A natural language processing library that is focused on providing tools for resource-poor languages.

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  • License: MIT License (MIT)
  • Author: SIL International
  • Maintainer: Damien Daspit
  • Tags machine , translation , natural , language , processing
  • Requires: Python <3.14, >=3.10
  • Provides-Extra: huggingface , jobs , sentencepiece , thot
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Project description

Machine for Python

Machine is a natural language processing library. It is specifically focused on providing tools and techniques that are useful for processing languages that are very resource-poor. The library is also useful as a foundation for building more advanced language processing techniques. The library currently only provides a basic set of algorithms, but the goal is to include many more in the future.

Installation

Machine is available as a pip package:

pip install sil-machine

Tutorials

If you would like to find out more about how to use Machine, check out the tutorial Jupyter notebooks:

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Project links
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  • License: MIT License (MIT)
  • Author: SIL International
  • Maintainer: Damien Daspit
  • Tags machine , translation , natural , language , processing
  • Requires: Python <3.14, >=3.10
  • Provides-Extra: huggingface , jobs , sentencepiece , thot
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