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Apache PredictionIO icon

Apache PredictionIO

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Apache PredictionIO® is an open source Machine Learning Server built on top of a state-of-the-art open source stack for developers and data scientists to create predictive engines for any machine learning task.

License model

  • FreeOpen Source

Platforms

  • Software as a Service (SaaS)
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Apache PredictionIO information

  • Licensing

    Open Source (Apache-2.0) and Free product.
  • Written in

  • Alternatives

    6 alternatives listed
  • Supported Languages

    • English

GitHub repository

  •  12,534 Stars
  •  1,926 Forks
  •  80 Open Issues
  •   Updated Jan 9, 2021 (Archived)
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Apache PredictionIO was added to AlternativeTo by timoteo7 on Aug 1, 2019 and this page was last updated Aug 2, 2019.
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What is Apache PredictionIO?

Apache PredictionIO® is an open source Machine Learning Server built on top of a state-of-the-art open source stack for developers and data scientists to create predictive engines for any machine learning task. It lets you:

quickly build and deploy an engine as a web service on production with customizable templates; respond to dynamic queries in real-time once deployed as a web service; evaluate and tune multiple engine variants systematically; unify data from multiple platforms in batch or in real-time for comprehensive predictive analytics; speed up machine learning modeling with systematic processes and pre-built evaluation measures; support machine learning and data processing libraries such as Spark MLLib and OpenNLP; implement your own machine learning models and seamlessly incorporate them into your engine; simplify data infrastructure management.

Apache PredictionIO® can be installed as a full machine learning stack, bundled with Apache Spark, MLlib, HBase, Akka HTTP and Elasticsearch, which simplifies and accelerates scalable machine learning infrastructure management.

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