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Assignment Task

 

Task 

Using IBM AI Fairness 360 open-source code, I want to implement interactive visualizations to visualize bias. In the above image the difference is in the Fairness metrics.

 

IMPORTANT 

In the attached Jupyter notebook, I have already tried using the ‘Disparate Impact’ Fairness metric.

So, on the whole, the important thing I am looking for is the implementation of Fairness metrics of the IBM AI Fairness 360 tool. The graph and plots can be as different or creative as possible or it can differ from the above image. That is absolutely not a problem. The main thing is the Fairness Metrics and the interactive nature of the graph.

If there is no direct implementation of these fairness metrics, you can always use the IBM APIs to do the calculations. If all the fairness metrics cannot be used, at least 3-4 can be implemented.
 

 



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  • Uploaded By : William
  • Posted on : September 07th, 2019
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