Relaxed checks made on
_validate_and_reformat_input()since that is the concern of the underlying estimator and not Fairlearn.
Add support for Python 3.9 and 3.10, remove support for Python 3.6
Added error handling in
errorsas a parameter, which could either be
Fixed a bug whereby passing a custom
gridobject to a
GridSearchreduction would result in a
KeyErrorif the column names were not ordered integers.
Added the ACSIncome dataset and corresponding documentation.
Add sphinxcontrib-bibtex extension to manage citations in documentation using bibtex.
Internal performance improvements for
MetricFrame. Some results may now have a more appropriate type than
object, but otherwise the only visible difference should be a substantial speed increase.
plot_model_comparison()to create scatter plots for comparing multiple models along two metrics.