PredictionIO
PredictionIO is an open source machine learning framework for developers, data scientists, and end users. It supports event collection, deployment of algorithms, evaluation, querying predictive results via REST APIs. It is based on scalable open source services like Hadoop, HBase (and other DBs), Elasticsearch, Spark and implements what is called a Lambda Architecture.
To get started, check out http://predictionio.incubator.apache.org!
Table of contents
Installation
Five installation options available.
- Installing PredictionIO on Linux / Mac OS X
- Installing PredictionIO from Source Code If you are installing from source code, it's recommended that you clone the master branch.
- Launching PredictionIO on AWS
- Installing PredictionIO with Docker (Community contributed)
- Installing PredictionIO with Vagrant
Quick Start
- Recommendation Engine Template Quick Start Guide
- Similiar Product Engine Template Quick Start Guide
- Classification Engine Template Quick Start Guide
Bugs and Feature Requests
Use Apache JIRA to report bugs or request new features.
Documentation
PredictionIO's documentation, included in this repo in the docs/manual directory, is built with Middleman and publicly hosted at predictionio.incubator.apache.org.
Interested in helping with our documentation? Read Contributing Documentation.
Community
Keep track of development and community news.
- Subscribe to the user mailing list mailto:user-subscribe@predictionio.incubator.apache.org and the dev mailing list mailto:dev-subscribe@predictionio.incubator.apache.org
- Follow @predictionio on Twitter.
Contributing
Read the Contribute Code page.
You can also list your projects on the Community Project page.
License
PredictionIO is under Apache 2 license.