Oracle Open-Sources Tribuo, A Machine Learning Library in Java

Oracle open-sources Tribuo to fill the gap for enterprise applications focused on machine learning in Java. Committed to deploying machine learning models to large-scale production systems, Oracle has released Tribuo under an Apache 2.0 license. 

What does Tribuo provide under machine learning? 

  • Tools for building and deploying classification
  • Tools for clustering and regression models 
  • Unified interface for many popular third-party machine learning libraries
  • A full suite of evaluations for each of the supported prediction tasks
  • Data loading pipelines, text processing pipelines, and feature level transformations for operating on data
  • In addition to its implementations of Machine Learning algorithms, Tribuo also provides a common interface to popular ML tools on the JVM.
https://tribuo.org/

Apart from the features mentioned above, Tribuo Model knows when you’ve given it features it has never seen before, which is particularly useful when working with natural language processing.

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Oracle looks forward to forming a community of developers for expanding the architecture beyond windows, macOS, and Linux. 

Github: https://github.com/oracle/tribuo

Web: https://tribuo.org/

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