PredictionIO

http://predictionio.incubator.apache.org/

What is Apache PredictionIO (incubating)?

Apache PredictionIO (incubating) is an open source Machine Learning Server built on top of state-of-the-art open source stack for developers and data scientists create predictive engines for any machine learning task. It lets you:

• quickly build and deploy an engine as a web service on production with customizable templates;
• respond to dynamic queries in real-time once deployed as a web service;
• evaluate and tune multiple engine variants systematically;
• unify data from multiple platforms in batch or in real-time for comprehensive predictive analytics;
• speed up machine learning modeling with systematic processes and pre-built evaluation measures;
• support machine learning and data processing libraries such as Spark MLLib and OpenNLP;
• implement your own machine learning models and seamlessly incorporate them into your engine;
• simplify data infrastructure management.

Apache PredictionIO (incubating) can be installed as a full machine learning stack, bundled with Apache Spark, MLlib, HBase, Spray and Elasticsearch, which simplifies and accelerates scalable machine learning infrastructure management.

Getting Started	Developer Guides	ML Education and Usage	PredictionIO SDKs
Quick Intro	System Architecture	Comics Recommendation	Java
Installation Guide	Event Server Overview	Text Classification	PHP
Downloading Template	Collecting Data	Community Contributed Demo	Python
Deploying an Engine	Learning DASE	Dimensionality Reduction	Ruby
Customizing an Engine	Implementing DASE		Community Contributed
App Integration Overview	Evaluation Overview
	Intellij IDEA Guide
	Scala API