[FEATURE] check (raise warning) if features are provided that lead to all equal weights #65
Description
We suspect that when providing a feature that has mostly unique string values and some NaN values, then this might lead the ipw model to give just weights of 1.
This should be:
- Checked.
- If exists, to add a check and warning when it happens.