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Apache PredictionIO

Apache PredictionIO

This project was last updated September 22, 2022 byCloodo

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About Up 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. 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
  • Simplifies and accelerates scalable machine learning infrastructure management
  • Speed up machine learning modeling with systematic processes
  • Implement your own machine learning models
  • Provides an open source machine learning stack for building, evaluating and deploying engines with machine learning algorithms
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