H2O.ai Alternatives

H2O.ai is described as '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' and is an app. There are more than 10 alternatives to H2O.ai for a variety of platforms, including Windows, Linux, Web-based, SaaS and Mac apps. The best H2O.ai alternative is R MLstudio, which is both free and Open Source. Other great apps like H2O.ai are datarobot, Actian, R mlr and Neural Designer.

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Alternatives list

  1.  4 likes

    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

    Platforms

    • Mac
    • Windows
    • Linux
    • Self-Hosted
    • R (programming language)
     
  2. datarobot icon
     3 likes

    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

    • Paid
    • Proprietary

    Platforms

    • Online
    • Self-Hosted
    • Software as a Service (SaaS)
     
  3. Actian icon
     1 like

    Actian transforms Big Data into business value for any organization? Not just those with considerable resources. Actian provides transformational business value by delivering actionable insights into new sources of revenue, business opportunities, and ways of mitigating risk...

    Cost / License

    • Paid
    • Proprietary

    Application type

    Platforms

    • Online
     
  4.  2 likes

    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. Neural Designer icon
     12 likes

    Neural Designer is a software tool for advanced analytics. It includes tools for descriptive, diagnostic, predictive and prescriptive analytics. It allows you to get actionable insights resulting in smarter decisions and better business outcomes.

    Cost / License

    • Paid
    • Proprietary

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
     
  6. 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

    Platforms

    • Mac
    • Windows
    • Linux
    • Python
     
  7.  1 like

    Machine Learning framework by Microsoft in .net framework and C#.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Windows
    • Linux
     
  8.  1 like

    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

    Application type

    Platforms

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

    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
    • Proprietary

    Platforms

    • Online
     
  10. Dataiku icon
     1 like

    Bring data analysts, engineers, and scientists together. Enable self-service analytics and operationalize machine learning. Get results today and build for tomorrow.

    Cost / License

    • Freemium
    • Proprietary

    Platforms

    • Online
    • Self-Hosted
     
  11. SmartPredict icon
     6 likes

    An automated AI platform, based on AutoML 2.0, for designing AI projects in a simpler and customizable way. Become agile, save yourself from staff and hardware worries, and skyrocket your business quickly.

    Cost / License

    • Freemium
    • Proprietary

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • Online
    • Chrome OS
    • Software as a Service (SaaS)
     
  12. CLICK AI icon
     1 like

    CLICK AI is an all-in-one artificial intelligence solution that provides many functions such as data collection, preprocessing, artificial intelligence modeling, prescriptive analysis, future prediction, and other functions with no coding required.

    Cost / License

    • Freemium
    • Proprietary

    Platforms

    • Online
    • Software as a Service (SaaS)
     
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