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. It can be a good tool for learning, although (in my experience) many of the things that students and researchers use MATLAB for are not particularly demanding calculations; rather they could easily be conducted with any number of basic scripting tools, with or without statistical or math-oriented packages. However, it does have a near ubiquity in many academic settings, bringing with it a large community of users familiar with the language, plugins, and capabilities in general. But MATLAB is a proprietary tool.
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Without access to its source code, you have limited understanding of how it works and how you can modify it. It is also prohibitively expensive for many people outside of an academic setting, where license fees for a single copy can reach into the thousands of dollars.
Fortunately, there are many great open source alternatives. Depending on your exact objective, you may find one or another will better fit your specific needs. Here are three to consider: GNU Octave may be the best-known alternative to MATLAB. In active development for almost three decades, Octave runs on Windows, Mac, and Linux—and is packaged for most major distributions. If you're looking for a project that is as close to the actual MATLAB language as possible, Octave may be a good fit for you; it strives for exact compatibility, so many of your projects developed for MATLAB may run in Octave with no modification necessary.
Octave has many different choices available for a front-end interaction outside of the default that now ships with version 4; some resemble MATLAB's interface more than others. Octave's lists several options. Octave is licensed under the, and its source code can be found on the GNU. Scilab is another open source option for numerical computing that runs across all the major platforms: Windows, Mac, and Linux included. Scilab is perhaps the best known alternative outside of Octave, and (like Octave) it is very similar to MATLAB in its implementation, although exact compatibility is not a goal of the project's developers.
Scilab is distributed as open source under the GPL-compatible license, and its is available on the project website. Sage is another open source mathematics software system that might be a good option for those seeking a MATLAB alternative. It's built on top of a variety of well-known Python-based scientific computing libraries, and its own language is syntactically similar to Python.
It has many features including a command-line interface, browser-based notebooks, tools for embedding formulas in other documents, and of course, many mathematical libraries. SageMath is available under a license, and its source code can be found on the.
This list only scratches the surface of tools that researchers and students may choose to use as open source alternatives to MATLAB. R, Julia, Python, and other standard programming languages might be a good fit for you, depending on your exact needs. Some other open source tools you may want to consider include:., a -licensed environment for rapid engineering, scientific prototyping, and data processing. It's available for Linux, OS X, and Windows, though it may be dated as the latest version was released in 2013., an actively developed calculator program and research tool. It is written in Genius Extension Language for Linux and Unix computers and is available under the license., another frequently updated alternative to MATLAB. It's based on Macsyma, a 'legendary computer algebra system' developed at MIT in the 1960s, can be compiled on Linux, Mac OS X, and Windows, and is available under., the main package for scientific computing with Python (as its name suggests). It's also the fundamental data-array structure for the SciPy Stack, an ecosystem of Python-based math, science, and engineering software.
NumPy is licensed under the, and packages are available for Windows, Mac OS X, and Linux., another -licensed Python library for symbolic mathematics. It can be installed on any computer running Python 2.7 or above. It aims to become a full computer algebra system; has an active development community with regular releases; and is used in many other projects (including SageMath, above). Have you used any of these or other tools as alternatives to MATLAB? Which one do you prefer and why? Let us know in the comments below. The article does a good job at attempting to come out with open source math and numerical tools that could be alternatives to well-known proprietary packages.
It would be helpful to mention well-known educational establishments, organizations and even corporate bodies that use these open source tools. Institutions in the so-called Third World would not have problems with open source software if they (institutions) could source help from established sources. The fear of being left with experimental projects -with infrequent updates- or sometimes even defunct projects, leave educational institutions in the Third World to standardize on proprietary packages, whose developers/publishers/marketers, as the author rightly pointed out, offer steeply reduced educational licenses. In the case of open source tools that offer compatiblity with proprietary counterparts, the above risk is reduced, whereas in the case of those incompatible withe their proprietary peers, Third World educational institutions adopting such open source tools are left in the cold.
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