
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...
- Free • Open 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.
Apache PredictionIO Screenshots
Apache PredictionIO information
Supported Languages
- English
GitHub repository
- 12,546 Stars
- 2,018 Forks
- 80 Open Issues
- Updated
Tags
- Machine Learning
- predictions
Recent user activities on Apache PredictionIO
feedincoadded Apache PredictionIO as alternative(s) to Feedinco Predictions
timoteo7added Apache PredictionIO as alternative(s) to AWS Machine Learning
- timoteo7added Apache PredictionIOti
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