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Open Source RapidMiner Alternatives

The best open source alternative to RapidMiner is R (programming language). If that doesn't suit you, our users have ranked more than 25 alternatives to RapidMiner and eight of them is open source so hopefully you can find a suitable replacement. Other interesting open source alternatives to RapidMiner are Orange, KNIME, WEKA and Analance.

RapidMiner alternatives are mainly Statistical Analyzers but may also be Business Intelligence Tools or Big-Data Analytics Tools Tools. Filter by these if you want a narrower list of alternatives or looking for a specific functionality of RapidMiner.
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  • FreemiumProprietary
  • Mac
  • Windows
  • Linux

RapidMiner makes data science teams more productive through an open source platform for data prep, machine learning, and...

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  1. R is a free software environment for statistical computing and graphics.

    ⚫︎ Support for scriptingR (programming language) supports scripts and macros to automate or customize tasks.
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  2. 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.

    ⚫︎ Extensible by Plugins/ExtensionsOrange can be extended with add-ons, plugins and extensions.
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    A data mining workflow.
    Orange vs RapidMiner opinions
    Most users think Orange is a great alternative to RapidMiner.


  3. KNIME icon

    KNIME

    • FreeOpen Source
    • Mac
    • Windows
    • Linux

    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.

    ⚫︎ Extensible by Plugins/ExtensionsKNIME can be extended with add-ons, plugins and extensions.
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    Knime on MAC OSX
  4. WEKA icon

    WEKA

    • FreeOpen Source
    • Mac
    • Windows
    • Linux

    Weka is a collection of machine learning algorithms for data mining tasks; with its own GUI.

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  5. Analance combines Data Science, Business Intelligence, and Data Management capabilities in one integrated, self-serve platform to provide a seamless experience.

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    Predictive Analytics Dashboards


  6. Montecarlito

    • FreeOpen Source
    • Mac
    • Windows
    • Microsoft Office Excel

    MonteCarlito is a free Excel-add-in to do Monte-Carlo-simulations. Apart from these it can also do statistical analysis like mean, median, standard error, variance, skewness, kurtosis. It can create histograms. The code is open source.

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  7. ELKI icon

    ELKI

    • FreeOpen Source
    • Mac
    • Windows
    • Linux

    ELKI: "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.

    ⚫︎ PortableELKI can be used from a USB stick or similar with no prior installation.
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  8. SIMON icon

    SIMON

    • FreeOpen Source
    • Mac
    • Windows
    • Linux
    • Self-Hosted

    SIMON is a powerful, flexible, open-source and easy to use knowledge discovery application.

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Showing 8 of 8 alternatives