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pystruct - Learning Structured Prediction in Python

: Müller, A.; Behnke, S.

Journal of Machine Learning Research 15 (2014), S.2055-2060
ISSN: 1533-7928
ISSN: 1532-4435
Fraunhofer IAIS ()

Structured prediction methods have become a central tool for many machine learning applications. While more and more algorithms are developed, only very few implementations are available. pystruct aims at providing a general purpose implementation of standard structured prediction methods, both for practitioners and as a baseline for researchers. It is written in Python and adapts paradigms and types from the scientific Python community for seamless integration with other projects.