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Tribuo – New Open Source Machine Learning Library in Java
- suyash 6y agoTribuo is a library for Machine Learning, written in Java, which supports classification, regression, clustering, anomaly detection, along with deep learning support via TensorFlow and ONNX. Tribuo has a strong focus on model metadata & tracking through it’s provenance system, supports loading third party models including those trained in Python packages like scikit-learn, and provides a variety of ML algorithms implemented in Java. Jupyter notebook based tutorials (statically hosted on the website - https://tribuo.org/learn/4.0/tutorials/ https://tribuo.org/learn/4.0/tutorials/, and the notebooks themselves on github - https://github.com/oracle/tribuo/tree/main/tutorials https://github.com/oracle/tribuo/tree/main/tutorials).
- craigacp 6y agoI'm the lead developer on Tribuo, happy to answer any questions. The announcement blogpost goes into more detail about why we built it and where it fits into the ML ecosystem - https://blogs.oracle.com/datascience/tribuo-java-machine-learning-library https://blogs.oracle.com/datascience/tribuo-java-machine-lea...