Pystruct - Learning Structured Prediction in Python

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.

Cite

Text

Müller and Behnke. "Pystruct - Learning Structured Prediction in Python." Machine Learning Open Source Software, 2014.

Markdown

[Müller and Behnke. "Pystruct - Learning Structured Prediction in Python." Machine Learning Open Source Software, 2014.](https://mlanthology.org/mloss/2014/muller2014jmlr-pystruct/)

BibTeX

@article{muller2014jmlr-pystruct,
  title     = {{Pystruct - Learning Structured Prediction in Python}},
  author    = {Müller, Andreas C. and Behnke, Sven},
  journal   = {Machine Learning Open Source Software},
  year      = {2014},
  pages     = {2055-2060},
  volume    = {15},
  url       = {https://mlanthology.org/mloss/2014/muller2014jmlr-pystruct/}
}