Generate a pipeline_space.yaml as feedback on which parameter type your configurations have been converted to

[danrgll]

Since the user only has to optionally define the type of the parameter, because otherwise it is automatically recognized by neps, he/she could want to have a lookup option (a yaml file) that we could provide in the root directory

[danrgll]

This idea could be extended to having just 1 yaml file where you can find all settings (optimizer.yaml, neps arguments and pipeline space)