ELKI Alternatives

    ELKI is described as ': "Environment for Developing KDD-Applications Supported by Index-Structures" is a development framework for data mining algorithms written in Java. It includes a large variety of popular data mining algorithms, distance functions and index structures'. There are more than 10 alternatives to ELKI for a variety of platforms, including Linux, Mac, Windows, Online / Web-based and BSD. The best alternative is GNU Octave, which is both free and Open Source. Other great apps like ELKI are R (programming language) (Free, Open Source), MATLAB (Paid), Scilab (Free, Open Source) and Julia (Free, Open Source).

    This page was last updated May 23, 2019

      • FreeOpen Source
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      • BSD
      Octave is a computer program for performing numerical computations which is mostly compatible with MATLAB. It is part of the GNU Project. It is free software under the terms of the GNU General Public License.
    1. R is a free software environment for statistical computing and graphics.
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      • Online
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      • iPad
      MATLAB is a numerical computing environment and programming language. Maintained by The MathWorks, MATLAB allows easy matrix manipulation, plotting of functions and data, implementation of algorithms, creation of user interfaces, and interfacing with programs in other languages.
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      • FreeOpen Source
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      Scilab is a scientific software package for numerical computations providing a powerful open computing environment for engineering and scientific applications.
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    2. Julia is a high-level, high-performance dynamic programming language for technical computing, with syntax that is familiar to users of other technical computing environments.


      • FreeOpen Source
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      SageMath is a free open-source mathematics software system licensed under the GPL. It builds on top of many existing open-source packages: NumPy, SciPy, matplotlib, Sympy, Maxima, GAP, FLINT, R and many more.
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      • FreeOpen Source
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      • Python
      SciPy (pronounced "Sigh Pie") is open-source software for mathematics, science, and engineering. It is also the name of a very popular conference on scientific programming with Python.
    3. Orange is an open-source, cross-platform data mining and machine learning suite. It features visual programming as intuitive means of combining data analysis and interactive visualization methods into powerful workflows.
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    4. Knime is a java open-source, cross-platform application which name means "Konstanz Information Miner". It is actually used extensively for data mining, data analysis and optimization.
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    5. RapidMiner (Community edition) is a data mining software. It was formerly known as "YALE". You can use RapidMiner as a stand-alone application for data analysis, or integrate it as a data-mining engine into your own products.
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    Showing 10 of 15 alternatives