Welcome to PredictionIO 0.8.0
PredictionIO is an open source Machine Learning Server. It empowers programmers and data scientists to build smart applications with data productively.
PredictionIO currently has 2 built-in recommendation engines. With them, you can add the following features to your apps instantly:
- predict user behaviors
- offer personalized video, news, deals, ads and job openings
- help users to discover interesting events, documents, apps and restaurants
- provide impressive match-making services
- and more....
A standard PredictionIO stack is built on top of solid open source technology, such as Scala, Apache Spark, HBase and Elasticsearch. Install PredictionIO and give it a try!
Adding Machine Learning to your web or app quickly
For Web and App Developers...
PredictionIO comes with a few built-in predictive engines that you can use out-of-the-box. No Machine Learning knowledge required. You may also customize them to fit your specific application needs.
Learn how to use Built-in EnginesThese few steps can get you familiar with PredictionIO's Built-in Engines quickily.
Deploying your own algorithms on production
For Data Scientists and Algorithm Developers...
If built-in engines don't fit your need, you can also create a new engine and deploy your own algorithm easily. PredictionIO server handles the heavy-lifting for production deployment, so that you can focus on your unique prediction challenges.