SeanMcCarren
SeanMcCarren
A clean slate PR of #973 so feedback is cleared. - Base class is made private. - Subclass API is more digestible as we removed arbitrary choices of loss functions...
Hi! According to some specifications in issue #666, i continued from the work of @rishabhsamb and @romanlutz. ## Done/Todo - [x] plot_model_comparison function implemented - [x] plot_model_comparison numpydoc - [x]...
Solves issue #785 and implements [Adversarial Debiasing paper](https://dl.acm.org/doi/pdf/10.1145/3278721.3278779) Updated 24 March. # UPDATE Should have responded to all feedback now # Old - resolved issues mentioned in #1009 - Every...
In the future, we may want to expose the AdversarialFairness base class to allow for arbitrary loss functions and multi-output mix-type targets/sensitive features (although the latter doesn't seem very important)....
### Describe the issue linked to the documentation The description of AdversarialFairness method can be improved by including more examples. Now, users may wonder why someone would ever want to...
WIP on issue #911 (don't need to call the police) This PR involves: - [x] threshold optimizer - [ ] exponentiated gradient. (somewhat finished) - [ ] grid search Issues:...
Add Reweighing preprocessing technique. #784 Design choices: - Meta estimator - Only 1d `y` and 1d `sensitive_features` Progress - [x] preprocessing technique code in fairlearn.preprocessing - [x] unit tests in...
## Description Thanks to [this elaborately typed out issue](https://github.com/fairlearn/fairlearn/issues/1332) we found a bug in Adversarial Debiasing. Considering how big, highly parametrized, and not fully covered this implementation is, I'm surprised...
Still needs improvement Highlights: - overview tab on the right (next to other assistance buttons) - need to click the title "Overview" to update the overview (looking for improvements). This...
See specification.md for details on import/export todo - [ ] I think we still need to support importing non-notebooks? So files that contain no previous notebook-structure in comments, but are...