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!
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
- Recommendation Engine Template Quick Start Guide
- Similiar Product Engine Template Quick Start Guide
- Classification Engine Template Quick Start Guide
Use Apache JIRA to report bugs or request new features.
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.
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.
Read the Contribute Code page.
You can also list your projects on the Community Project page.
PredictionIO is under Apache 2 license.