making scientific graphs. It comes with its own C/C++ compiler that conforms quite closely to ANSI standard.
QtiPlot is a data analysis and scientific visualisation program, similar to Origin.
ROOT is a free object oriented multipurpose data analysis package, developed at CERN.
SALOME is a free software that provides a generic platform for pre- and post-processing for numerical simulation.
Shogun, an open source Large Scale Machine Learning toolbox that provides several SVM implementations (like libSVM, SVMlight) under a common framework and interfaces to Octave, MATLAB, Python, R
Waffles is a free-software collection of command-line tools designed for scripting machine learning operations in automated experiments and processes.
acslX is a software application for modeling and evaluating the performance of continuous systems described by time-dependent, nonlinear differential equations.
ADMB is a software suite for non-linear statistical modeling based on C++ which uses automatic differentiation.
AMPL is a mathematical modeling language for describing and solving high complexity problems for large scale optimization.
Ch, a commercial C/C++ based interpreted language with computational array for scientific numerical computation and visualization.[1]
APMonitor: APMonitor is a mathematical modeling language for describing and solving representations of physical systems in the form of differential and algebraic equations.
jHepWork is scientific package which uses Jython to call numerical and graphical libraries written in Java
Julia is designed for cloud parallel scientific computing in mind on LLVM-based JIT as a backend. Lightweight “green” threading (coroutines). Direct calls of C functions from code (no wrappers or special APIs needed), support for Unicode. Powerful shell-like capabilities for managing other processes. Lisp-like macros and other metaprogramming facilities.
O-Matrix - a matrix programming language for mathematics, engineering, science, and financial analysis.
OptimJ is a mathematical Java-based modeling language for describing and solving high complexity problems for large scale optimization.
Perl Data Language, also known as PDL, an array extension to Perl ver.5, used for data manipulation, statistics, numerical simulation and visualization.
R is a widely used system with a focus on data manipulation and statistics which implements the S language. Many add-on packages are available
SAS, a system of software products for numerical analysis
VisSim is a visual block diagram language for simulation of nonlinear dynamic systems and model based embedded development. Its fast ODE engine supports real-time simulation of complex large scale models. The highly efficient fixed point code generator allows targeting of low cost fixed-point embedded processors.
Tags: List of numerical analysis software, Informatics Engineering, 464, List of numerical analysis software Listed here are end user computer applications intended for use with numerical or data analysis : Contents Numerical software packages 2 General purpose computer algebra systems 3 Interface oriented 4 Language oriented 5 Historically significant 6 See also 7 References 8 External links Numerical software packages MATLAB is a widely used proprietary software f, List of numerical analysis software, English, Instruction Examples, Tutorials, Reference, Books, Guide pasar, pts-ptn.net
