https://github.com/norskregnesentral/explego

eXplego is a decision tree toolkit that provides developers with interactive guidance to help select an appropriate XAI-method for their particular use case.
https://github.com/norskregnesentral/explego

features interactive model prediction tool xai

Last synced: 8 months ago
JSON representation

eXplego is a decision tree toolkit that provides developers with interactive guidance to help select an appropriate XAI-method for their particular use case.

• Host: GitHub
• URL: https://github.com/norskregnesentral/explego
• Owner: NorskRegnesentral
• License: cc0-1.0
• Created: 2022-09-20T12:04:03.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2024-10-25T07:40:47.000Z (12 months ago)
• Last Synced: 2024-10-31T21:20:05.469Z (12 months ago)
• Topics: features, interactive, model, prediction, tool, xai
• Homepage: http://explego.nr.no/
• Size: 3.27 MB
• Stars: 5
• Watchers: 1
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • Changelog: changelog.md
  • License: LICENSE
  • Citation: CITATION.bib

Awesome Lists containing this project

README

          


# eXplego

Explainability is key requisite for trustworthy AI, but selecting the right XAI-method to accompany your model development can be a challenging task. **eXplego** is a decision tree toolkit that provides developers with interactive guidance to help select an appropriate XAI-method for their particular use case.






  

[![Button Example]][Link]


[Button Example]: https://img.shields.io/badge/Try_the_tool!-37a779?style=for-the-badge

[Link]: https://explego.nr.no 






  

To get to know the tool we recommend checking out the demonstration video below

**English**

[![YouTube](http://i.ytimg.com/vi/Ntc3uOrU7bE/hqdefault.jpg)](https://www.youtube.com/watch?v=Ntc3uOrU7bE)

**Norwegian**

[![YouTube](http://i.ytimg.com/vi/7_OFWIjKJ2A/hqdefault.jpg)](https://www.youtube.com/watch?v=7_OFWIjKJ2A)

More information about the tool, including a brief list with the reasoning for the positioning of every method in the tree, is provided in our short research paper:

[Jullum, M., Sjødin, J., Prabhu, R., & Løland, A. (2023). eXplego: An interactive tool that helps you select appropriate XAI-methods for your explainability needs](https://ceur-ws.org/Vol-3554/paper26.pdf)

which was presented as a demo at the 1st World Conference in Explainable AI (2023).

To cite our tool, please use [this citation](./CITATION.bib).

We are very happy to receive feedback from our users on this tool. Please do so by opening an issue in this repo.

This is a collaborative project between [Norwegian Computing Center](https://nr.no/en/) and the Norwegian Labour and Welfare Administration ([NAV](https://nav.no)),  funded by [BigInsight](https://www.biginsight.no).















Explego v 1.0.3, last updated 2023-12-08. See [changelog](changelog.md) for details.