pystruct - Learning Structured Prediction in Python

Andreas C. Müller, Sven Behnke; 15(Jun):2055−2060, 2014.

Abstract

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][github.io]




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