Jubatus : Distributed Online Machine Learning Framework
Jubatus is a distributed processing framework and streaming machine learning library. Jubatus includes these functionalities:
- Online Machine Learning Library: Classification, Regression, Recommendation (Nearest Neighbor Search), Graph Mining, Anomaly Detection, Clustering
- Feature Vector Converter (fv_converter): Data Preprocess and Feature Extraction
- Framework for Distributed Online Machine Learning with Fault Tolerance
Jubatus can be integrated with Spark (JubaQL) and Python / scikit-learn (Jubakit).
Japanese documentation is also available.
The latest version of Jubatus is 0.9.4 (ChangeLog). Jubatus is distributed under LGPL v2.1.