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.
Features include:
- 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.
Website: predictionio.apache.org
Support: FAQ
Developer: PredictionIO
License: Apache License, Version 2.0
PredictionIO is written in Scala. Learn Scala with our recommended free books and free tutorials.
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