Mitigate biases that are detected in datasets.

[simonhkswan]

Is your feature request related to a problem? Please describe.
Once a bias has been measured in a dataset, it would be nice to be able to still use the dataset without having to worry about the biases.

Describe the solution you'd like

• for a given metric be able to improve the measure of bias in a dataset.

Describe alternatives you've considered

Additional context

[Hilly12]

This looks like a good resource.
https://papers.nips.cc/paper/2017/file/9a49a25d845a483fae4be7e341368e36-Paper.pdf