ML.NET Alternatives

ML.NET is described as 'Machine Learning framework by Microsoft in .net framework and C#' and is an app. There are eight alternatives to ML.NET for a variety of platforms, including Mac, Windows, Linux, Web-based and R (programming language) apps. The best ML.NET alternative is R MLstudio, which is both free and Open Source. Other great apps like ML.NET are datarobot, R mlr, python auto-sklearn and H2O.ai.

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Alternatives list

  1. R MLstudio

     4 likes
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    The ML Studio is interactive for EDA, statistical modeling and machine learning applications. Based on Shiny, with Plotly interactive data visualization, DT HTML tables and H2O machine learning and deep. data science pipeline workflow.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    • Self-Hosted
    • R (programming language)
     

    • R MLstudio is the most popular Windows, Mac, Linux & Self-Hosted alternative to ML.NET.

    • R MLstudio is the most popular Open Source & free alternative to ML.NET.

    • R MLstudio is Free and Open SourceML.NET is also Free and Open Source
  2. datarobot icon

    datarobot

     3 likes
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    DataRobot's automated machine learning platform makes it fast and easy to build and deploy accurate predictive models. Learn how you can become an AI-driven enterprise today.

    Cost / License

    • Pay once or Subscription
    • Proprietary

    Platforms

    • Online
    • Self-Hosted
    • Software as a Service (SaaS)
     

    • datarobot is the most popular Web-based & SaaS alternative to ML.NET.

    • datarobot is the most popular commercial alternative to ML.NET.

    • datarobot is Paid and ProprietaryML.NET is Free and Open Source

  4. R mlr

     2 likes
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    mlr provides this so that you can focus on your experiments! The framework provides supervised methods like classification, regression and survival analysis along with their corresponding evaluation and optimization methods, as well as unsupervised methods like clustering.

    Cost / License

    • Free Personal
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    • R (programming language)
     
  5. python auto-sklearn icon

    python auto-sklearn

     2 likes
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    auto-sklearn is an automated machine learning toolkit. frees a machine learning user from algorithm selection and hyperparameter tuning. Bayesian optimization, meta-learning and ensemble construction.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    • Python
     
  6. H2O.ai icon

    H2O.ai

     1 like
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    H2O is an open source, in-memory, distributed, fast, and scalable machine learning and predictive analytics platform that allows you to build machine learning models on big data and provides easy productionalization of those models in enterprise env.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    • Java
     

  7. R Caret

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    The caret package (short for _C_lassification _A_nd _RE_gression _T_raining) is a set of functions that attempt to streamline the process for creating predictive models. data splitting pre-processing feature selection model tuning using resampling.

    Cost / License

    • Free Personal
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    • R (programming language)
     
  9. Aureo.io icon

    Aureo.io

     2 likes
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    Aureo.io is a revolutionary low-code platform that focuses on building artificial intelligence. It provides users with the capability to create pipelines, automations and integrate them with artificial intelligence models – all with their basic data.

    Cost / License

    • Freemium (Subscription)
    • Proprietary

    Platforms

    • Online
    Aureo.io screenshot 1
     
  10. prevision.io icon

    prevision.io

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    "Predict, intelligently manage, interpret behaviors, automate, Prevision.io brings artificial intelligence into your business at an affordable cost and unparalleled performance."

    Cost / License

    • Pay once
    • Proprietary

    Platforms

    • Online
     
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