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.
Notebook | ||
---|---|---|
1. | Introduction | |
2. | Acceptors and Transducers | html, zip |
3. | Basic Operations | html, zip |
4. | Advanced Operations | html, zip |
5. | Differentiation with 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} }