https://github.com/poloclub/telegam
TeleGam: Combining Visualization and Verbalization for Interpretable Machine Learning
https://github.com/poloclub/telegam
data-visualization machine-learning machine-learning-interpretability
Last synced: about 1 month ago
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TeleGam: Combining Visualization and Verbalization for Interpretable Machine Learning
- Host: GitHub
- URL: https://github.com/poloclub/telegam
- Owner: poloclub
- License: mit
- Created: 2019-06-10T02:41:52.000Z (almost 7 years ago)
- Default Branch: master
- Last Pushed: 2019-08-11T23:29:45.000Z (over 6 years ago)
- Last Synced: 2025-05-13T18:49:45.910Z (11 months ago)
- Topics: data-visualization, machine-learning, machine-learning-interpretability
- Language: JavaScript
- Homepage: https://poloclub.github.io/telegam/
- Size: 4.18 MB
- Stars: 7
- Watchers: 4
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE.md
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README
# TeleGam
*Combining Visualization and Verbalization for Interpretable Machine Learning*
[TeleGam][project] is a prototype system that demonstrates how visualizations and verbalizations can collectively support interactive interpretation of machine learning models, for example, generalized additive models (GAMs).
[](https://youtu.be/DKeyhVIABlQ)
***
## Live Demo
For a live demo, visit: [poloclub.github.io/telegam][demo]
## Installation and Running Locally
Download or clone this repository:
```bash
git clone https://github.com/poloclub/telegam.git
```
Within the cloned repo, run a web server:
```bash
python -m http.server
```
## License
MIT License. See [`LICENSE.md`](LICENSE.md).
## Citation
**[TeleGam: Combining Visualization and Verbalization for Interpretable Machine Learning][project]**
Fred Hohman, Arjun Srinivasan, Steven Drucker
*IEEE Visualization Conference (VIS). Vancouver, Canada, 2019.*
## Contact
For questions or support [open an issue][issues].
[npm]: https://www.npmjs.com
[issues]: https://github.com/poloclub/telegam/issues
[demo]: https://poloclub.github.io/telegam/
[project]: https://fredhohman.com/papers/telegam