Create standard interface for filters and transformations
lucaspetry opened this issue · comments
Currently, preprocessing tools do not follow a standard API. It would be a good practice to create a wrapper with methods like fit
, transform
, set_params
, and make the appropriate changes to existing functions/objects.
Besides improving the code quality, a standard API for preprocessing tools makes it possible to design a pipeline for stacking transformations.