संख्यात्मक विश्लेषण सॉफ्टवेयर की तुलना

नीचे की सारणियों में संख्यात्मक विश्लेषण करने वाले सॉफ्टवेयरों की भिन्न भिन्न तरह से तुलना की गयी है।

 अप्लिकेशन 

 सामान्य 

 निर्माता कब विकास आरम्भ हुआ प्रथम सार्वजनिक लाइसेन्सLatest stable version Stable release dateCost (USD) लाइसेन्स टिप्पणी ADMB D. Fournier, ADMB Project 1989 1990 11.5   BSD 3-clause (aka new) License Automatic differentiation makes it well suited to complex minimization problems Analytica Lumina Decision Systems 1982 (Demos)  4.6  Free (Analytica Free 101), $995 (Professional),  $2795 (Enterprise) Proprietary A numerical modeling environment with a declarative and visual programming language based on influence diagrams. Ch SoftIntegration 7.5.1  $399 (commercial) / $199 (academic) / Free (student) Proprietary C/C++ based numerical computing and graphical plotting DADiSP DSP Development 1984 1987 6.7 B02   Proprietary Numeric computations for science and engineering featuring a spreadsheet like interface. DataMelt S.Chekanov (jwork.org) 2005 2005 1.4   Free for non-commercial use Mathematics, symbolic calculations, algebra, data analysis, data mining, interactive 2D/3D graphics, Java scriptable, used for science and engineering, Cross-platform  (written in Java) Dyalog APL Dyalog Ltd. 1981 1983 16.0  £850/year or 2% royalty (free for non-commercial use) Proprietary A modern dialect of APL, enhanced with features for functional and object-oriented programming. Euler Math Toolbox René Grothmann 1987 1988 2017-10-26   GPL Also a computer algebra system through interface with Maxima Fityk Marcin Wojdyr 2002 1.3.1   GPL interactive graphics, scriptable, specialized in curve fitting and peak fitting, 2D onlyFlexProWeisang GmbHn/a199120172017 ProprietaryDynamic, interactive 2D/3D diagrams, programmable, VBA, high performances, multicore compatible, large data sets. FreeMat Samit Basu 2004 4.2   GPL Codeless interface to external C, C++, and Fortran code.  Mostly compatible with MATLAB. GAUSS Aptech Systems 1984 17   Proprietary  GNU Data Language Marc Schellens 2004 0.9.7   GPL Aimed as a drop-in replacement for IDL/PV-WAVE GNU MCSim Frederic Y. Bois & Don Maszle 1991 1993 6.0.0   GPL General simulation and Monte Carlo sampling software GNU Octave John W. Eaton 1988 1993 4.4.0   GPL General numerical computing package with lots of extension modules. Syntax mostly compatible with MATLAB IGOR Pro WaveMetrics 1986 1988 7.00   Proprietary interactive graphics, programmable, 2D/3D, used for science and engineering, large data sets. J Jsoftware 1989 1990 J805   GPL online access to: J Application Library (JAL) Julia Jeff Bezanson, Stefan Karpinski, Viral B. Shah, and otherContributors to JuliaLang/julia - GitHub contributors 2009 2012 0.6.3   MIT License Direct calls of C functions (no wrappers needed). Designed for cloud parallel computing with LLVM JIT as a backend. Lightweight "green" threading (coroutines). Efficient support for Unicode. Shell-like capabilities for managing other processes. Lisp-like macros and other metaprogramming facilities. LabVIEW National Instruments 1985 1986 2016   Proprietary  Graphical, and textual through formula nodes, mathscript and .m file scripts Maple Maplesoft 1980 1982 2017   Proprietary Mainly a computer algebra system Mathcad Parametric Technology Corporation 1985 1986 15.0 ; Prime 3.1   Proprietary  Mathematica Wolfram Research 1986 1988     Proprietary Also computer algebra system mathlayer Quant Advisory Limited 2015 2015 1.1.3.8   CC BY 4.0 Windows only. Designed to be embedded. MATLAB MathWorksthe late 1970s 1984R2018a   Proprietary Numerical computation and simulation with extended 2D/3D visualization. Maxima MIT Project MAC and Bill Schelter et al. 1967 1982 5.41.0   GPL Mainly a computer algebra system MLAB Civilized Software, Inc. 1970 (in SAIL), 1985 (in C) 1972 (on DEC-10), 1988 (on PCs), 1993 (on MACs) 2015   Proprietary Numerical and Statistical computation for Scientific Applications, e.g. Chemical Kinetics। ODE Solving and Curve-Fitting. Symbolic Differentiation, Survival Analysis, Cluster Analysis, 2D/3D Graphics.  Origin OriginLab 1991 2016 22 May 2017  Proprietary Integrated data analysis graphing software for science and engineering.  Flexible multi-layer graphing framework. 2D, 3D and statistical graph types. Built-in digitizing tool. Analysis with auto recalculation and report generation. Built-in scripting and programming languages. Perl Data Language Karl Glazebrooklate 1990sc. 1997 2.012   Artistic License Used for astrophysics, solar physics, oceanography, biophysics, and simulation. 2D plotting via PGPLOT, PLPlot bindings; 3D via GL. PSPP Ben Pfaff 1990s 1990s 0.8.5   GPL v.3 or later FOSS alternative to IBM SPSS. Analysis of sampled data, frequencies, cross-tabs comparison of means (t-tests and one-way ANOVA); linear regression, logistic regression, reliability (Cronbach's Alpha, not failure or Weibull), and re-ordering data, non-parametric tests, factor analysis, cluster analysis, principal components analysis, chi-square analysis and more R R Foundation 1997 1997 3.3.2   GPL Primarily for statistics, but there are many interfaces to open-source numerical software SageMath William Stein  2005    GPL Programmable, includes computer algebra, 2D+3D plotting. Interfaces to many open-source and proprietary software. Web based interface HTTP or HTTPS SAS Anthony Barr and James Goodnight 1966 1972 9.4   Proprietary  SequenceL Texas Multicore Technologies 1989 2012 2.4   Proprietary Functional programming language and tools. Delivers high performance on multicore hardware with ease of programming, and code clarity/readability. Designed to work with other languages, including C, C++, C#, Java, Fortran, Python, etc. Can be compiled to multithreaded C++ (and optionally OpenCL) code with no explicit indications from the programmer of how or what to parallelize. A platform-specific runtime manages the threads safely. S-Lang John E. Davis 1992 2.3.0   GPL, Artistic License (1.x only) Available as a standalone (slsh) and embedded interpreter (jed, slrn, ...) साइलैब Scilab Enterprises Was:Inria 1990 1994 6.0.1   CeCILL license Programmable, direct support of 2D+3D plotting. Interfaces to many other software packages. Interfacing to external modules written in C, Java, Python or other languages. Language syntax similar to MATLAB. Used for numerical computing in engineering and physics. SPSS Normal H. Nie, Dale H. Bent, and C. Hadlai Hull  1968 23.0   Proprietary  Sysquake Calerga 1998 5.0   Proprietary interactive graphics TK Solver Universal Technical Systems, Inc.late 1970s 1982 5.0.141   Proprietary Numerical computation and rule-based application development VisSim Visual Solutions 1989 10.1   Proprietary Visual Language for simulation and Model Based Design. Used in business, science and engineering. Performs complex scalar or matrix based ODE solving with parametric optimization. Has 2D and 3D plotting, 3D animation, and state transition built in. Yorick n/a n/a n/a 9   GPL Programmable, callable 2D+3D plotting. Language syntax similar to C. Interfacing to other software packages via C calls.

 प्रचालन तन्त्र क समर्थन 
The operating systems the software can run on natively (without emulation).

 Windows macOS Linux BSD Unix DOS Android SaaS ADMB         Analytica         Ch         Dyalog APL         DADiSP         DataMelt         Euler Math Toolbox        FlexPro         FreeMat         GAUSS         GNU Data Language         GNU MCSim         ग्नू ऑक्टेव         IGOR Pro         Julia         LabVIEW         Maple         मैथमेटिका         मैटलैब         MLAB         Origin         Perl Data Language         R         SageMath Once was supported        SAS         SequenceL         S-Lang         Scilab         Sysquake         TK Solver         The Unscrambler         VisSim        

 भाषा सम्बन्धी विशेषताएँ 
Colors indicate features available as
basic system capabilitiesofficial or officially supported extensions and librariesthird-party software components or not supported

 Standalone executables creation support Symbolic computation support OOP support GUI creation support Multi-dimensional arrays as primitive data type Centralized extension library website Can call code in other languages Can be called from other languages Analytica      COM, ExcelExcel, COM, .NET Dyalog APL    Win32, .NET, WPF, HTML/JS   COM, .NET, WebServices, Shared Libraries, DLLs, NAG, R, JavaScript COM, .NET, WebServices GNU Data Language     GUI Widgets since v.0.9 but still incomplete  C, PythonPython GNU MCSim     XMCSim with TCL/TK and wish  CR ग्नू ऑक्टेव  with mkoctfile  only with GiNaC extension     C++, Fortran, Perl, Tcl Java, Perl, C++ J      JavaScriptJavaScript Julia       C, फोरट्रॉन Python, C++, Java, MATLAB C/C++ LabVIEW    C/C++, DLLs, Python, Perl, Tcl, MATLAB, ActiveX, C#/.NET Maple      C, C#, Fortran MATLAB, Excel, VisualBasic, Java, and C मैथमेटिका     Java, .NET, C++, Fortran, CUDA, OpenCL, R, PythonJava, .NET, C++Excel, LabVIEWHaskell, AppleScript, Racket, Visual Basic, PythonPythonika MathLink module for Python Clojure MATLAB मैटलैब  with extension library     Through MEX files: C, C++, Fortran. Also compiled Java and ActiveX components.Mathematica .NET, Java, Excel MLAB          PDLC via perlXS; C, Python, F77, etc. via InlinePerl, C R     Via the tcltk library   C, C++, FortranMATLABPythonExcelPythonSAS SageMath        Many languages  (any language that can call Python) SAS   DS2 and SCL    
 C, Java R (requires IML)  DataMelt       Java  (any language that can call Java) TK Solver       .NET Excel Unknown

 लाइब्रेरी

 सामान्य तथ्य 
 Creator Language First public release Latest stable version Cost (USD) License Notes ALGLIB Sergey Bochkanov C++, C#, FreePascal 2006 3.12.0 / August 2017 Dual licensed GPL/commercial General purpose numerical analysis library. Cross-platform (Windows, *nix). Armadillo NICTA C++ 2009 3.900 / 2013  MPL C++ template library for linear algebra; includes various decompositions and factorisations; syntax (API) is similar to MATLAB. DataMelt jwork.org (S.Chekanov) Java, Android 2005 12 March 2016  Free for non-commercial use General numerical calculations, statistics and interactive 2D/3D graphics for data and function presentation Extreme Optimization Numerical Libraries Extreme Optimization C# 2003 6.0 / many frequent updates  Proprietary Math and statistical libraries for the .NET Framework GNU Scientific Library GNU Project C 1996 2.3 / December 2016  GPL General purpose numerical analysis library. Targets GNU/Linux, can be built on almost any *nix OS with Ansi C compiler. ILNumerics H. Kutschbach C#, PowerShell 2007 1.3.14 / August 2008  Proprietary aims .Net/mono, 2D/3D plottings (beta) IMSL Numerical Libraries Rogue Wave Software C, Java, C#, Fortran, Python 1970 many components  Proprietary General purpose numerical analysis library. Math.NET Numerics C. Rüegg, M. Cuda, et al. C#, F#, C, PowerShell 2009 3.20 / July 2017  MIT/X11 General purpose numerical analysis and statistics library for the .NET Framework and Mono, with optional support for native providers. NAG Numerical Library The Numerical Algorithms Group C, Fortran 1971 many components  Proprietary General purpose numerical analysis library. NMath CenterSpace Software C# 2003 6.2 / March 2016  Proprietary Math and statistical libraries for the .NET Framework SciPy scipy.org community Python 2001 1.0.0 / 25 October 2017  BSD Adds numerical programming capabilities to the Python programming language. Related to NumPy, and therefore connected to the previous Numeric and Numarray packages for Python SuanShu NM Limited Java and C# 2010 many components  Proprietary Math and statistical libraries for Java

 प्रचालन तन्त्र का समर्थन 
The operating systems the software can run on natively (without emulation).

 Windows macOS Linux BSD Unix DOS Android ALGLIB        GNU Scientific Library        ILNumerics        IMSL Numerical Libraries        Math.NET Numerics        NAG Numerical Library        NMath        DataMelt        SciPy (Python packages)        SuanShu       

इन्हें भी देखें
Comparison of computer algebra systems
Comparison of deep learning software
Comparison of statistical packages
List of numerical analysis software

 सन्दर्भ 

 बाहरी कड़ियाँ