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Andreas C. Müller

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JMLR Journal 2014 Journal Article

pystruct - Learning Structured Prediction in Python

Andreas C. Müller
Sven Behnke

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. [abs] [ pdf ][ bib ] [ code ] &copy JMLR 2014. ( edit, beta )

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