smarthi/incubator-predictionio

PredictionIO, a machine learning server for developers and ML engineers. Built on Apache Spark, HBase and Spray.

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
• Quick Start
• Bugs and Feature Requests
• Documentation
• Contributing
• Community

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:[email protected] and the dev mailing list mailto:[email protected]
• 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.