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Source code of demo of Gopher

Several Steps to Run the Demo

  • Install Bokeh
  • Clone this repo: git clone https://github.com/lodino/gopher-demo
  • Enter the directory: cd gopher-demo
  • Run bokeh serve --show gopher-demo-dev

Screenshots of the Demo

screenshot1

screenshot2

screenshot3

Useful Links

Citation

Please cite our papers if you are using the code in your research.

@article{pradhan2021interpretable,
  title={Interpretable data-based explanations for fairness debugging},
  author={Pradhan, Romila and Zhu, Jiongli and Glavic, Boris and Salimi, Babak},
  journal={arXiv preprint arXiv:2112.09745},
  year={2021}
}

@inproceedings{zhu2022generating,
  title={Generating Interpretable Data-Based Explanations for Fairness Debugging using Gopher},
  author={Zhu, Jiongli and Pradhan, Romila and Glavic, Boris and Salimi, Babak},
  booktitle={Proceedings of the 2022 International Conference on Management of Data},
  pages={2433--2436},
  year={2022}
}

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