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.
Features
- 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
Project Samples
