fairness

• MEPS dataset
• differential fairness metrics
• rich subgroup fairness

Describe the issue linked to the documentation

The Fairlearn repository overview on our website is outdated. In particular, Visualization source code is no longer in the visualization directory.

Suggest a potential alternative/fix

• remove "Visualization source code in the visualization directory"

Version of raiwidgets:
Python 3.7.11 (default, Jul 27 2021, 09:42:29) [MSC v.1916 64 bit (AMD64)] :: Anaconda, Inc. on win32
Type "help", "copyright", "credits" or "license" for more information.

import raiwidgets

print(raiwidgets.version)
0.9.2

Steps to reproduce:

• Created two cohorts from the default tree: married and not married cohorts
• Switched back to the al

When tests are run in STRICT mode, we check for any errors or warnings in the report.

We currently have two functions:

test_utils.check_report https://github.com/EducationalTestingService/rsmtool/blob/main/rsmtool/test_utils.py#L767 checks for both errors and warnings

collect_warning_messages_from_report https://github.com/EducationalTestingService/rsmtool/blob/main/rsmtool/test_u

Hello,

I find it is really an interesting project, and I would like to make some contribution. What can I start with?

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