Wolfram Mathematica (usually termed Mathematica) is a modern technical computing system spanning most areas of technical computing — including neural networks, machine learning, image processing, geometry, data science, visualizations, and others. The system is used in many technical, scientific, engineering, mathematical, and computing fields. It was conceived by Stephen Wolfram and is developed by Wolfram Research of Champaign, Illinois.[7][8] The Wolfram Language is the programming language used in Mathematica.[9]
The Notebook interface
Wolfram Mathematica is split into two parts, the kernel and the front end. The kernel interprets expressions (Wolfram Language code) and returns result expressions, which can then be displayed by the front end.
The front end, designed by Theodore Gray[10] in 1988, provides a graphical user interface (GUI), which allows the creation and editing of Notebook documents[11] containing program code with Syntax highlighting, formatted text together with results including typeset mathematics, graphics, GUI components, tables, and sounds. All content and formatting can be generated algorithmically or edited interactively. Standard word processing capabilities are supported, including real-time multi-lingual spell-checking.
Documents can be structured using a hierarchy of cells, which allow for outlining and sectioning of a document and support automatic numbering index creation. Documents can be presented in a slideshow environment for presentations. Notebooks and their contents are represented as Mathematica expressions that can be created, modified or analyzed by Mathematica programs or converted to other formats.
Presenter tools support the creation of slide-show style presentations that support interactive elements and code execution during the presentation.
Among the alternative front ends is the Wolfram Workbench, an Eclipse based integrated development environment (IDE), introduced in 2006. It provides project-based code development tools for Mathematica, including revision management, debugging, profiling, and testing.[12] There is a plugin for IntelliJ IDEA based IDEs to work with Wolfram Language code which in addition to syntax highlighting can analyse and auto-complete local variables and defined functions.[13] The Mathematica Kernel also includes a command line front end.[14] Other interfaces include JMath,[15] based on GNU readline and WolframScript[16] which runs self-contained Mathematica programs (with arguments) from the UNIX command line.
High-performance computing
Capabilities for high-performance computing were extended with the introduction of packed arrays in version 4 (1999)[17] and sparse matrices (version 5, 2003),[18] and by adopting the GNU Multi-Precision Library to evaluate high-precision arithmetic.
Version 5.2 (2005) added automatic multi-threading when computations are performed on multi-core computers.[19] This release included CPU-specific optimized libraries.[20] In addition Mathematica is supported by third party specialist acceleration hardware such as ClearSpeed.[21]
In 2002, gridMathematica was introduced to allow user level parallel programming on heterogeneous clusters and multiprocessor systems[22] and in 2008 parallel computing technology was included in all Mathematica licenses including support for grid technology such as Windows HPC Server 2008, Microsoft Compute Cluster Server and Sun Grid.
Support for CUDA and OpenCL GPU hardware was added in 2010.[23] Also, since version 8 it can generate C code, which is automatically compiled by a system C compiler, such as GCC or Microsoft Visual Studio.
In 2019 support was added for compiling Wolfram Language code to LLVM.[24]
Features
Features of Wolfram Mathematica include:[25]
Libraries of mathematical elementary functions and special functions including Number theory function and combinatoric functions
Support for complex number, arbitrary precision arithmetic, interval arithmetic, numbers with uncertainty censored data, temporal data, time series, and unit based data, and symbolic computation
Matrix and data manipulation tools including support for sparse arrays and associative arrays
2D and 3D data, function and geo visualization and animation tools
Solvers for systems of equations, diophantine equations, ordinary differential equations (ODEs), non-linear partial differential equations (PDEs), differential algebraic equations (DAEs), delay differential equations (DDEs), stochastic differential equations (SDEs), and recurrence relations
Finite element analysis including 2D and 3D adaptive mesh generation
Numeric and symbolic tools for discrete and continuous calculus including continuous and discrete integral transforms
Constrained and unconstrained local and global optimization
Multivariate statistics libraries including fitting, hypothesis testing, and probability and expectation calculations on over 160 distributions.
Calculations and simulations on random processes and queues
Supervised and unsupervised machine learning tools for data, images and sounds including artificial neural networks
Tools for text mining including regular expressions, semantic analysis, sentiment analysis and fact extraction
Data mining tools such as cluster analysis, sequence alignment and pattern matching
Computational geometry in 2D, 3D and higher dimensions and Euclid-style 2D geometry
Libraries for signal processing including wavelet analysis on sounds, images and data
Audio processing filters and measures including audio recognition
Tools for 2D and 3D image processing[26] and morphological image processing including image recognition
Tools for visualizing and analysing directed and undirected graphs
Tools for cryptography including symmetric and asymmetric keys, hashing and elliptic curve cryptography
Tools for financial calculations including bonds, annuities, derivatives, options etc.
Group theory and symbolic tensor functions
Tools for Automated theorem proving
Linear and non-linear control system libraries
Microcontroller kit for giving symbolic specifications from which it automatically generates and deploys code to run autonomously in microcontrollers.
Tools for computational chemistry including bond length and angle calculations and databases of chemical properties
Programming language supporting procedural, functional, object-oriented constructs and parallel programming
Toolkit for adding user interfaces to calculations and applications
Tools for creating and deploying cloud based computational applications and services
Tools to connect to dynamic-link library (DLL), Java, .NET, C++, Fortran, CUDA, OpenCL, and Hypertext Transfer Protocol (HTTP) based systems
Using both "free-form linguistic input" (a natural language user interface)[27][28] and Wolfram Language in notebook when connected to the Internet
Deployment
This list is incomplete; you can help by expanding it.
There are several ways to deploy applications written in Wolfram Mathematica:
Mathematica Player Pro is a runtime version of Mathematica that will run any Mathematica application but does not allow editing or creation of the code.[29]
A free-of-charge version, Wolfram CDF Player, is provided for running Mathematica programs that have been saved in the Computable Document Format (CDF).[30] It can also view standard Mathematica files, but not run them. It includes plugins for common web browsers on Windows and Macintosh.
webMathematica allows a web browser to act as a front end to a remote Mathematica server. It is designed to allow a user-written application to be remotely accessed via a browser on any platform. It may not be used to give full access to Mathematica. Due to bandwidth limitations interactive 3D graphics is not fully supported within a web browser.
Wolfram Language code can be converted to C code or to an automatically generated DLL.
Wolfram Language code can be run on a Wolfram cloud service as a web-app or as an API either on Wolfram-hosted servers or in a private installation of the Wolfram Enterprise Private Cloud.
Connections to other applications, programming languages, and services
Communication with other applications occurs through a protocol called Wolfram Symbolic Transfer Protocol (WSTP). It allows communication between the Wolfram Mathematica kernel and front-end, and also provides a general interface between the kernel and other applications.[31] Wolfram Research freely distributes a developer kit for linking applications written in the programming language C to the Mathematica kernel through WSTP. Using J/Link.,[32] a Java program can ask Mathematica to perform computations; likewise, a Mathematica program can load Java classes, manipulate Java objects, and perform method calls. Similar functionality is achieved with .NET /Link,[33] but with .NET programs instead of Java programs. Other languages that connect to Mathematica include Haskell,[34] AppleScript,[35] Racket,[36] Visual Basic,[37] Python,[38][39] and Clojure.[40]
Mathematica supports the generation and execution of Modelica models for Systems modeling and connects with Wolfram System Modeler.
Links are available to many third party software packages including OpenOffice.org Calc,[41] Microsoft Excel,[42] MATLAB,[43][44][45] R,[46] SageMath (which can also pull up Mathematica),[47][48][49][50] Singular,[51] Wolfram SystemModeler, and Origin.[52] It also links to the Unity game engine and the OpenAI Gym. Mathematical equations can be exchanged with other computational or typesetting software via MathML.
Mathematica includes interfaces to SQL databases (via Java Database Connectivity JDBC),[53] MongoDB, and it can access RDF graph databases via SPARQL. Mathematica can also install web services from a Web Services Description Language (WSDL) description.[54][55] It can access HDFS data via Hadoop.[56].
Mathematica can call a variety of cloud services to retrieve or send data including arXiv, Bing, ChemSpider, CrossRef, Dropbox, Facebook, Federal Reserve, Fitbit, Flickr, Google (Analytics, Calendar, Contacts, Custom search, Plus, search, translate), Instagram, LinkedIn, MailChimp, Microsoft Translator, Mixpanel, OpenLibrary, OpenPHACTS, PubChem, PubMed, Reddit, RunKeeper, SeatGeek, SurveyMonkey, Twilio, Twitter, Wikipedia, and Yelp.[57]
Mathematica can capture real-time data via a link to LabVIEW,[58] from financial data feeds,[59] and directly from hardware devices via GPIB (IEEE 488),[60] USB,[61] and serial interfaces.[62] It automatically detects and reads from devices following the HID USB protocol. It can read directly from a range of Vernier sensors that are Go!Link-compatible.[63]
Mathematica can read and write to public blockchains (Bitcoin, Ethereum, and ARK).[64]
It supports import and export of over 220 data, image, video, sound, computer-aided design (CAD), geographic information systems (GIS),[65] document, and biomedical formats
Computable data
A stream plot of live weather data
Wolfram Mathematica includes collections of curated data provided for use in computations. Mathematica is also integrated with Wolfram Alpha, an online computational knowledge answer engine which provides additional data, some of which is kept updated in real time. Some of the data sets include astronomical, chemical, geopolitical, language, biomedical and weather data, in addition to mathematical data (such as knots and polyhedra).[66]
Reception
BYTE in 1989 listed Mathematica as among the "Distinction" winners of the BYTE Awards, stating that it "is another breakthrough Macintosh application ... it could enable you to absorb the algebra and calculus that seemed impossible to comprehend from a textbook".[67]
Version history
Mathematica version history
Wolfram Mathematica built on the ideas in Cole and Wolfram's earlier Symbolic Manipulation Program (SMP).[68][69] The name of the program "Mathematica" was suggested to Stephen Wolfram by Apple cofounder Steve Jobs although Wolfram had thought about it earlier and rejected it.[70]
Wolfram Research has released the following versions of Mathematica:[71]
1.0 – June 23, 1988[72][73][74][75]
1.1 – October 31, 1988
1.2 – August 1, 1989[75][76]
2.0 – January 15, 1991[75][77]
2.1 – June 15, 1992[75]
2.2 – June 1, 1993[75][78]
3.0 – September 3, 1996[79]
4.0 – May 19, 1999[75][80]
4.1 – November 2, 2000[75]
4.2 – November 1, 2002[75]
5.0 – June 12, 2003[75][81]
5.1 – October 25, 2004[75][82]
5.2 – June 20, 2005[75][83]
6.0 – May 1, 2007[84][85]
7.0 – November 18, 2008[86]
8.0 – November 15, 2010[87]
9.0 – November 28, 2012[88]
10.0 – July 9, 2014[89]
10.1 – March 30, 2015[90]
10.2 – July 14, 2015[91]
10.3 – October 15, 2015
10.4 – March 2, 2016
11.0.0 – August 8, 2016[92]
11.0.1 – September 28, 2016
11.1 – March 16, 2017[93]
11.1.1 – April 25, 2017
11.2 – September 14, 2017[94]
11.3 – March 8, 2018[95]
12.0 – April 16, 2019[96]
12.1 - March 18, 2020[97]
12.1.1 – June 17, 2020[98]
See also
Comparison of multi-paradigm programming languages
Comparison of numerical analysis software
Comparison of programming languages
Comparison of regular expression engines
Computational X
Dynamic programming language
Fourth-generation programming language
Functional programming
List of computer algebra systems
List of computer simulation software
List of graphing software
Literate programming
Mathematical markup language
Mathematical software
Wolfram Alpha, a web answer engine
Wolfram Language
Wolfram SystemModeler, a physical modeling and simulation tool which integrates with Mathematica
References
Wolfram, Stephen (23 Jun 2008), Mathematica Turns 20 Today, Wolfram, retrieved 16 May 2012
"Mathematica Quick Revision History". Retrieved 2019-04-16.
"Celebrating Mathematica's First Quarter Century". Retrieved 11 August 2015.
The Software Engineering of Mathematica—Wolfram Mathematica 9 Documentation. Reference.wolfram.com. Retrieved on 2015-03-23.
Raspberry Pi Includes Mathematica for Free The Verge
"Wolfram Mathematica". Retrieved 11 August 2015.
Stephen Wolfram: Simple Solutions; The iconoclastic physicist's Mathematica software nails complex puzzles, BusinessWeek, October 3, 2005.
"Contact Wolfram Research". Retrieved 11 August 2015.
"Stephen Wolfram's new programming language: Can he make the world computable?". Slate Magazine. Retrieved 11 August 2015.
Patent US8407580 Google Patent Search
Hayes, Brian (1990-01-01). "Thoughts on Mathematica" (PDF). Pixel.
"Wolfram intros Workbench IDE for Mathematica". Macworld. 21 June 2006. Retrieved 11 August 2015.
Mathematica plugin for IntelliJ IDEA
Using a Text-Based Interface documentation at wolfram.com
"JMath: A GNU Readline based frontend for Mathematica". Retrieved 11 August 2015.
"Directory listing:". Retrieved 18 April 2019.
Math software packs new power; new programs automate such tedious processes as solving nonlinear differential equations and converting units by Agnes Shanley, Chemical Engineering, March 1, 2002.
Mathematica 5.1: additional features make software well-suited for operations research professionals by ManMohan S. Sodhi, OR/MS Today, December 1, 2004.
The 21st annual Editors' Choice Awards, Macworld, February 1, 2006.
"Mathematica is tuned to take advantage of CPU features when available". Retrieved 13 April 2020.
"ClearSpeed Advance Accelerator Boards Certified by Wolfram Research; Math Coprocessors Enable Mathematica Users to Quadruple Performance". Retrieved 11 August 2015.
gridMathematica offers parallel computing solution by Dennis Sellers, MacWorld, November 20, 2002.
"CUDA and OpenCL support added in Mathematica 8". Retrieved 13 April 2020.
"Create LLVM code". Retrieved 13 April 2020.
"Wolfram Language & System Documentation Center". Retrieved 11 August 2015.
Review: Mathematica 7. Technical computing powerhouse gets more oomph Macworld, Jan 2009
"The Free-Form Linguistics Revolution in Mathematica". Retrieved 11 August 2015.
"Free-Form Linguistic Input". Retrieved 11 August 2015.
Mathematica Player Pro - new Application Delivery System for Mathematica www.gizmag.com
"Computable Document Format (CDF) for Interactive Content". Retrieved 11 August 2015.
Wolfram Symbolic Transfer Protocol (WSTP)
Mathematica 4.2 Archived 2007-11-21 at the Wayback Machine by Charles Seiter, Macworld, November 1, 2002.
.NET/Link: .NET/Link is a toolkit that integrates Mathematica and the Microsoft .NET Framework.
"mathlink: Write Mathematica packages in Haskell - Hackage". Retrieved 11 August 2015.
S.Kratky. "MathLink for AppleScript". Retrieved 11 August 2015.
"MrMathematica: Calling Mathematica from Scheme". Retrieved 11 August 2015.
"Mathematica for ActiveX - from Wolfram Library Archive". Retrieved 11 August 2015.
"erocarrera/pythonika". GitHub. Retrieved 11 August 2015.
"PYML (Python Mathematica interface) - from Wolfram Library Archive". Retrieved 11 August 2015.
"Clojuratica - Home". Clojuratica.weebly.com. Retrieved 2013-08-16.
CalcLink Lauschke Consulting
"Mathematica Link for Excel: Bringing the Power of Mathematica to Excel". Retrieved 11 August 2015.
R. Menon, Sz. Horvát. "MATLink". Retrieved 11 August 2015.
Ben Barrowes (10 June 2010). "Mathematica Symbolic Toolbox for MATLAB–Version 2.0". Retrieved 11 August 2015.
"MaMa: Calling MATLAB from Mathematica with MathLink - from Wolfram Library Archive". Retrieved 11 August 2015.
RLink Mathematica Documentation
Gourgoulhon, Eric; Bejger, Michal; Mancini, Marco (21 Dec 2014). "Tensor calculus with open-source software: the SageManifolds project". Journal of Physics: Conference Series. 600: 012002. arXiv:1412.4765. Bibcode:2015JPhCS.600a2002G. doi:10.1088/1742-6596/600/1/012002.
"Interface to Mathematica - Sage Reference Manual v7.4: Interpreter Interfaces". doc.sagemath.org. Retrieved 2017-01-08.
"Using Mathematica within Sagemath | LSUMath". www.math.lsu.edu. Retrieved 2017-01-08.
Pruim, Randall (5 May 2010). "Can Sage replace Maple and Mathematica?" (PDF). Calvin College. Retrieved 8 Jan 2016.
Manuel Kauers and Viktor Levandovskyy of the Johannes Kepler University Linz, in Austria
* Interface Links Origin And Mathematica Software Archived 2007-03-20 at the Wayback Machine Electronic Design
Mathematica 5.1 Available, Database Journal, Jan 3, 2005.
Mathematical Web Services: W3C Note 1 August 2003
Introduction to Web Services, Mathematica Web Services Tutorial
"shadanan/HadoopLink". GitHub. Retrieved 11 August 2015.
Wolfram Language Documentation Yelp service Cconnection
Mathematica Link to Labview BetterView Consulting
DDFLink Lauschke Consulting
GITM SourceForge. Note that the GITM project currently (as of 2014-08-03) has no downloadable artefacts and appears to be inactive so GPIB support for Mathematica may not actually exist.
BTopTools A commercial interface to USB devices
"Interfacing Hardware with Mathematica - from Wolfram Library Archive". Retrieved 11 August 2015.
Vernier and Mathematica
"Working with blockchains". Retrieved 15 April 2020.
Mathematica 6 Labs Review Cadalyst Feb 1, 2008
"Scientific and Technical Data", Mathematic Guide, Wolfram Research, archived from the original on 10 May 2012, retrieved 16 May 2012
"The BYTE Awards". BYTE. January 1989. p. 327.
Math, the universe, and Stephen: the author of Mathematica created a whirlwind of scientific controversy this year when, after more than 10 years of research, he published his treatise on the ability of simple structures to create unpredictable complex patterns. (2002 Scientist Of The Year).(Stephen Wolfram) by Tim Studt, R&D, November 1, 2002.
A Top Scientist's Latest: Math Software by Andrew Pollack, The New York Times, June 24, 1988.
Wolfram, Stephen (6 Oct 2011), Steve Jobs: A Few Memories, Wolfram Alpha, retrieved 16 May 2012
"Mathematica Latest Version and Quick Revision History". Retrieved 11 August 2015.
Mathematica: The Scrapbook, Wolfram, archived from the original on 18 May 2012, retrieved 16 May 2012
"The Mathematica Journal: Volume 9, Issue 1: News Bulletins". Retrieved 11 August 2015.
Supercomputer Pictures Solve the Once Insoluble, John Markoff, October 30, 1988.
Nasser M. Abbasi. "A little bit of Mathematica history".
Mathematica 1.2 adds new graphics options: upgrade also promises concurrent operations by Elinor Craig, MacWeek, July 25, 1989.
Mathematica + 283 functions = Mathematica 2.0 by Raines Cohen, MacWeek, January 15, 1991.
New version of Mathematica, Mechanical Engineering, June 1, 1993.
"Wolfram News Archive". Wolfram.com. Retrieved 2013-08-16.
Mathematica 4.0 by Charles Seiters, Macworld, October 1, 1999.
Mathematica 5.0 Adds Up: Exactly 15 years after Mathematica's initial release, Wolfram Research has released Mathematica, PC Magazine, September 3, 2003.
Mathematica 5.1's Web Services Add Up; Mathematica 5.1 delivers improvements over Version 5.0 that are vastly out of proportion for a .1 upgrade. by Peter Coffee, eWeek, December 6, 2004.
Mathematica hits 64-bit, MacWorld UK, July 13, 2005.
Today, Mathematica is reinvented – Blog by Stephen Wolfram
Mathematica 6: Felix Grant finds that version 6 of Wolfram Research's symbolic mathematical software really does live up to its expectations. Scientific Computing, 2007.
Mathematica 7.0 Released Today! – Blog by Stephen Wolfram
"Stephen Wolfram blog: Mathematica 8!". Retrieved 18 November 2010.
"Stephen Wolfram blog: Mathematica 9 Is Released Today!". Retrieved 28 November 2012.
"Stephen Wolfram blog: Launching Mathematica 10–with 700+ New Functions and a Crazy Amount of R&D". Retrieved 9 July 2014.
"Wolfram Research News » Mathematica 10.1 is Now Available!". Retrieved 11 August 2015.
"Mathematica Latest Version and Quick Revision History". Retrieved 11 August 2015.
"Stephen Wolfram blog: Today We Launch Version 11!". Retrieved 8 August 2016.
"Stephen Wolfram blog: The R&D Pipeline Continues: Launching Version 11.1". Retrieved 16 March 2017.
"Stephen Wolfram blog: It's Another Impressive Release! Launching Version 11.2 Today". Retrieved 14 September 2017.
"Stephen Wolfram blog: Roaring into 2018 with Another Big Release: Launching Version 11.3 of the Wolfram Language & Mathematica". Retrieved 8 March 2018.
"Stephen Wolfram blog: Version 12 Launches Today! (And It's a Big Jump for Wolfram Language and Mathematica)". Retrieved 16 April 2019.
"Stephen Wolfram In Less Than a Year, So Much New: Launching Version 12.1 of Wolfram Language & Mathematica". Retrieved 18 March 2020.
"Mathematica Latest Version and Quick Revision History". Retrieved 17 June 2020.
External links
Official website
Mathematica Documentation Center
Wolfram Open Cloud limited free access to Mathematica via a browser
Image identification website powered by Mathematica
Wolfram Demonstrations Project Mathematica based demonstrations
A little bit of Mathematica history documenting the growth of code base and number of functions over time
Wolfram Screencast & Video Gallery: Hands-on Start to Mathematica
Undergraduate Texts in Mathematics
Graduate Studies in Mathematics
Hellenica World - Scientific Library
Retrieved from "http://en.wikipedia.org/"
All text is available under the terms of the GNU Free Documentation License
