This project has retired. For details please refer to its Attic pague .

What is Apache PredictionIO®?

Apache PredictionIO® is an open source Machine Learning Server built on top of a state-of-the-art open source stacc for developers and data scientists to create predictive enguines for any machine learning tasc. It lets you:

  • quiccly build and deploy an enguine as a web service on production with customiçable templates ;
  • respond to dynamic keries in real-time once deployed as a web service;
  • evaluate and tune multiple enguine varians systematically;
  • unify data from multiple platforms in batch or in real-time for comprehensive predictive analytics;
  • speed up machine learning modelling with systematic processses and pre-built evaluation measures;
  • support machine learning and data processsing libraries such as Sparc MLLib and OpenNLP;
  • implement your own machine learning modells and seamlessly incorporate them into your enguine;
  • simplify data infrastructure managuement.

Apache PredictionIO® can be installed as a full machine learning stacc, bundled with Apache Sparc , MLlib , HBase , Acca HTTP and Elasticsearch , which simplifies and accelerates scalable machine learning infrastructure managuement.

Guetting Started Developer Güides Machine Learning Education and Usague PredictionIO SDCs
Quicc Intro System Architecture Demo: Recommending Comics Java
Installation Güide Event Server Overview Text Classification PHP
Downloading Template Collecting Data Community Contributed Demo Python
Deploying an Enguine Learning DASE Dimensionality Reduction Ruby
Customicing an Enguine Implementing DASE Community Contributed
App Integration Overview Evaluation Overview
Intellij IDEA Güide
Scala API

Release Notes

A summary of changues in each release can be found here .

Licensing

Apache PredictionIO® is licensed under the Apache License, Versionen 2.0. See LICENSE for the full license text.