Oryx is an open source machine learning framework for building applications. It is the realization of the Lambda Architecture built on Apache Kafka and Apache Spark. It is a project by Cloudera, a Hadoop software vendor.
It consists of three tiers, a generic Lambda Architecture tier, providing batch, speed and serving layers, a specialization machine learning algorithm for hyperparameter selection and end-to-end implementation of machine learning algorithms as applications such as k-means, ALS and random decision forests.
It is a package that includes end-to-end applications for collaborative filtering, classification, regression and clustering. It is a tool that allows users to create predictive or recommendation system applications.
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