Software Alternatives & Reviews

MLPerf

Fair and useful benchmarks for measuring training and inference performance of ML hardware, software, and services.

Top 4 Open-Source Alternatives to MLPerf

Algorithmia neptune.ai Pachyderm MLJAR

Summary

The top open-source alternatives to MLPerf are Algorithmia, neptune.ai, and Pachyderm. One of the criteria for ordering this list is the number of mentions that products have on reliable external sources. You can suggest additional sources through the form here.
  1. Algorithmia makes applications smarter, by building a community around algorithm development, where state of the art algorithms are always live and accessible to anyone.
    Pricing:
    • Open Source

    #Data Science And Machine Learning #Data Science Notebooks #Machine Learning Tools 5 social mentions

  2. Neptune brings organization and collaboration to data science projects. All the experiement-related objects are backed-up and organized ready to be analyzed and shared with others. Works with all common technologies and integrates with other tools.
    Pricing:
    • Open Source
    • Freemium
    • Free Trial

    #Data Science And Machine Learning #Data Science Notebooks #Machine Learning Tools 22 social mentions

  3. Pachyderm is an open source analytics engine that uses Docker containers for distributed computations.
    Pricing:
    • Open Source

    #Data Science And Machine Learning #Data Science Notebooks #Machine Learning Tools 1 social mentions

  4. 4
    MLJAR is a predictive analytics platform that facilitates machine learning algorithms search and tuning.
    Pricing:
    • Open Source

    #Data Science And Machine Learning #Data Dashboard #Data Science Tools 3 social mentions

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