OryxProject / oryx

Oryx 2: Lambda architecture on Apache Spark, Apache Kafka for real-time large scale machine learning

Home Page:http://oryx.io

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Oryx 2 is a realization of the lambda architecture built on Apache Spark and Apache Kafka, but with specialization for real-time large scale machine learning. It is a framework for building applications, but also includes packaged, end-to-end applications for collaborative filtering, classification, regression and clustering.

Proceed to the Oryx 2 site for full documentation.

Just looking to deploy a ready-made, end-to-end application for collaborative filtering, clustering or classification? Easy. Proceed directly to:

Developers can consume Oryx 2 as a framework for building custom applications as well. Following the architecture overview below, proceed to Making an Oryx App to learn how to create a new application. You can review a module diagram as well to understand the project structure.


Build Status Coverity codecov.io

About

Oryx 2: Lambda architecture on Apache Spark, Apache Kafka for real-time large scale machine learning

http://oryx.io

License:Apache License 2.0


Languages

Language:Java 97.3%Language:Scala 1.4%Language:Shell 1.3%