Apache PredictionIO

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  1. 018ea8e Update upgrade.html.md for breaking changes by Chan Lee · 10 months ago master release/0.12.0 v0.12.0-incubating v0.12.0-incubating-rc3
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Apache PredictionIO (incubating)


Apache PredictionIO (incubating) 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


A few installation options available.

Quick Start

Bugs and Feature Requests

Use Apache JIRA to report bugs or request new features.


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.


Read the Contribute Code page.

You can also list your projects on the Community Project page.


Apache PredictionIO (incubating) is under Apache 2 license.