You might often want to validate parameters in your methods to ensure they have valid data. Most importantly, you might often want to protect your publicly exposed API methods by ensuring that the ...

It could be useful to add the possibility to pass custom 'predict params' in 'predict' method as it is available in 'fit' method. Starting from 'predict', there are only 4 skorch's methods to improve.