fairness

• MEPS dataset
• differential fairness metrics
• rich subgroup fairness

Describe the issue linked to the documentation

Right now, references are scattered around the User Guide as needed for different sections. and not all articles cited are present in the bibtex file. This issue piggybacks on #1048 and #1056.

Suggest a potential alternative/fix

Someone should look through the User Guide and aggregate all missing references into the refs.bib file

Suggested by Melanie Fernandez Pradier:

“Given a model trained on certain features, is there any way I can include additional features (not used in training) but that I want to monitor in the error analysis?"

This is currently possible by enriching the set of input features to the dashboard after the inference step. However, will need further support on the UI side to clearly mark features t

Good day everyone

I am using the output variable of my data (isKilled= yes/no) as a protected variable and “yes” as a priviliged value. But every time I run the code, I just get a few metrics calculated and get the output as shown at the end.

Metric calculation : 2/12 metrics calculated for all models ( 10 NA created )

I used the following code, so could you please suggest where is the

https://pypi.org/project/flynt/

Is your feature request related to a problem? Please describe.
The documentation references object names in the user guides and tutorials but they are not cross-referenced to the respective entry in the API reference. It would be nicer to be able to click on the name and it takes you to the more detailed API reference for that object.

Describe the solution you'd like
Links to the resp