Awni Hannun


An Introduction to Weighted Automata in Machine Learning

Awni Hannun
  • The tutorial is available for download as a complete PDF.
  • The complete source is available in GitHub.
  • The notebooks are available for download as a single archive.
  • Any feedback, comments, typos are welcome. Please file an issue in the GitHub repository.
PDF Notebook
1. Introduction
2. Acceptors and Transducers html, zip
3. Basic Operations html, zip
4. Advanced Operations html, zip
5. Differentiable Automata html, zip
6. Extended Examples html, zip

Citation

To cite this work, please use this BibTex entry:

  @book{hannun2021,
    title={An Introduction to Weighted Automata in Machine Learning},
    author={Awni Hannun},
    note={\url{https://awnihannun.com/writing/automata_ml.html}},
    year={2021}
  }