Closed
Description
A minimal implementation would pass through NaNs from the input to the output of transform
and make sure the presence of NaN does not affect the categories identified in fit
.
A missing_values
parameter might allow the user to configure what object is a placeholder for missingness (e.g. NaN, None, etc.).
See #10465 for background