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TeleGam

Combining Visualization and Verbalization for Interpretable Machine Learning

TeleGam 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).

TeleGam preview YouTube video


Live Demo

For a live demo, visit: poloclub.github.io/telegam

Installation and Running Locally

Download or clone this repository:

git clone https://github.com/poloclub/telegam.git

Within the cloned repo, run a web server:

python -m http.server 

License

MIT License. See LICENSE.md.

Citation

TeleGam: Combining Visualization and Verbalization for Interpretable Machine Learning
Fred Hohman, Arjun Srinivasan, Steven Drucker
IEEE Visualization Conference (VIS). Vancouver, Canada, 2019.

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TeleGam: Combining Visualization and Verbalization for Interpretable Machine Learning

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