Last Updated on July 12, 2021
PredictionIO is an open-source machine learning server for developers and data scientists to build and deploy predictive engines for production environments, with zero downtime training and deployment.
PredictionIO can be installed as a full machine learning stack, bundled with Apache Spark, MLlib, HBase, Spray and Elasticsearch, which simplifies and accelerates scalable machine learning infrastructure management.
It is released under an open source license.
- 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.
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