Mathematical software
Software used in mathematical applications
Mathematical software is software used to model, analyze or calculate numeric, symbolic or geometric data.
01Evolution of mathematical software
Mathematical knowledge of techniques such as algorisms which existed before the invention of the electronic computer, helped to develop mathematical software. On the other hand, due to the growth of computing power (such as Moore's law), the new treatment (for example, a new kind of technique such as data assimilation which combined numerical analysis and statistics) needed the progress of the mathematical science or applied mathematics.
The progress of mathematical information presentation such as TeX or MathML will demand to evolution form formula manipulation language to true mathematics manipulation language (not withstanding the problem that whether mathematical theory is inconsistent or not). And popularisation of general purpose mathematical software, special purpose mathematical software so called one purpose software which use special subjects will adapt for environmental progress at the normalisation of the platform, keeping the diversity of mathematical software.
02Software calculator
A software calculator allows the user to perform simple mathematical operations, like addition, multiplication, exponentiation and trigonometry. Data input is typically manual, and the output is a text label.
03Educational mathematics software
04Computer algebra systems
Many mathematical suites are computer algebra systems that use symbolic mathematics. They are designed to solve classical algebra equations and problems in human readable notation.
- Axiom
- Cadabra
- FriCAS
- GAP
- GNU Octave
- Magma
- Magnus
- Maple
- Mathcad
- Mathematica
- Mathomatic
- Maxima
- PARI/GP
- REDUCE
- SageMath
- Scilab
- SMath Studio
- Symbolic Math Toolbox (MATLAB)
- SymPy
- Wolfram Alpha
- Xcas / Giac
- Yacas
05Solvers
A solver is a piece of mathematical software, possibly in the form of a stand-alone computer program or as a software library, that 'solves' a mathematical problem. A solver takes problem descriptions in some sort of generic form and calculates their solution. In a solver, the emphasis is on creating a program or library that can easily be applied to other problems of similar type.
Equation solvers
Optimization software
- ADMB
- ALGLIB
- AIMMS
- AMPL
- ANTIGONE
- APMonitor
- ASCEND
- BARON
- CasADi
- COIN-OR
- Concorde TSP Solver
- Couenne
- CPLEX
- CUTEr
- Dlib
- FICO Xpress
- Galahad library
- GEKKO
- GLPK
- Gurobi Optimizer
- HiGHS
- IPOPT
- Lp solve
- MIDACO
- MiniZinc
- MINOS
- MINUIT
- MOSEK
- NEOS Server
- OpenMDAO
- OR-Tools
- Pyomo
- SCIP
- SciPy
- SNOPT
- TOMLAB
- WORHP
SMT solvers
Theorem-provers
06Cryptography
07Statistics
Statistical software
- ADaMSoft
- ADMB
- Alt-Ergo
- Alteryx
- Analytica
- Angoss
- ASReml
- BMDP
- BV4.1
- CARINE
- Chronux
- CSPro
- DAP
- Dataplot
- DataGraph
- EViews
- FAME
- Fityk
- GAUSS
- GeoDA
- Genedata
- GenStat
- GLIM
- GNU Octave
- GraphPad InStat
- GraphPad Prism
- gretl
- Igor Pro
- IMSL Numerical Libraries
- jamovi
- JASP
- JMulTi
- JMP
- KNIME
- LabPlot
- LIBSVM
- LIMDEP
- LISREL
- MATLAB
- Mathematica
- MedCalc
- MINUIT
- Minitab
- MLwiN
- Mondrian
- NAG Numerical Library
- NCSS
- Neural Designer
- NLOGIT
- nQuery Sample Size Software
- O-Matrix
- OpenBUGS
- OpenEpi
- OpenMx
- OpenNN
- Orange
- OriginPro
- Pandas
- PASS Sample Size Software
- Perl Data Language
- Ploticus
- Primer-E Primer
- PSPP
- PV-WAVE
- Qlucore
- RapidMiner
- R
- RATS
- ROOT
- Salstat
- S-PLUS
- SAS
- Scilab
- SciPy
- Shogun (toolbox)
- Simfit
- SOCR
- SOFA Statistics
- SPSS
- SPSS Modeler
- Stan
- StatCrunch
- Statgraphics
- Statistica
- StatsDirect
- StatXact
- Stata
- SYSTAT
- TOPCAT
- Torch
- WarpPLS
- Weka
- WinBUGS
- Winpepi
- Wolfram Language
- World Programming System
- X-13ARIMA-SEATS
- XploRe
08Theorem provers and proof assistants
09Geometry
10Numerical analysis
The Netlib repository contains various collections of software routines for numerical problems, mostly in Fortran and C. Commercial products implementing many different numerical algorithms include the IMSL, NMath and NAG libraries; a free alternative is the GNU Scientific Library. A different approach is taken by the Numerical Recipes library, where emphasis is placed on clear understanding of algorithms.
Many computer algebra systems (listed above) can also be used for numerical computations.
11Music mathematics software
Music mathematics software utilizes mathematics to analyze or synthesize musical symbols and patterns.
- jMusic
- Musimat (by Gareth Loy)
- OpenMusic
- Opusmodus
- Rubato Composer
- SuperCollider
- UPIC
12Physics
13Websites
A growing number of mathematical software is available in web browsers, without the need to download or install any code.
14Biomathematics
15Mathematical chemistry
16Mathematical and numerical libraries
C
Open-source |
Proprietary |
C++
Open-source
- Adept
- Advanced Simulation Library
- Armadillo
- Blitz++
- Boost.uBLAS
- CGAL
- Class Library for Numbers
- deal.II
- Eigen
- GetFEM++
- IML++
- IT++
- LAPACK++
- Matrix Template Library
- MFEM
- Multiple Precision Integers and Rationals
- Number Theory Library
- SU2 code
- Template Numerical Toolkit
- Trilinos
Fortran
Open-source |
Proprietary |
Java
Open-source |
Proprietary |
.NET
Open-source |
Proprietary |
Perl
Open-source
Python
Open-source
17List of mathematical software
18Mathematical notation software
19Spreadsheet software
20Mathematical art software
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21Artificial intelligence for mathematics
- AlphaDev, algorithm discovery
- AlphaEvolve, mathematical and algorithm discovery
- AlphaGeometry, geometry problem solving
- AlphaTensor, matrix multiplication discovery
- FunSearch, mathematical discovery
- Ramanujan machine, conjecture discovery
Sources and credits
This article is adapted from the Wikipedia article “Mathematical software”, written by its contributors and licensed under CC BY-SA 4.0. Fathomly has changed the layout, removed citation markers, navigation and maintenance notices, and adjusted punctuation. This adapted version is shared under the same license. For references, see the original article.
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