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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 pre...

  • FreeOpen Source
  • Software as a Service (SaaS)

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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Apache PredictionIO information

  • LicensingOpen Source (Apache-2.0) and Free product.
  • Written in
  • Alternatives6 alternatives listed

Supported Languages

  • English

GitHub repository

  •  12,546 Stars
  •  2,018 Forks
  •  80 Open Issues
  •   Updated
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Tags

  • Machine Learning
  • predictions

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