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Linguistica 5

PyPI version Supported Python versions Paper

Linguistica 5 is a Python library for unsupervised learning of linguistic structure.

Full documentation: https://linguistica.readthedocs.io/

Apart from being a Python library, Linguistica 5 provides two additional interfaces: (i) graphical user interface; (ii) command line interface.

Download and install

Note: If you are a developer of the Linguistica project group, you should ignore this section and set up your environment by following CONTRIBUTING.md.

Linguistica 5 is available through pip:

pip install linguistica

Linguistica 5 works with Python 3.12+.

The graphical user interface requires PyQt5 and PyQtWebEngine (the latter powers the word-neighbor manifold visualization). Install them together with the gui extra:

pip install "linguistica[gui]"

These install as binary wheels on x86_64 Linux, Windows, and macOS (including Apple Silicon). On aarch64 Linux or Alpine/musl, where wheels are not published, pip may build from source instead.

Using Linguistica 5

To use Linguistica 5 as a Python library, simply import linguistica in your Python programs:

import linguistica as lxa

Quick library demo here.

To launch the Linguistica 5 graphical user interface (with the gui extra installed):

linguistica gui

To launch the Linguistica 5 command line interface:

linguistica cli

Citation

If you use Linguistica 5, please cite this paper:

Jackson L. Lee and John A. Goldsmith. 2016. Linguistica 5: Unsupervised Learning of Linguistic Structure. In Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations, pages 22–26, San Diego, California. Association for Computational Linguistics.

@InProceedings{lee-goldsmith:2016:lxa5,
  title = "Linguistica 5: Unsupervised Learning of Linguistic Structure",
  author = "Lee, Jackson L.  and
      Goldsmith, John A.",
  editor = "DeNero, John  and
      Finlayson, Mark  and
      Reddy, Sravana",
  booktitle = "Proceedings of the 2016 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Demonstrations",
  month = jun,
  year = "2016",
  address = "San Diego, California",
  publisher = "Association for Computational Linguistics",
  url = "https://aclanthology.org/N16-3005/",
  doi = "10.18653/v1/N16-3005",
  pages = "22--26"
}

Technical support

Please open issues for questions and bug reports. Alternatively, please feel free to contact Jackson Lee and John Goldsmith.

License

MIT License

See LICENSE.txt on the GitHub repository.