https://github.com/rishit-dagli/fairlearn-demos

Demos about Teaching your Models to play fair with FairLearn
https://github.com/rishit-dagli/fairlearn-demos

ai fairlearn fairness fairness-ml ml

Last synced: 15 days ago
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Demos about Teaching your Models to play fair with FairLearn

• Host: GitHub
• URL: https://github.com/rishit-dagli/fairlearn-demos
• Owner: Rishit-dagli
• License: apache-2.0
• Created: 2020-09-10T13:50:16.000Z (about 4 years ago)
• Default Branch: master
• Last Pushed: 2020-12-08T09:18:13.000Z (almost 4 years ago)
• Last Synced: 2024-10-04T19:23:13.998Z (about 1 month ago)
• Topics: ai, fairlearn, fairness, fairness-ml, ml
• Language: Jupyter Notebook
• Homepage:
• Size: 1.21 MB
• Stars: 6
• Watchers: 3
• Forks: 3
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md

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README

        
# FairLearn Demos [![Twitter URL](https://img.shields.io/twitter/url?style=social&url=https%3A%2F%2Fgithub.com%2FRishit-dagli%2FFairLearn-Demos)](https://twitter.com/intent/tweet?text=Wow:&url=https%3A%2F%2Fgithub.com%2FRishit-dagli%2FFairLearn-Demos)

[![](https://img.shields.io/badge/Rishit-Dagli-brightgreen.svg?colorB=00ff00)](https://www.rishit.tech)

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|Assess and Mitigate Fairness|Fairness dashboard on AzureML|

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|[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/Rishit-dagli/FairLearn-Demos/HEAD?filepath=binary_credit_card.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Rishit-dagli/FairLearn-Demos/blob/master/binary_credit_card.ipynb)|[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/Rishit-dagli/FairLearn-Demos/HEAD?filepath=fairlearn-azureml.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Rishit-dagli/FairLearn-Demos/blob/master/fairlearn-azureml.ipynb)|

Demos for my session about Teaching your Models to play fair. I would urge you to check out 

[talks.md](talks.md) for more details and the talks I have given about this.