Group: com.cloudera.oryx - All Dependencies

Common · Common utilities and support code

API · Developer APIs

Kafka Utilities · Kafka-related utility code

Lambda · Framework supporting batch and speed components of an application following the lambda architecture

Apps: Common · Common code supporting all layers of apps in this project

ML · Framework supporting batch and speed components of machine learning applications following the lambda architecture

Apps: API · Developer APIs for apps provided in this project

Lambda Serving · Framework supporting serving components of an application following the lambda architecture

Apps: Oryx · Speed and batch components of machine learning applications built from algorithms implemented in this project

Apps: Oryx (Serving) · Serving components of machine learning applications built from algorithms implemented in this project

Apps: Spark MLlib · Speed and batch components of machine learning applications built on Spark MLlib

Speed Layer · Complete packaged speed layer binary, including project implementations of machine learning algorithms' speed components

Serving Layer · Complete packaged serving layer binary, including project implementations of machine learning algorithms' serving component

Batch Layer · Complete packaged batch layer binary, including project implementations of machine learning algorithms' batch component

Oryx · The Oryx open source project provides infrastructure for lambda-architecture applications on top of Spark, Spark Streaming and Kafka. On this, it provides further support for real-time, large scale machine learning, and end-to-end applications of this support for common machine learning use cases, like recommendations, clustering, classification and regression.

Example · Example Application