WEFE: The Word Embeddings Fairness Evaluation Framework. WEFE is a framework that standardizes the bias measurement and mitigation in Word Embeddings models. Please feel welcome to open an issue in case you have any questions or a pull request if you want to contribute to the project!
Wouldn't it be better to define the target function in the RAN class, as another method or even part of the forward?
The fit method is not compatible with the superclass. It is missing the debias_criterion_name parameter. It is probably also missing its functionality (give a name to the new embedding).
I have 2 more comments: